[{"context":"outer-time-2022","trainingYears":[2021],"trainingRowIds":["E06000001:2021","E06000002:2021","E06000003:2021","E06000004:2021","E06000005:2021","E06000006:2021","E06000007:2021","E06000008:2021","E06000009:2021","E06000011:2021","E06000012:2021","E06000013:2021","E06000014:2021","E06000015:2021","E06000016:2021","E06000017:2021","E06000018:2021","E06000019:2021","E06000020:2021","E06000026:2021","E06000030:2021","E06000031:2021","E06000032:2021","E06000034:2021","E06000035:2021","E06000036:2021","E06000037:2021","E06000038:2021","E06000039:2021","E06000040:2021","E06000041:2021","E06000042:2021","E06000043:2021","E06000047:2021","E06000049:2021","E06000050:2021","E06000051:2021","E06000052:2021","E06000054:2021","E06000055:2021","E06000056:2021","E06000057:2021","E06000059:2021","E06000061:2021","E06000062:2021","E08000001:2021","E08000002:2021","E08000003:2021","E08000004:2021","E08000005:2021","E08000006:2021","E08000007:2021","E08000008:2021","E08000009:2021","E08000010:2021","E08000011:2021","E08000013:2021","E08000014:2021","E08000015:2021","E08000017:2021","E08000018:2021","E08000021:2021","E08000023:2021","E08000024:2021","E08000025:2021","E08000026:2021","E08000027:2021","E08000028:2021","E08000029:2021","E08000030:2021","E08000031:2021","E08000032:2021","E08000033:2021","E08000034:2021","E08000035:2021","E08000036:2021","E08000037:2021","E09000001:2021","E09000002:2021","E09000003:2021","E09000004:2021","E09000005:2021","E09000006:2021","E09000007:2021","E09000008:2021","E09000009:2021","E09000010:2021","E09000011:2021","E09000012:2021","E09000013:2021","E09000014:2021","E09000015:2021","E09000016:2021","E09000017:2021","E09000018:2021","E09000019:2021","E09000020:2021","E09000021:2021","E09000022:2021","E09000023:2021","E09000024:2021","E09000025:2021","E09000026:2021","E09000027:2021","E09000028:2021","E09000029:2021","E09000030:2021","E09000031:2021","E09000032:2021","E09000033:2021","E10000003:2021","E10000007:2021","E10000008:2021","E10000011:2021","E10000012:2021","E10000013:2021","E10000014:2021","E10000015:2021","E10000016:2021","E10000017:2021","E10000018:2021","E10000019:2021","E10000020:2021","E10000024:2021","E10000025:2021","E10000029:2021","E10000030:2021","E10000031:2021","E10000032:2021","E10000034:2021"],"selectedId":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"fullTrainingAdmissibleMergedPartitions":0,"allInnerTrainingAdmissibleMergedPartitions":0,"partitionsConsidered":512,"candidates":[{"id":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"bands":1,"meanParameters":18,"score":37.85233585389544,"temporalMeanDeviance":null,"spatialMeanDeviance":37.85233585389544,"calibration":{"space|England":{"oe":1.0025105994270755,"passed":true},"space|London":{"oe":0.9840056050659867,"passed":true},"space|South East":{"oe":1.0056537975516444,"passed":true},"space|East Midlands":{"oe":1.0153394992176068,"passed":true},"space|East of England":{"oe":1.0183708662926811,"passed":true},"space|North East":{"oe":1.0001450325858388,"passed":true},"space|North West":{"oe":1.0140393538086672,"passed":true},"space|West Midlands":{"oe":1.0044832076922026,"passed":true},"space|Yorkshire and The Humber":{"oe":1.0110137070610388,"passed":true}},"lossAgainstM1Percent":-8.23181164029304,"withinScoreTolerance":true,"calibrationNotWorse":true,"eligibleSimplification":true,"selected":true},{"id":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":10,"meanParameters":27,"score":41.247774997501665,"temporalMeanDeviance":null,"spatialMeanDeviance":41.247774997501665,"calibration":{"space|England":{"oe":1.0222471321630513,"passed":true},"space|London":{"oe":0.9829548066517334,"passed":true},"space|South East":{"oe":1.0955940769156736,"passed":true},"space|East Midlands":{"oe":1.0337918408192666,"passed":true},"space|East of England":{"oe":1.0312630983817321,"passed":true},"space|North East":{"oe":0.9855024492673108,"passed":true},"space|North West":{"oe":1.026640959850723,"passed":true},"space|West Midlands":{"oe":1.047641705341741,"passed":true},"space|Yorkshire and The Humber":{"oe":1.008399415674445,"passed":true}},"lossAgainstM1Percent":0.0,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-linear","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":19,"score":38.5809272356818,"temporalMeanDeviance":null,"spatialMeanDeviance":38.5809272356818,"calibration":{"space|England":{"oe":1.0025448776061638,"passed":true},"space|London":{"oe":0.9811300369636605,"passed":true},"space|South East":{"oe":1.0310668476452327,"passed":true},"space|East Midlands":{"oe":1.0048916506565195,"passed":true},"space|East of England":{"oe":1.0246047947194252,"passed":true},"space|North East":{"oe":1.0097838475286456,"passed":true},"space|North West":{"oe":1.0018354308075625,"passed":true},"space|West Midlands":{"oe":0.9971655364986167,"passed":true},"space|Yorkshire and The Humber":{"oe":1.021220028577734,"passed":true}},"lossAgainstM1Percent":-6.4654342251949215,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-curve","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":20,"score":38.40246070483499,"temporalMeanDeviance":null,"spatialMeanDeviance":38.40246070483499,"calibration":{"space|England":{"oe":1.0095522229456138,"passed":true},"space|London":{"oe":0.9822720395058452,"passed":true},"space|South East":{"oe":1.0396576389037446,"passed":true},"space|East Midlands":{"oe":1.0148619087083095,"passed":true},"space|East of England":{"oe":1.0326469047506446,"passed":true},"space|North East":{"oe":1.0126457160635935,"passed":true},"space|North West":{"oe":1.0115543132270612,"passed":true},"space|West Midlands":{"oe":0.9981193182458666,"passed":true},"space|Yorkshire and The Humber":{"oe":1.0261553291462866,"passed":true}},"lossAgainstM1Percent":-6.8981036985364845,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false}],"selectedBandCount":1,"model":{"spec":"regional_density","family":"Poisson","transform":{"spec":"regional_density","regions":["East Midlands","East of England","London","North East","North West","South East","South West","West Midlands","Yorkshire and The Humber"],"years":[2021],"densityCenter":7.235965251536273,"continuous":["urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity"],"means":[0.8770226348295679,7.235965251536273,0.2392462472904493,0.1724950219421581,0.04992997754314415,13.788989378947122,1.7971489930104454,0.387630752538966,-0.056198154839480735],"scales":[0.16599004894532857,1.3405778578696745,0.16993723455342113,0.01611749972286589,0.02684752102647819,0.32931828058934304,1.8912660263927754,0.7158849629758782,0.3568041784541168],"dropped":[],"columns":["intercept","region:East of England","region:London","region:North East","region:North West","region:South East","region:South West","region:West Midlands","region:Yorkshire and The Humber","urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity"]},"beta":[-3.0361197789190495,-0.026571851076201518,-0.032972904365743086,-0.30311910020905447,-0.14877720750037352,0.2101963401539358,-0.1366813332707859,-0.11244169586454322,0.14096390222159869,0.02134194133578463,0.477116053179178,-0.11187065735050873,0.06124089401850879,-0.011814751589540243,-0.17374501970436718,0.04276956663528586,0.271917803313214,0.018446722644865233],"alpha":0.0,"meanParameters":18,"parameters":18,"trainingYears":[2021],"trainingRows":130,"trainingAuthorities":130,"trainingRowIds":["E06000001:2021","E06000002:2021","E06000003:2021","E06000004:2021","E06000005:2021","E06000006:2021","E06000007:2021","E06000008:2021","E06000009:2021","E06000011:2021","E06000012:2021","E06000013:2021","E06000014:2021","E06000015:2021","E06000016:2021","E06000017:2021","E06000018:2021","E06000019:2021","E06000020:2021","E06000026:2021","E06000030:2021","E06000031:2021","E06000032:2021","E06000034:2021","E06000035:2021","E06000036:2021","E06000037:2021","E06000038:2021","E06000039:2021","E06000040:2021","E06000041:2021","E06000042:2021","E06000043:2021","E06000047:2021","E06000049:2021","E06000050:2021","E06000051:2021","E06000052:2021","E06000054:2021","E06000055:2021","E06000056:2021","E06000057:2021","E06000059:2021","E06000061:2021","E06000062:2021","E08000001:2021","E08000002:2021","E08000003:2021","E08000004:2021","E08000005:2021","E08000006:2021","E08000007:2021","E08000008:2021","E08000009:2021","E08000010:2021","E08000011:2021","E08000013:2021","E08000014:2021","E08000015:2021","E08000017:2021","E08000018:2021","E08000021:2021","E08000023:2021","E08000024:2021","E08000025:2021","E08000026:2021","E08000027:2021","E08000028:2021","E08000029:2021","E08000030:2021","E08000031:2021","E08000032:2021","E08000033:2021","E08000034:2021","E08000035:2021","E08000036:2021","E08000037:2021","E09000001:2021","E09000002:2021","E09000003:2021","E09000004:2021","E09000005:2021","E09000006:2021","E09000007:2021","E09000008:2021","E09000009:2021","E09000010:2021","E09000011:2021","E09000012:2021","E09000013:2021","E09000014:2021","E09000015:2021","E09000016:2021","E09000017:2021","E09000018:2021","E09000019:2021","E09000020:2021","E09000021:2021","E09000022:2021","E09000023:2021","E09000024:2021","E09000025:2021","E09000026:2021","E09000027:2021","E09000028:2021","E09000029:2021","E09000030:2021","E09000031:2021","E09000032:2021","E09000033:2021","E10000003:2021","E10000007:2021","E10000008:2021","E10000011:2021","E10000012:2021","E10000013:2021","E10000014:2021","E10000015:2021","E10000016:2021","E10000017:2021","E10000018:2021","E10000019:2021","E10000020:2021","E10000024:2021","E10000025:2021","E10000029:2021","E10000030:2021","E10000031:2021","E10000032:2021","E10000034:2021"],"converged":true,"projectedGradientMax":1.1824346594229595e-05,"negativePenalizedLogLikelihoodPerRow":16.373543117255533,"pearsonDispersion":29.04257708462693,"poissonVarianceDispersion":29.04257708462693,"designConditionNumber":27.621884948092465,"frostTransform":{"candidate":"M0","center":36.6635837846154,"ruralCenter":0.12297736517043219,"trunkCenter":0.2392462472904493,"knots":[24.753472300000002,38.18426049999999,48.203303000000005],"seenBands":[1],"trainingFrostRange":[17.449788,54.934584]},"candidate":"M0","bandMapping":[1,1,1,1,1,1,1,1,1,1]}},{"context":"outer-time-2023","trainingYears":[2021,2022],"trainingRowIds":["E06000001:2021","E06000001:2022","E06000002:2021","E06000002:2022","E06000003:2021","E06000003:2022","E06000004:2021","E06000004:2022","E06000005:2021","E06000005:2022","E06000006:2021","E06000006:2022","E06000007:2021","E06000007:2022","E06000008:2021","E06000008:2022","E06000009:2021","E06000009:2022","E06000011:2021","E06000011:2022","E06000012:2021","E06000012:2022","E06000013:2021","E06000013:2022","E06000014:2021","E06000014:2022","E06000015:2021","E06000015:2022","E06000016:2021","E06000016:2022","E06000017:2021","E06000017:2022","E06000018:2021","E06000018:2022","E06000019:2021","E06000019:2022","E06000020:2021","E06000020:2022","E06000026:2021","E06000026:2022","E06000030:2021","E06000030:2022","E06000031:2021","E06000031:2022","E06000032:2021","E06000032:2022","E06000034:2021","E06000034:2022","E06000035:2021","E06000035:2022","E06000036:2021","E06000036:2022","E06000037:2021","E06000037:2022","E06000038:2021","E06000038:2022","E06000039:2021","E06000039:2022","E06000040:2021","E06000040:2022","E06000041:2021","E06000041:2022","E06000042:2021","E06000042:2022","E06000043:2021","E06000043:2022","E06000047:2021","E06000047:2022","E06000049:2021","E06000049:2022","E06000050:2021","E06000050:2022","E06000051:2021","E06000051:2022","E06000052:2021","E06000052:2022","E06000054:2021","E06000054:2022","E06000055:2021","E06000055:2022","E06000056:2021","E06000056:2022","E06000057:2021","E06000057:2022","E06000059:2021","E06000059:2022","E06000061:2021","E06000061:2022","E06000062:2021","E06000062:2022","E08000001:2021","E08000001:2022","E08000002:2021","E08000002:2022","E08000003:2021","E08000003:2022","E08000004:2021","E08000004:2022","E08000005:2021","E08000005:2022","E08000006:2021","E08000006:2022","E08000007:2021","E08000007:2022","E08000008:2021","E08000008:2022","E08000009:2021","E08000009:2022","E08000010:2021","E08000010:2022","E08000011:2021","E08000011:2022","E08000013:2021","E08000013:2022","E08000014:2021","E08000014:2022","E08000015:2021","E08000015:2022","E08000017:2021","E08000017:2022","E08000018:2021","E08000018:2022","E08000021:2021","E08000021:2022","E08000023:2021","E08000023:2022","E08000024:2021","E08000024:2022","E08000025:2021","E08000025:2022","E08000026:2021","E08000026:2022","E08000027:2021","E08000027:2022","E08000028:2021","E08000028:2022","E08000029:2021","E08000029:2022","E08000030:2021","E08000030:2022","E08000031:2021","E08000031:2022","E08000032:2021","E08000032:2022","E08000033:2021","E08000033:2022","E08000034:2021","E08000034:2022","E08000035:2021","E08000035:2022","E08000036:2021","E08000036:2022","E08000037:2021","E08000037:2022","E09000001:2021","E09000001:2022","E09000002:2021","E09000002:2022","E09000003:2021","E09000003:2022","E09000004:2021","E09000004:2022","E09000005:2021","E09000005:2022","E09000006:2021","E09000006:2022","E09000007:2021","E09000007:2022","E09000008:2021","E09000008:2022","E09000009:2021","E09000009:2022","E09000010:2021","E09000010:2022","E09000011:2021","E09000011:2022","E09000012:2021","E09000012:2022","E09000013:2021","E09000013:2022","E09000014:2021","E09000014:2022","E09000015:2021","E09000015:2022","E09000016:2021","E09000016:2022","E09000017:2021","E09000017:2022","E09000018:2021","E09000018:2022","E09000019:2021","E09000019:2022","E09000020:2021","E09000020:2022","E09000021:2021","E09000021:2022","E09000022:2021","E09000022:2022","E09000023:2021","E09000023:2022","E09000024:2021","E09000024:2022","E09000025:2021","E09000025:2022","E09000026:2021","E09000026:2022","E09000027:2021","E09000027:2022","E09000028:2021","E09000028:2022","E09000029:2021","E09000029:2022","E09000030:2021","E09000030:2022","E09000031:2021","E09000031:2022","E09000032:2021","E09000032:2022","E09000033:2021","E09000033:2022","E10000003:2021","E10000003:2022","E10000007:2021","E10000007:2022","E10000008:2021","E10000008:2022","E10000011:2021","E10000011:2022","E10000012:2021","E10000012:2022","E10000013:2021","E10000013:2022","E10000014:2021","E10000014:2022","E10000015:2021","E10000015:2022","E10000016:2021","E10000016:2022","E10000017:2021","E10000017:2022","E10000018:2021","E10000018:2022","E10000019:2021","E10000019:2022","E10000020:2021","E10000020:2022","E10000024:2021","E10000024:2022","E10000025:2021","E10000025:2022","E10000029:2021","E10000029:2022","E10000030:2021","E10000030:2022","E10000031:2021","E10000031:2022","E10000032:2021","E10000032:2022","E10000034:2021","E10000034:2022"],"selectedId":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"fullTrainingAdmissibleMergedPartitions":0,"allInnerTrainingAdmissibleMergedPartitions":0,"partitionsConsidered":512,"candidates":[{"id":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"bands":1,"meanParameters":19,"score":36.17801902197793,"temporalMeanDeviance":31.761760923122054,"spatialMeanDeviance":40.59427712083381,"calibration":{"time|England":{"oe":0.9838761793186598,"passed":true},"time|London":{"oe":0.9874246398748652,"passed":true},"time|South East":{"oe":1.0063292498728826,"passed":true},"time|East Midlands":{"oe":0.9703202867658883,"passed":true},"time|East of England":{"oe":1.0004096751848688,"passed":true},"time|North East":{"oe":0.9561474836942252,"passed":true},"time|North West":{"oe":0.9408965803042509,"passed":true},"time|West Midlands":{"oe":0.9476686449838304,"passed":true},"time|Yorkshire and The Humber":{"oe":1.010385945210886,"passed":true},"space|England":{"oe":1.001770817747632,"passed":true},"space|London":{"oe":0.9827252389807873,"passed":true},"space|South East":{"oe":1.0037669795093183,"passed":true},"space|East Midlands":{"oe":1.015917774717253,"passed":true},"space|East of England":{"oe":1.0111774001862266,"passed":true},"space|North East":{"oe":1.0058573392235997,"passed":true},"space|North West":{"oe":1.0139625794123215,"passed":true},"space|West Midlands":{"oe":1.0130680113508321,"passed":true},"space|Yorkshire and The Humber":{"oe":1.010905680289789,"passed":true}},"lossAgainstM1Percent":1.2724136762209737,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":10,"meanParameters":28,"score":35.723468720359556,"temporalMeanDeviance":28.021538315738947,"spatialMeanDeviance":43.42539912498017,"calibration":{"time|England":{"oe":0.9839223659774069,"passed":true},"time|London":{"oe":0.9871877077289036,"passed":true},"time|South East":{"oe":1.0070851503231975,"passed":true},"time|East Midlands":{"oe":0.971142993100202,"passed":true},"time|East of England":{"oe":1.0005723548588223,"passed":true},"time|North East":{"oe":0.955213599552173,"passed":true},"time|North West":{"oe":0.9410555200112657,"passed":true},"time|West Midlands":{"oe":0.9472091486268529,"passed":true},"time|Yorkshire and The Humber":{"oe":1.0094691075519853,"passed":true},"space|England":{"oe":1.0194871871854416,"passed":true},"space|London":{"oe":0.9806697588853764,"passed":true},"space|South East":{"oe":1.088178391888581,"passed":true},"space|East Midlands":{"oe":1.0352101439775616,"passed":true},"space|East of England":{"oe":1.0229596445890097,"passed":true},"space|North East":{"oe":0.9832035529532374,"passed":true},"space|North West":{"oe":1.0323719269143725,"passed":true},"space|West Midlands":{"oe":1.055518387944876,"passed":true},"space|Yorkshire and The Humber":{"oe":1.002084039365126,"passed":true}},"lossAgainstM1Percent":0.0,"withinScoreTolerance":true,"calibrationNotWorse":true,"eligibleSimplification":true,"selected":true},{"id":"M2-linear","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":20,"score":36.43818951736638,"temporalMeanDeviance":31.287431312067927,"spatialMeanDeviance":41.58894772266484,"calibration":{"time|England":{"oe":0.9838409598780719,"passed":true},"time|London":{"oe":0.9872619862349641,"passed":true},"time|South East":{"oe":1.0067254203212925,"passed":true},"time|East Midlands":{"oe":0.9705808969161478,"passed":true},"time|East of England":{"oe":1.0004715663476786,"passed":true},"time|North East":{"oe":0.9557628690385878,"passed":true},"time|North West":{"oe":0.9407938484591828,"passed":true},"time|West Midlands":{"oe":0.9474647346781546,"passed":true},"time|Yorkshire and The Humber":{"oe":1.0102369920331387,"passed":true},"space|England":{"oe":1.0021795225324754,"passed":true},"space|London":{"oe":0.9795979300351696,"passed":true},"space|South East":{"oe":1.027208854297872,"passed":true},"space|East Midlands":{"oe":1.0064123888666832,"passed":true},"space|East of England":{"oe":1.0191699926167601,"passed":true},"space|North East":{"oe":1.0135275889760598,"passed":true},"space|North West":{"oe":1.0039158722333128,"passed":true},"space|West Midlands":{"oe":1.0062590965575238,"passed":true},"space|Yorkshire and The Humber":{"oe":1.0205024000082608,"passed":true}},"lossAgainstM1Percent":2.0007038023143853,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-curve","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":21,"score":36.07889805513692,"temporalMeanDeviance":30.932272730807018,"spatialMeanDeviance":41.22552337946682,"calibration":{"time|England":{"oe":0.983929604717208,"passed":true},"time|London":{"oe":0.9872798759091761,"passed":true},"time|South East":{"oe":1.0069398762413262,"passed":true},"time|East Midlands":{"oe":0.970756458246982,"passed":true},"time|East of England":{"oe":1.0005526692332338,"passed":true},"time|North East":{"oe":0.955673758280564,"passed":true},"time|North West":{"oe":0.9407893305558817,"passed":true},"time|West Midlands":{"oe":0.9475868901619124,"passed":true},"time|Yorkshire and The Humber":{"oe":1.0101379818930192,"passed":true},"space|England":{"oe":1.0087517281749525,"passed":true},"space|London":{"oe":0.9804191298638621,"passed":true},"space|South East":{"oe":1.034854094163041,"passed":true},"space|East Midlands":{"oe":1.0158115654114754,"passed":true},"space|East of England":{"oe":1.026648009821539,"passed":true},"space|North East":{"oe":1.0162839352060566,"passed":true},"space|North West":{"oe":1.0132106880362715,"passed":true},"space|West Midlands":{"oe":1.0073554636504818,"passed":true},"space|Yorkshire and The Humber":{"oe":1.0251189341936933,"passed":true}},"lossAgainstM1Percent":0.9949463126317282,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false}],"selectedBandCount":10,"model":{"spec":"regional_density","family":"Poisson","transform":{"spec":"regional_density","regions":["East Midlands","East of England","London","North East","North West","South East","South West","West Midlands","Yorkshire and The Humber"],"years":[2021,2022],"densityCenter":7.235965251536273,"continuous":["urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity","frostA2","frostA3","frostA4","frostA5","frostA6","frostA7","frostA8","frostA9","frostA10"],"means":[0.8770226348295679,7.235965251536273,0.2432291559796352,0.16991253285734356,0.048042180170956725,13.83086307534792,1.7971489930104452,0.38763075253896595,-0.05619815483948073,0.1,0.1,0.1076923076923077,0.08461538461538462,0.1076923076923077,0.1076923076923077,0.1,0.08461538461538462,0.09230769230769231],"scales":[0.16599004894532857,1.3405778578696745,0.17259389378561332,0.016414116035719673,0.025562255086694356,0.3304042324389998,1.8912660263927754,0.7158849629758782,0.3568041784541168,0.30000000000000004,0.3,0.3099914104555367,0.27830850023270065,0.3099914104555367,0.3099914104555367,0.3,0.2783085002327007,0.2894598111111812],"dropped":[],"columns":["intercept","region:East of England","region:London","region:North East","region:North West","region:South East","region:South West","region:West Midlands","region:Yorkshire and The Humber","year:2022","urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity","frostA2","frostA3","frostA4","frostA5","frostA6","frostA7","frostA8","frostA9","frostA10"]},"beta":[-3.073081510572507,-0.013131284623011278,-0.008688374173935538,-0.2390371010544519,-0.20780908437632606,0.2299631271833353,-0.1523986022291468,-0.11310641771851901,0.10171682070817505,0.03251887009286687,0.06252006164352646,0.3460438424265387,-0.11039691296009496,0.036254440505364444,-0.01810328921994682,-0.14385607411588125,0.03232062057116635,0.3034648851802281,0.03066272670325316,-0.01891168117984729,-0.04163792729580765,-0.05371612581202437,0.0038882910283207918,-0.013554259382921114,0.01386366282979374,-0.049834122971367384,-0.04436359771962338,-0.058522565686162306],"alpha":0.0,"meanParameters":28,"parameters":28,"trainingYears":[2021,2022],"trainingRows":260,"trainingAuthorities":130,"trainingRowIds":["E06000001:2021","E06000001:2022","E06000002:2021","E06000002:2022","E06000003:2021","E06000003:2022","E06000004:2021","E06000004:2022","E06000005:2021","E06000005:2022","E06000006:2021","E06000006:2022","E06000007:2021","E06000007:2022","E06000008:2021","E06000008:2022","E06000009:2021","E06000009:2022","E06000011:2021","E06000011:2022","E06000012:2021","E06000012:2022","E06000013:2021","E06000013:2022","E06000014:2021","E06000014:2022","E06000015:2021","E06000015:2022","E06000016:2021","E06000016:2022","E06000017:2021","E06000017:2022","E06000018:2021","E06000018:2022","E06000019:2021","E06000019:2022","E06000020:2021","E06000020:2022","E06000026:2021","E06000026:2022","E06000030:2021","E06000030:2022","E06000031:2021","E06000031:2022","E06000032:2021","E06000032:2022","E06000034:2021","E06000034:2022","E06000035:2021","E06000035:2022","E06000036:2021","E06000036:2022","E06000037:2021","E06000037:2022","E06000038:2021","E06000038:2022","E06000039:2021","E06000039:2022","E06000040:2021","E06000040:2022","E06000041:2021","E06000041:2022","E06000042:2021","E06000042:2022","E06000043:2021","E06000043:2022","E06000047:2021","E06000047:2022","E06000049:2021","E06000049:2022","E06000050:2021","E06000050:2022","E06000051:2021","E06000051:2022","E06000052:2021","E06000052:2022","E06000054:2021","E06000054:2022","E06000055:2021","E06000055:2022","E06000056:2021","E06000056:2022","E06000057:2021","E06000057:2022","E06000059:2021","E06000059:2022","E06000061:2021","E06000061:2022","E06000062:2021","E06000062:2022","E08000001:2021","E08000001:2022","E08000002:2021","E08000002:2022","E08000003:2021","E08000003:2022","E08000004:2021","E08000004:2022","E08000005:2021","E08000005:2022","E08000006:2021","E08000006:2022","E08000007:2021","E08000007:2022","E08000008:2021","E08000008:2022","E08000009:2021","E08000009:2022","E08000010:2021","E08000010:2022","E08000011:2021","E08000011:2022","E08000013:2021","E08000013:2022","E08000014:2021","E08000014:2022","E08000015:2021","E08000015:2022","E08000017:2021","E08000017:2022","E08000018:2021","E08000018:2022","E08000021:2021","E08000021:2022","E08000023:2021","E08000023:2022","E08000024:2021","E08000024:2022","E08000025:2021","E08000025:2022","E08000026:2021","E08000026:2022","E08000027:2021","E08000027:2022","E08000028:2021","E08000028:2022","E08000029:2021","E08000029:2022","E08000030:2021","E08000030:2022","E08000031:2021","E08000031:2022","E08000032:2021","E08000032:2022","E08000033:2021","E08000033:2022","E08000034:2021","E08000034:2022","E08000035:2021","E08000035:2022","E08000036:2021","E08000036:2022","E08000037:2021","E08000037:2022","E09000001:2021","E09000001:2022","E09000002:2021","E09000002:2022","E09000003:2021","E09000003:2022","E09000004:2021","E09000004:2022","E09000005:2021","E09000005:2022","E09000006:2021","E09000006:2022","E09000007:2021","E09000007:2022","E09000008:2021","E09000008:2022","E09000009:2021","E09000009:2022","E09000010:2021","E09000010:2022","E09000011:2021","E09000011:2022","E09000012:2021","E09000012:2022","E09000013:2021","E09000013:2022","E09000014:2021","E09000014:2022","E09000015:2021","E09000015:2022","E09000016:2021","E09000016:2022","E09000017:2021","E09000017:2022","E09000018:2021","E09000018:2022","E09000019:2021","E09000019:2022","E09000020:2021","E09000020:2022","E09000021:2021","E09000021:2022","E09000022:2021","E09000022:2022","E09000023:2021","E09000023:2022","E09000024:2021","E09000024:2022","E09000025:2021","E09000025:2022","E09000026:2021","E09000026:2022","E09000027:2021","E09000027:2022","E09000028:2021","E09000028:2022","E09000029:2021","E09000029:2022","E09000030:2021","E09000030:2022","E09000031:2021","E09000031:2022","E09000032:2021","E09000032:2022","E09000033:2021","E09000033:2022","E10000003:2021","E10000003:2022","E10000007:2021","E10000007:2022","E10000008:2021","E10000008:2022","E10000011:2021","E10000011:2022","E10000012:2021","E10000012:2022","E10000013:2021","E10000013:2022","E10000014:2021","E10000014:2022","E10000015:2021","E10000015:2022","E10000016:2021","E10000016:2022","E10000017:2021","E10000017:2022","E10000018:2021","E10000018:2022","E10000019:2021","E10000019:2022","E10000020:2021","E10000020:2022","E10000024:2021","E10000024:2022","E10000025:2021","E10000025:2022","E10000029:2021","E10000029:2022","E10000030:2021","E10000030:2022","E10000031:2021","E10000031:2022","E10000032:2021","E10000032:2022","E10000034:2021","E10000034:2022"],"converged":true,"projectedGradientMax":2.5380710861287444e-05,"negativePenalizedLogLikelihoodPerRow":16.287802755246616,"pearsonDispersion":27.850727118315667,"poissonVarianceDispersion":27.850727118315667,"designConditionNumber":30.375784986810007,"frostTransform":{"candidate":"M1","center":36.6635837846154,"ruralCenter":0.12297736517043217,"trunkCenter":0.2432291559796352,"knots":[24.753472300000002,38.18426049999999,48.203303000000005],"seenBands":[1,2,3,4,5,6,7,8,9,10],"trainingFrostRange":[17.449788,54.934584]},"candidate":"M1","bandMapping":[1,2,3,4,5,6,7,8,9,10]}},{"context":"outer-space-0","trainingYears":[2021,2022,2023],"trainingRowIds":["E06000001:2021","E06000001:2022","E06000001:2023","E06000002:2021","E06000002:2022","E06000002:2023","E06000003:2021","E06000003:2022","E06000003:2023","E06000007:2021","E06000007:2022","E06000007:2023","E06000008:2021","E06000008:2022","E06000008:2023","E06000009:2021","E06000009:2022","E06000009:2023","E06000011:2021","E06000011:2022","E06000011:2023","E06000012:2021","E06000012:2022","E06000012:2023","E06000013:2021","E06000013:2022","E06000013:2023","E06000014:2021","E06000014:2022","E06000014:2023","E06000015:2021","E06000015:2022","E06000015:2023","E06000016:2021","E06000016:2022","E06000016:2023","E06000017:2021","E06000017:2022","E06000017:2023","E06000018:2021","E06000018:2022","E06000018:2023","E06000020:2021","E06000020:2022","E06000020:2023","E06000030:2021","E06000030:2022","E06000030:2023","E06000031:2021","E06000031:2022","E06000031:2023","E06000034:2021","E06000034:2022","E06000034:2023","E06000035:2021","E06000035:2022","E06000035:2023","E06000036:2021","E06000036:2022","E06000036:2023","E06000037:2021","E06000037:2022","E06000037:2023","E06000038:2021","E06000038:2022","E06000038:2023","E06000039:2021","E06000039:2022","E06000039:2023","E06000040:2021","E06000040:2022","E06000040:2023","E06000041:2021","E06000041:2022","E06000041:2023","E06000042:2021","E06000042:2022","E06000042:2023","E06000043:2021","E06000043:2022","E06000043:2023","E06000047:2021","E06000047:2022","E06000047:2023","E06000049:2021","E06000049:2022","E06000049:2023","E06000051:2021","E06000051:2022","E06000051:2023","E06000054:2021","E06000054:2022","E06000054:2023","E06000055:2021","E06000055:2022","E06000055:2023","E06000056:2021","E06000056:2022","E06000056:2023","E06000057:2021","E06000057:2022","E06000057:2023","E06000059:2021","E06000059:2022","E06000059:2023","E08000001:2021","E08000001:2022","E08000001:2023","E08000002:2021","E08000002:2022","E08000002:2023","E08000003:2021","E08000003:2022","E08000003:2023","E08000004:2021","E08000004:2022","E08000004:2023","E08000005:2021","E08000005:2022","E08000005:2023","E08000006:2021","E08000006:2022","E08000006:2023","E08000007:2021","E08000007:2022","E08000007:2023","E08000008:2021","E08000008:2022","E08000008:2023","E08000009:2021","E08000009:2022","E08000009:2023","E08000010:2021","E08000010:2022","E08000010:2023","E08000013:2021","E08000013:2022","E08000013:2023","E08000014:2021","E08000014:2022","E08000014:2023","E08000017:2021","E08000017:2022","E08000017:2023","E08000018:2021","E08000018:2022","E08000018:2023","E08000021:2021","E08000021:2022","E08000021:2023","E08000023:2021","E08000023:2022","E08000023:2023","E08000024:2021","E08000024:2022","E08000024:2023","E08000025:2021","E08000025:2022","E08000025:2023","E08000026:2021","E08000026:2022","E08000026:2023","E08000027:2021","E08000027:2022","E08000027:2023","E08000028:2021","E08000028:2022","E08000028:2023","E08000029:2021","E08000029:2022","E08000029:2023","E08000030:2021","E08000030:2022","E08000030:2023","E08000031:2021","E08000031:2022","E08000031:2023","E08000034:2021","E08000034:2022","E08000034:2023","E08000035:2021","E08000035:2022","E08000035:2023","E08000036:2021","E08000036:2022","E08000036:2023","E08000037:2021","E08000037:2022","E08000037:2023","E09000001:2021","E09000001:2022","E09000001:2023","E09000002:2021","E09000002:2022","E09000002:2023","E09000003:2021","E09000003:2022","E09000003:2023","E09000004:2021","E09000004:2022","E09000004:2023","E09000005:2021","E09000005:2022","E09000005:2023","E09000006:2021","E09000006:2022","E09000006:2023","E09000007:2021","E09000007:2022","E09000007:2023","E09000008:2021","E09000008:2022","E09000008:2023","E09000009:2021","E09000009:2022","E09000009:2023","E09000010:2021","E09000010:2022","E09000010:2023","E09000011:2021","E09000011:2022","E09000011:2023","E09000012:2021","E09000012:2022","E09000012:2023","E09000013:2021","E09000013:2022","E09000013:2023","E09000014:2021","E09000014:2022","E09000014:2023","E09000015:2021","E09000015:2022","E09000015:2023","E09000016:2021","E09000016:2022","E09000016:2023","E09000017:2021","E09000017:2022","E09000017:2023","E09000019:2021","E09000019:2022","E09000019:2023","E09000020:2021","E09000020:2022","E09000020:2023","E09000022:2021","E09000022:2022","E09000022:2023","E09000023:2021","E09000023:2022","E09000023:2023","E09000025:2021","E09000025:2022","E09000025:2023","E09000026:2021","E09000026:2022","E09000026:2023","E09000028:2021","E09000028:2022","E09000028:2023","E09000030:2021","E09000030:2022","E09000030:2023","E09000031:2021","E09000031:2022","E09000031:2023","E09000033:2021","E09000033:2022","E09000033:2023","E10000003:2021","E10000003:2022","E10000003:2023","E10000007:2021","E10000007:2022","E10000007:2023","E10000008:2021","E10000008:2022","E10000008:2023","E10000011:2021","E10000011:2022","E10000011:2023","E10000012:2021","E10000012:2022","E10000012:2023","E10000013:2021","E10000013:2022","E10000013:2023","E10000016:2021","E10000016:2022","E10000016:2023","E10000017:2021","E10000017:2022","E10000017:2023","E10000018:2021","E10000018:2022","E10000018:2023","E10000019:2021","E10000019:2022","E10000019:2023","E10000020:2021","E10000020:2022","E10000020:2023","E10000024:2021","E10000024:2022","E10000024:2023","E10000025:2021","E10000025:2022","E10000025:2023","E10000029:2021","E10000029:2022","E10000029:2023","E10000031:2021","E10000031:2022","E10000031:2023"],"selectedId":"M2-curve","mapping":[1,2,3,4,5,6,7,8,9,10],"fullTrainingAdmissibleMergedPartitions":0,"allInnerTrainingAdmissibleMergedPartitions":0,"partitionsConsidered":512,"candidates":[{"id":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"bands":1,"meanParameters":20,"score":50.34225746136587,"temporalMeanDeviance":37.03551604150937,"spatialMeanDeviance":63.64899888122237,"calibration":{"time|England":{"oe":0.9661394431254365,"passed":true},"time|London":{"oe":0.9757356265286493,"passed":true},"time|South East":{"oe":0.9585175029130235,"passed":true},"time|North West":{"oe":0.9106337070109721,"passed":true},"time|West Midlands":{"oe":0.9484160358771928,"passed":true},"space|England":{"oe":1.0321345952946372,"passed":true},"space|London":{"oe":0.9714989892253629,"passed":true},"space|South East":{"oe":1.182189415297787,"passed":false},"space|North West":{"oe":1.0428175189293851,"passed":true},"space|West Midlands":{"oe":1.0257100708298186,"passed":true}},"lossAgainstM1Percent":4.978889723153723,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":10,"meanParameters":29,"score":47.95464840038461,"temporalMeanDeviance":32.5383243842741,"spatialMeanDeviance":63.37097241649512,"calibration":{"time|England":{"oe":0.9662067365533646,"passed":true},"time|London":{"oe":0.9772047986649522,"passed":true},"time|South East":{"oe":0.9577828141564148,"passed":true},"time|North West":{"oe":0.9113020085854224,"passed":true},"time|West Midlands":{"oe":0.9458000937240011,"passed":true},"space|England":{"oe":1.0422396725687115,"passed":true},"space|London":{"oe":0.9737554275258624,"passed":true},"space|South East":{"oe":1.2070458327248472,"passed":false},"space|North West":{"oe":1.0675469279900716,"passed":true},"space|West Midlands":{"oe":1.0809497925548057,"passed":true}},"lossAgainstM1Percent":0.0,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-linear","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":21,"score":47.39600387282502,"temporalMeanDeviance":35.447741191950946,"spatialMeanDeviance":59.34426655369909,"calibration":{"time|England":{"oe":0.9661280031707327,"passed":true},"time|London":{"oe":0.97715123449131,"passed":true},"time|South East":{"oe":0.9582762836278049,"passed":true},"time|North West":{"oe":0.9105850973548237,"passed":true},"time|West Midlands":{"oe":0.9464125949116121,"passed":true},"space|England":{"oe":1.0277368325479113,"passed":true},"space|London":{"oe":0.97969427208942,"passed":true},"space|South East":{"oe":1.157730153030274,"passed":false},"space|North West":{"oe":1.043513407036158,"passed":true},"space|West Midlands":{"oe":1.0108198736769742,"passed":true}},"lossAgainstM1Percent":-1.1649434334192965,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-curve","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":22,"score":46.89763255786505,"temporalMeanDeviance":34.57066193144698,"spatialMeanDeviance":59.22460318428313,"calibration":{"time|England":{"oe":0.9662114097143192,"passed":true},"time|London":{"oe":0.9776366247371562,"passed":true},"time|South East":{"oe":0.9580479409696031,"passed":true},"time|North West":{"oe":0.9106891742370447,"passed":true},"time|West Midlands":{"oe":0.9463733542733904,"passed":true},"space|England":{"oe":1.0398952535840238,"passed":true},"space|London":{"oe":0.9861657556105996,"passed":true},"space|South East":{"oe":1.1838236288819561,"passed":false},"space|North West":{"oe":1.0687335248252348,"passed":true},"space|West Midlands":{"oe":1.0155466426948963,"passed":true}},"lossAgainstM1Percent":-2.2041989208101076,"withinScoreTolerance":true,"calibrationNotWorse":true,"eligibleSimplification":true,"selected":true}],"selectedBandCount":null,"model":{"spec":"regional_density","family":"Poisson","transform":{"spec":"regional_density","regions":["East Midlands","East of England","London","North East","North West","South East","South West","West Midlands","Yorkshire and The Humber"],"years":[2021,2022,2023],"densityCenter":7.287123527665819,"continuous":["urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity","frostLinear","frostSpline"],"means":[0.8784794580741085,7.287123527665819,0.2443049506541424,0.1681159631942769,0.04760183919087507,13.85294499956016,1.8462254287383602,0.3908932685786283,-0.04602534928208122,-1.804552979708191e-16,6.195896008905271],"scales":[0.16784382347687346,1.3587587823960368,0.1758848892397576,0.015997965201232024,0.025106471205999747,0.31969108099197246,1.969171507000757,0.7216243150408433,0.3625265129915293,0.8531794422642072,7.154464568406705],"dropped":[],"columns":["intercept","region:East of England","region:London","region:North East","region:North West","region:South East","region:South West","region:West Midlands","region:Yorkshire and The Humber","year:2022","year:2023","urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity","frostLinear","frostSpline"]},"beta":[-3.005096626562868,-0.08833002739520289,-0.06642358223457479,-0.31807875368081284,-0.2518229024589762,0.16456858642711708,-0.22370352682109046,-0.030617862074096194,0.07682525831103325,0.011396509992744146,-0.0280024303722751,0.06964985244906535,0.27582943309919233,-0.1092877477139198,0.02593313145158521,-0.03454163275337881,-0.10735812473617877,0.06371757596656127,0.3317093335507094,0.022633057111102455,0.017827659065240344,-0.1170915314824349],"alpha":0.0,"meanParameters":22,"parameters":22,"trainingYears":[2021,2022,2023],"trainingRows":315,"trainingAuthorities":105,"trainingRowIds":["E06000001:2021","E06000001:2022","E06000001:2023","E06000002:2021","E06000002:2022","E06000002:2023","E06000003:2021","E06000003:2022","E06000003:2023","E06000007:2021","E06000007:2022","E06000007:2023","E06000008:2021","E06000008:2022","E06000008:2023","E06000009:2021","E06000009:2022","E06000009:2023","E06000011:2021","E06000011:2022","E06000011:2023","E06000012:2021","E06000012:2022","E06000012:2023","E06000013:2021","E06000013:2022","E06000013:2023","E06000014:2021","E06000014:2022","E06000014:2023","E06000015:2021","E06000015:2022","E06000015:2023","E06000016:2021","E06000016:2022","E06000016:2023","E06000017:2021","E06000017:2022","E06000017:2023","E06000018:2021","E06000018:2022","E06000018:2023","E06000020:2021","E06000020:2022","E06000020:2023","E06000030:2021","E06000030:2022","E06000030:2023","E06000031:2021","E06000031:2022","E06000031:2023","E06000034:2021","E06000034:2022","E06000034:2023","E06000035:2021","E06000035:2022","E06000035:2023","E06000036:2021","E06000036:2022","E06000036:2023","E06000037:2021","E06000037:2022","E06000037:2023","E06000038:2021","E06000038:2022","E06000038:2023","E06000039:2021","E06000039:2022","E06000039:2023","E06000040:2021","E06000040:2022","E06000040:2023","E06000041:2021","E06000041:2022","E06000041:2023","E06000042:2021","E06000042:2022","E06000042:2023","E06000043:2021","E06000043:2022","E06000043:2023","E06000047:2021","E06000047:2022","E06000047:2023","E06000049:2021","E06000049:2022","E06000049:2023","E06000051:2021","E06000051:2022","E06000051:2023","E06000054:2021","E06000054:2022","E06000054:2023","E06000055:2021","E06000055:2022","E06000055:2023","E06000056:2021","E06000056:2022","E06000056:2023","E06000057:2021","E06000057:2022","E06000057:2023","E06000059:2021","E06000059:2022","E06000059:2023","E08000001:2021","E08000001:2022","E08000001:2023","E08000002:2021","E08000002:2022","E08000002:2023","E08000003:2021","E08000003:2022","E08000003:2023","E08000004:2021","E08000004:2022","E08000004:2023","E08000005:2021","E08000005:2022","E08000005:2023","E08000006:2021","E08000006:2022","E08000006:2023","E08000007:2021","E08000007:2022","E08000007:2023","E08000008:2021","E08000008:2022","E08000008:2023","E08000009:2021","E08000009:2022","E08000009:2023","E08000010:2021","E08000010:2022","E08000010:2023","E08000013:2021","E08000013:2022","E08000013:2023","E08000014:2021","E08000014:2022","E08000014:2023","E08000017:2021","E08000017:2022","E08000017:2023","E08000018:2021","E08000018:2022","E08000018:2023","E08000021:2021","E08000021:2022","E08000021:2023","E08000023:2021","E08000023:2022","E08000023:2023","E08000024:2021","E08000024:2022","E08000024:2023","E08000025:2021","E08000025:2022","E08000025:2023","E08000026:2021","E08000026:2022","E08000026:2023","E08000027:2021","E08000027:2022","E08000027:2023","E08000028:2021","E08000028:2022","E08000028:2023","E08000029:2021","E08000029:2022","E08000029:2023","E08000030:2021","E08000030:2022","E08000030:2023","E08000031:2021","E08000031:2022","E08000031:2023","E08000034:2021","E08000034:2022","E08000034:2023","E08000035:2021","E08000035:2022","E08000035:2023","E08000036:2021","E08000036:2022","E08000036:2023","E08000037:2021","E08000037:2022","E08000037:2023","E09000001:2021","E09000001:2022","E09000001:2023","E09000002:2021","E09000002:2022","E09000002:2023","E09000003:2021","E09000003:2022","E09000003:2023","E09000004:2021","E09000004:2022","E09000004:2023","E09000005:2021","E09000005:2022","E09000005:2023","E09000006:2021","E09000006:2022","E09000006:2023","E09000007:2021","E09000007:2022","E09000007:2023","E09000008:2021","E09000008:2022","E09000008:2023","E09000009:2021","E09000009:2022","E09000009:2023","E09000010:2021","E09000010:2022","E09000010:2023","E09000011:2021","E09000011:2022","E09000011:2023","E09000012:2021","E09000012:2022","E09000012:2023","E09000013:2021","E09000013:2022","E09000013:2023","E09000014:2021","E09000014:2022","E09000014:2023","E09000015:2021","E09000015:2022","E09000015:2023","E09000016:2021","E09000016:2022","E09000016:2023","E09000017:2021","E09000017:2022","E09000017:2023","E09000019:2021","E09000019:2022","E09000019:2023","E09000020:2021","E09000020:2022","E09000020:2023","E09000022:2021","E09000022:2022","E09000022:2023","E09000023:2021","E09000023:2022","E09000023:2023","E09000025:2021","E09000025:2022","E09000025:2023","E09000026:2021","E09000026:2022","E09000026:2023","E09000028:2021","E09000028:2022","E09000028:2023","E09000030:2021","E09000030:2022","E09000030:2023","E09000031:2021","E09000031:2022","E09000031:2023","E09000033:2021","E09000033:2022","E09000033:2023","E10000003:2021","E10000003:2022","E10000003:2023","E10000007:2021","E10000007:2022","E10000007:2023","E10000008:2021","E10000008:2022","E10000008:2023","E10000011:2021","E10000011:2022","E10000011:2023","E10000012:2021","E10000012:2022","E10000012:2023","E10000013:2021","E10000013:2022","E10000013:2023","E10000016:2021","E10000016:2022","E10000016:2023","E10000017:2021","E10000017:2022","E10000017:2023","E10000018:2021","E10000018:2022","E10000018:2023","E10000019:2021","E10000019:2022","E10000019:2023","E10000020:2021","E10000020:2022","E10000020:2023","E10000024:2021","E10000024:2022","E10000024:2023","E10000025:2021","E10000025:2022","E10000025:2023","E10000029:2021","E10000029:2022","E10000029:2023","E10000031:2021","E10000031:2022","E10000031:2023"],"converged":true,"projectedGradientMax":2.101601831717874e-05,"negativePenalizedLogLikelihoodPerRow":19.08035644602365,"pearsonDispersion":33.197585524216464,"poissonVarianceDispersion":33.197585524216464,"designConditionNumber":31.266143185151467,"frostTransform":{"candidate":"M2-curve","center":36.509883914285716,"ruralCenter":0.12152054192589147,"trunkCenter":0.2443049506541424,"knots":[25.017799200000002,38.072292,48.243178],"seenBands":[1,2,3,4,5,6,7,8,9,10],"trainingFrostRange":[18.0685,54.934584]},"candidate":"M2-curve","bandMapping":[1,2,3,4,5,6,7,8,9,10]}},{"context":"outer-space-1","trainingYears":[2021,2022,2023],"trainingRowIds":["E06000001:2021","E06000001:2022","E06000001:2023","E06000004:2021","E06000004:2022","E06000004:2023","E06000005:2021","E06000005:2022","E06000005:2023","E06000006:2021","E06000006:2022","E06000006:2023","E06000008:2021","E06000008:2022","E06000008:2023","E06000009:2021","E06000009:2022","E06000009:2023","E06000011:2021","E06000011:2022","E06000011:2023","E06000012:2021","E06000012:2022","E06000012:2023","E06000013:2021","E06000013:2022","E06000013:2023","E06000014:2021","E06000014:2022","E06000014:2023","E06000015:2021","E06000015:2022","E06000015:2023","E06000018:2021","E06000018:2022","E06000018:2023","E06000019:2021","E06000019:2022","E06000019:2023","E06000026:2021","E06000026:2022","E06000026:2023","E06000030:2021","E06000030:2022","E06000030:2023","E06000031:2021","E06000031:2022","E06000031:2023","E06000032:2021","E06000032:2022","E06000032:2023","E06000035:2021","E06000035:2022","E06000035:2023","E06000036:2021","E06000036:2022","E06000036:2023","E06000037:2021","E06000037:2022","E06000037:2023","E06000038:2021","E06000038:2022","E06000038:2023","E06000039:2021","E06000039:2022","E06000039:2023","E06000040:2021","E06000040:2022","E06000040:2023","E06000041:2021","E06000041:2022","E06000041:2023","E06000042:2021","E06000042:2022","E06000042:2023","E06000047:2021","E06000047:2022","E06000047:2023","E06000050:2021","E06000050:2022","E06000050:2023","E06000052:2021","E06000052:2022","E06000052:2023","E06000054:2021","E06000054:2022","E06000054:2023","E06000055:2021","E06000055:2022","E06000055:2023","E06000056:2021","E06000056:2022","E06000056:2023","E06000057:2021","E06000057:2022","E06000057:2023","E06000059:2021","E06000059:2022","E06000059:2023","E06000061:2021","E06000061:2022","E06000061:2023","E06000062:2021","E06000062:2022","E06000062:2023","E08000001:2021","E08000001:2022","E08000001:2023","E08000002:2021","E08000002:2022","E08000002:2023","E08000003:2021","E08000003:2022","E08000003:2023","E08000004:2021","E08000004:2022","E08000004:2023","E08000005:2021","E08000005:2022","E08000005:2023","E08000006:2021","E08000006:2022","E08000006:2023","E08000008:2021","E08000008:2022","E08000008:2023","E08000010:2021","E08000010:2022","E08000010:2023","E08000011:2021","E08000011:2022","E08000011:2023","E08000013:2021","E08000013:2022","E08000013:2023","E08000014:2021","E08000014:2022","E08000014:2023","E08000015:2021","E08000015:2022","E08000015:2023","E08000017:2021","E08000017:2022","E08000017:2023","E08000018:2021","E08000018:2022","E08000018:2023","E08000021:2021","E08000021:2022","E08000021:2023","E08000023:2021","E08000023:2022","E08000023:2023","E08000024:2021","E08000024:2022","E08000024:2023","E08000025:2021","E08000025:2022","E08000025:2023","E08000026:2021","E08000026:2022","E08000026:2023","E08000027:2021","E08000027:2022","E08000027:2023","E08000028:2021","E08000028:2022","E08000028:2023","E08000029:2021","E08000029:2022","E08000029:2023","E08000030:2021","E08000030:2022","E08000030:2023","E08000032:2021","E08000032:2022","E08000032:2023","E08000033:2021","E08000033:2022","E08000033:2023","E08000036:2021","E08000036:2022","E08000036:2023","E08000037:2021","E08000037:2022","E08000037:2023","E09000001:2021","E09000001:2022","E09000001:2023","E09000002:2021","E09000002:2022","E09000002:2023","E09000004:2021","E09000004:2022","E09000004:2023","E09000006:2021","E09000006:2022","E09000006:2023","E09000007:2021","E09000007:2022","E09000007:2023","E09000008:2021","E09000008:2022","E09000008:2023","E09000010:2021","E09000010:2022","E09000010:2023","E09000011:2021","E09000011:2022","E09000011:2023","E09000012:2021","E09000012:2022","E09000012:2023","E09000014:2021","E09000014:2022","E09000014:2023","E09000016:2021","E09000016:2022","E09000016:2023","E09000018:2021","E09000018:2022","E09000018:2023","E09000019:2021","E09000019:2022","E09000019:2023","E09000021:2021","E09000021:2022","E09000021:2023","E09000022:2021","E09000022:2022","E09000022:2023","E09000023:2021","E09000023:2022","E09000023:2023","E09000024:2021","E09000024:2022","E09000024:2023","E09000025:2021","E09000025:2022","E09000025:2023","E09000026:2021","E09000026:2022","E09000026:2023","E09000027:2021","E09000027:2022","E09000027:2023","E09000028:2021","E09000028:2022","E09000028:2023","E09000029:2021","E09000029:2022","E09000029:2023","E09000030:2021","E09000030:2022","E09000030:2023","E09000031:2021","E09000031:2022","E09000031:2023","E09000032:2021","E09000032:2022","E09000032:2023","E09000033:2021","E09000033:2022","E09000033:2023","E10000003:2021","E10000003:2022","E10000003:2023","E10000007:2021","E10000007:2022","E10000007:2023","E10000013:2021","E10000013:2022","E10000013:2023","E10000014:2021","E10000014:2022","E10000014:2023","E10000015:2021","E10000015:2022","E10000015:2023","E10000017:2021","E10000017:2022","E10000017:2023","E10000018:2021","E10000018:2022","E10000018:2023","E10000019:2021","E10000019:2022","E10000019:2023","E10000020:2021","E10000020:2022","E10000020:2023","E10000024:2021","E10000024:2022","E10000024:2023","E10000025:2021","E10000025:2022","E10000025:2023","E10000029:2021","E10000029:2022","E10000029:2023","E10000030:2021","E10000030:2022","E10000030:2023","E10000031:2021","E10000031:2022","E10000031:2023","E10000032:2021","E10000032:2022","E10000032:2023","E10000034:2021","E10000034:2022","E10000034:2023"],"selectedId":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"fullTrainingAdmissibleMergedPartitions":0,"allInnerTrainingAdmissibleMergedPartitions":0,"partitionsConsidered":512,"candidates":[{"id":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"bands":1,"meanParameters":20,"score":44.32194983099173,"temporalMeanDeviance":34.10457918348418,"spatialMeanDeviance":54.539320478499285,"calibration":{"time|England":{"oe":0.9710426263617635,"passed":true},"time|London":{"oe":0.966902766325826,"passed":true},"time|South East":{"oe":0.9848672472989387,"passed":true},"time|North West":{"oe":0.9304839387052831,"passed":true},"space|England":{"oe":1.0245725682942104,"passed":true},"space|London":{"oe":0.9734328783237113,"passed":true},"space|South East":{"oe":1.2110917364035592,"passed":false},"space|North West":{"oe":0.9966128732967939,"passed":true}},"lossAgainstM1Percent":-14.731569354389562,"withinScoreTolerance":true,"calibrationNotWorse":true,"eligibleSimplification":true,"selected":true},{"id":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":10,"meanParameters":29,"score":51.97931930423466,"temporalMeanDeviance":31.8304809524155,"spatialMeanDeviance":72.12815765605382,"calibration":{"time|England":{"oe":0.9710067824140678,"passed":true},"time|London":{"oe":0.9673065883912824,"passed":true},"time|South East":{"oe":0.9846613563805643,"passed":true},"time|North West":{"oe":0.9305709754892187,"passed":true},"space|England":{"oe":1.0342984604125012,"passed":true},"space|London":{"oe":0.9624717679056033,"passed":true},"space|South East":{"oe":1.294788037532111,"passed":false},"space|North West":{"oe":1.0212835477147892,"passed":true}},"lossAgainstM1Percent":0.0,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-linear","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":21,"score":46.78133574886464,"temporalMeanDeviance":34.09155075505763,"spatialMeanDeviance":59.47112074267165,"calibration":{"time|England":{"oe":0.9710317813423374,"passed":true},"time|London":{"oe":0.9670243393529017,"passed":true},"time|South East":{"oe":0.9848460976565706,"passed":true},"time|North West":{"oe":0.9304953787073321,"passed":true},"space|England":{"oe":1.0167456522936569,"passed":true},"space|London":{"oe":0.9754771345547153,"passed":true},"space|South East":{"oe":1.1995631439182666,"passed":false},"space|North West":{"oe":0.9782915488739204,"passed":true}},"lossAgainstM1Percent":-10.000099318242794,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-curve","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":22,"score":46.33838875844404,"temporalMeanDeviance":33.89253022126499,"spatialMeanDeviance":58.78424729562308,"calibration":{"time|England":{"oe":0.9710614786152484,"passed":true},"time|London":{"oe":0.9670900119099926,"passed":true},"time|South East":{"oe":0.9848188168366315,"passed":true},"time|North West":{"oe":0.9305385692726452,"passed":true},"space|England":{"oe":1.022853000745632,"passed":true},"space|London":{"oe":0.9739233270105087,"passed":true},"space|South East":{"oe":1.2074984169308307,"passed":false},"space|North West":{"oe":0.9852903920009767,"passed":true}},"lossAgainstM1Percent":-10.852259362563565,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false}],"selectedBandCount":1,"model":{"spec":"regional_density","family":"Poisson","transform":{"spec":"regional_density","regions":["East Midlands","East of England","London","North East","North West","South East","South West","West Midlands","Yorkshire and The Humber"],"years":[2021,2022,2023],"densityCenter":7.232385699455676,"continuous":["urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity"],"means":[0.8791678945041994,7.232385699455676,0.2465930179516297,0.16798011204895766,0.04713780446742455,13.847053682242386,1.7668152358018618,0.3830026013153694,-0.05321517861086715],"scales":[0.1602491278606497,1.3292160230007242,0.17417359289554063,0.016030759156717422,0.024513371921923537,0.31751118598893247,1.854728595606703,0.7158501038484899,0.34527480594946686],"dropped":[],"columns":["intercept","region:East of England","region:London","region:North East","region:North West","region:South East","region:South West","region:West Midlands","region:Yorkshire and The Humber","year:2022","year:2023","urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity"]},"beta":[-3.0301411649826324,-0.051730011238617875,-0.051405268215408396,-0.40584203045465606,-0.22522537433568127,0.07957799950563497,-0.15505907780216516,-0.13045254181237742,0.1634449265680501,0.028186229161816137,-0.004164000312300921,0.08284097824694381,0.37493457148639764,-0.09076661993264029,0.04729265946490058,-0.06846793701957261,-0.14217332992329107,0.08664801565045337,0.256609158156626,0.03137824518171872],"alpha":0.0,"meanParameters":20,"parameters":20,"trainingYears":[2021,2022,2023],"trainingRows":312,"trainingAuthorities":104,"trainingRowIds":["E06000001:2021","E06000001:2022","E06000001:2023","E06000004:2021","E06000004:2022","E06000004:2023","E06000005:2021","E06000005:2022","E06000005:2023","E06000006:2021","E06000006:2022","E06000006:2023","E06000008:2021","E06000008:2022","E06000008:2023","E06000009:2021","E06000009:2022","E06000009:2023","E06000011:2021","E06000011:2022","E06000011:2023","E06000012:2021","E06000012:2022","E06000012:2023","E06000013:2021","E06000013:2022","E06000013:2023","E06000014:2021","E06000014:2022","E06000014:2023","E06000015:2021","E06000015:2022","E06000015:2023","E06000018:2021","E06000018:2022","E06000018:2023","E06000019:2021","E06000019:2022","E06000019:2023","E06000026:2021","E06000026:2022","E06000026:2023","E06000030:2021","E06000030:2022","E06000030:2023","E06000031:2021","E06000031:2022","E06000031:2023","E06000032:2021","E06000032:2022","E06000032:2023","E06000035:2021","E06000035:2022","E06000035:2023","E06000036:2021","E06000036:2022","E06000036:2023","E06000037:2021","E06000037:2022","E06000037:2023","E06000038:2021","E06000038:2022","E06000038:2023","E06000039:2021","E06000039:2022","E06000039:2023","E06000040:2021","E06000040:2022","E06000040:2023","E06000041:2021","E06000041:2022","E06000041:2023","E06000042:2021","E06000042:2022","E06000042:2023","E06000047:2021","E06000047:2022","E06000047:2023","E06000050:2021","E06000050:2022","E06000050:2023","E06000052:2021","E06000052:2022","E06000052:2023","E06000054:2021","E06000054:2022","E06000054:2023","E06000055:2021","E06000055:2022","E06000055:2023","E06000056:2021","E06000056:2022","E06000056:2023","E06000057:2021","E06000057:2022","E06000057:2023","E06000059:2021","E06000059:2022","E06000059:2023","E06000061:2021","E06000061:2022","E06000061:2023","E06000062:2021","E06000062:2022","E06000062:2023","E08000001:2021","E08000001:2022","E08000001:2023","E08000002:2021","E08000002:2022","E08000002:2023","E08000003:2021","E08000003:2022","E08000003:2023","E08000004:2021","E08000004:2022","E08000004:2023","E08000005:2021","E08000005:2022","E08000005:2023","E08000006:2021","E08000006:2022","E08000006:2023","E08000008:2021","E08000008:2022","E08000008:2023","E08000010:2021","E08000010:2022","E08000010:2023","E08000011:2021","E08000011:2022","E08000011:2023","E08000013:2021","E08000013:2022","E08000013:2023","E08000014:2021","E08000014:2022","E08000014:2023","E08000015:2021","E08000015:2022","E08000015:2023","E08000017:2021","E08000017:2022","E08000017:2023","E08000018:2021","E08000018:2022","E08000018:2023","E08000021:2021","E08000021:2022","E08000021:2023","E08000023:2021","E08000023:2022","E08000023:2023","E08000024:2021","E08000024:2022","E08000024:2023","E08000025:2021","E08000025:2022","E08000025:2023","E08000026:2021","E08000026:2022","E08000026:2023","E08000027:2021","E08000027:2022","E08000027:2023","E08000028:2021","E08000028:2022","E08000028:2023","E08000029:2021","E08000029:2022","E08000029:2023","E08000030:2021","E08000030:2022","E08000030:2023","E08000032:2021","E08000032:2022","E08000032:2023","E08000033:2021","E08000033:2022","E08000033:2023","E08000036:2021","E08000036:2022","E08000036:2023","E08000037:2021","E08000037:2022","E08000037:2023","E09000001:2021","E09000001:2022","E09000001:2023","E09000002:2021","E09000002:2022","E09000002:2023","E09000004:2021","E09000004:2022","E09000004:2023","E09000006:2021","E09000006:2022","E09000006:2023","E09000007:2021","E09000007:2022","E09000007:2023","E09000008:2021","E09000008:2022","E09000008:2023","E09000010:2021","E09000010:2022","E09000010:2023","E09000011:2021","E09000011:2022","E09000011:2023","E09000012:2021","E09000012:2022","E09000012:2023","E09000014:2021","E09000014:2022","E09000014:2023","E09000016:2021","E09000016:2022","E09000016:2023","E09000018:2021","E09000018:2022","E09000018:2023","E09000019:2021","E09000019:2022","E09000019:2023","E09000021:2021","E09000021:2022","E09000021:2023","E09000022:2021","E09000022:2022","E09000022:2023","E09000023:2021","E09000023:2022","E09000023:2023","E09000024:2021","E09000024:2022","E09000024:2023","E09000025:2021","E09000025:2022","E09000025:2023","E09000026:2021","E09000026:2022","E09000026:2023","E09000027:2021","E09000027:2022","E09000027:2023","E09000028:2021","E09000028:2022","E09000028:2023","E09000029:2021","E09000029:2022","E09000029:2023","E09000030:2021","E09000030:2022","E09000030:2023","E09000031:2021","E09000031:2022","E09000031:2023","E09000032:2021","E09000032:2022","E09000032:2023","E09000033:2021","E09000033:2022","E09000033:2023","E10000003:2021","E10000003:2022","E10000003:2023","E10000007:2021","E10000007:2022","E10000007:2023","E10000013:2021","E10000013:2022","E10000013:2023","E10000014:2021","E10000014:2022","E10000014:2023","E10000015:2021","E10000015:2022","E10000015:2023","E10000017:2021","E10000017:2022","E10000017:2023","E10000018:2021","E10000018:2022","E10000018:2023","E10000019:2021","E10000019:2022","E10000019:2023","E10000020:2021","E10000020:2022","E10000020:2023","E10000024:2021","E10000024:2022","E10000024:2023","E10000025:2021","E10000025:2022","E10000025:2023","E10000029:2021","E10000029:2022","E10000029:2023","E10000030:2021","E10000030:2022","E10000030:2023","E10000031:2021","E10000031:2022","E10000031:2023","E10000032:2021","E10000032:2022","E10000032:2023","E10000034:2021","E10000034:2022","E10000034:2023"],"converged":true,"projectedGradientMax":4.3661051313191984e-05,"negativePenalizedLogLikelihoodPerRow":19.09269246758354,"pearsonDispersion":32.9608877664906,"poissonVarianceDispersion":32.9608877664906,"designConditionNumber":25.838334680294675,"frostTransform":{"candidate":"M0","center":36.64800430769231,"ruralCenter":0.12083210549580063,"trunkCenter":0.2465930179516297,"knots":[23.2532768,38.381733999999994,48.064424200000005],"seenBands":[1],"trainingFrostRange":[17.449788,54.934584]},"candidate":"M0","bandMapping":[1,1,1,1,1,1,1,1,1,1]}},{"context":"outer-space-2","trainingYears":[2021,2022,2023],"trainingRowIds":["E06000002:2021","E06000002:2022","E06000002:2023","E06000003:2021","E06000003:2022","E06000003:2023","E06000004:2021","E06000004:2022","E06000004:2023","E06000005:2021","E06000005:2022","E06000005:2023","E06000006:2021","E06000006:2022","E06000006:2023","E06000007:2021","E06000007:2022","E06000007:2023","E06000008:2021","E06000008:2022","E06000008:2023","E06000011:2021","E06000011:2022","E06000011:2023","E06000012:2021","E06000012:2022","E06000012:2023","E06000013:2021","E06000013:2022","E06000013:2023","E06000014:2021","E06000014:2022","E06000014:2023","E06000016:2021","E06000016:2022","E06000016:2023","E06000017:2021","E06000017:2022","E06000017:2023","E06000018:2021","E06000018:2022","E06000018:2023","E06000019:2021","E06000019:2022","E06000019:2023","E06000020:2021","E06000020:2022","E06000020:2023","E06000026:2021","E06000026:2022","E06000026:2023","E06000030:2021","E06000030:2022","E06000030:2023","E06000031:2021","E06000031:2022","E06000031:2023","E06000032:2021","E06000032:2022","E06000032:2023","E06000034:2021","E06000034:2022","E06000034:2023","E06000035:2021","E06000035:2022","E06000035:2023","E06000036:2021","E06000036:2022","E06000036:2023","E06000039:2021","E06000039:2022","E06000039:2023","E06000040:2021","E06000040:2022","E06000040:2023","E06000041:2021","E06000041:2022","E06000041:2023","E06000042:2021","E06000042:2022","E06000042:2023","E06000043:2021","E06000043:2022","E06000043:2023","E06000049:2021","E06000049:2022","E06000049:2023","E06000050:2021","E06000050:2022","E06000050:2023","E06000051:2021","E06000051:2022","E06000051:2023","E06000052:2021","E06000052:2022","E06000052:2023","E06000054:2021","E06000054:2022","E06000054:2023","E06000057:2021","E06000057:2022","E06000057:2023","E06000061:2021","E06000061:2022","E06000061:2023","E06000062:2021","E06000062:2022","E06000062:2023","E08000001:2021","E08000001:2022","E08000001:2023","E08000002:2021","E08000002:2022","E08000002:2023","E08000003:2021","E08000003:2022","E08000003:2023","E08000004:2021","E08000004:2022","E08000004:2023","E08000005:2021","E08000005:2022","E08000005:2023","E08000006:2021","E08000006:2022","E08000006:2023","E08000007:2021","E08000007:2022","E08000007:2023","E08000008:2021","E08000008:2022","E08000008:2023","E08000009:2021","E08000009:2022","E08000009:2023","E08000011:2021","E08000011:2022","E08000011:2023","E08000015:2021","E08000015:2022","E08000015:2023","E08000017:2021","E08000017:2022","E08000017:2023","E08000021:2021","E08000021:2022","E08000021:2023","E08000023:2021","E08000023:2022","E08000023:2023","E08000024:2021","E08000024:2022","E08000024:2023","E08000025:2021","E08000025:2022","E08000025:2023","E08000027:2021","E08000027:2022","E08000027:2023","E08000028:2021","E08000028:2022","E08000028:2023","E08000029:2021","E08000029:2022","E08000029:2023","E08000030:2021","E08000030:2022","E08000030:2023","E08000031:2021","E08000031:2022","E08000031:2023","E08000032:2021","E08000032:2022","E08000032:2023","E08000033:2021","E08000033:2022","E08000033:2023","E08000034:2021","E08000034:2022","E08000034:2023","E08000035:2021","E08000035:2022","E08000035:2023","E08000037:2021","E08000037:2022","E08000037:2023","E09000001:2021","E09000001:2022","E09000001:2023","E09000002:2021","E09000002:2022","E09000002:2023","E09000003:2021","E09000003:2022","E09000003:2023","E09000005:2021","E09000005:2022","E09000005:2023","E09000007:2021","E09000007:2022","E09000007:2023","E09000009:2021","E09000009:2022","E09000009:2023","E09000010:2021","E09000010:2022","E09000010:2023","E09000012:2021","E09000012:2022","E09000012:2023","E09000013:2021","E09000013:2022","E09000013:2023","E09000014:2021","E09000014:2022","E09000014:2023","E09000015:2021","E09000015:2022","E09000015:2023","E09000016:2021","E09000016:2022","E09000016:2023","E09000017:2021","E09000017:2022","E09000017:2023","E09000018:2021","E09000018:2022","E09000018:2023","E09000019:2021","E09000019:2022","E09000019:2023","E09000020:2021","E09000020:2022","E09000020:2023","E09000021:2021","E09000021:2022","E09000021:2023","E09000024:2021","E09000024:2022","E09000024:2023","E09000025:2021","E09000025:2022","E09000025:2023","E09000026:2021","E09000026:2022","E09000026:2023","E09000027:2021","E09000027:2022","E09000027:2023","E09000029:2021","E09000029:2022","E09000029:2023","E09000030:2021","E09000030:2022","E09000030:2023","E09000031:2021","E09000031:2022","E09000031:2023","E09000032:2021","E09000032:2022","E09000032:2023","E09000033:2021","E09000033:2022","E09000033:2023","E10000003:2021","E10000003:2022","E10000003:2023","E10000008:2021","E10000008:2022","E10000008:2023","E10000011:2021","E10000011:2022","E10000011:2023","E10000012:2021","E10000012:2022","E10000012:2023","E10000013:2021","E10000013:2022","E10000013:2023","E10000014:2021","E10000014:2022","E10000014:2023","E10000015:2021","E10000015:2022","E10000015:2023","E10000016:2021","E10000016:2022","E10000016:2023","E10000017:2021","E10000017:2022","E10000017:2023","E10000018:2021","E10000018:2022","E10000018:2023","E10000019:2021","E10000019:2022","E10000019:2023","E10000020:2021","E10000020:2022","E10000020:2023","E10000024:2021","E10000024:2022","E10000024:2023","E10000029:2021","E10000029:2022","E10000029:2023","E10000030:2021","E10000030:2022","E10000030:2023","E10000032:2021","E10000032:2022","E10000032:2023","E10000034:2021","E10000034:2022","E10000034:2023"],"selectedId":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"fullTrainingAdmissibleMergedPartitions":0,"allInnerTrainingAdmissibleMergedPartitions":0,"partitionsConsidered":512,"candidates":[{"id":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"bands":1,"meanParameters":20,"score":43.72713560259038,"temporalMeanDeviance":34.96120520319478,"spatialMeanDeviance":52.49306600198598,"calibration":{"time|England":{"oe":0.9695142149030763,"passed":true},"time|London":{"oe":0.9730669740186307,"passed":true},"time|South East":{"oe":0.9834419344640906,"passed":true},"time|North West":{"oe":0.921485742228719,"passed":true},"time|West Midlands":{"oe":0.9341864281867355,"passed":true},"space|England":{"oe":0.9951517068800333,"passed":true},"space|London":{"oe":0.9440099567917585,"passed":true},"space|South East":{"oe":0.9939333935611263,"passed":true},"space|North West":{"oe":1.0310237318218656,"passed":true},"space|West Midlands":{"oe":1.0215275776219117,"passed":true}},"lossAgainstM1Percent":3.523318248388141,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":10,"meanParameters":29,"score":42.23892388927672,"temporalMeanDeviance":29.707212586287554,"spatialMeanDeviance":54.77063519226589,"calibration":{"time|England":{"oe":0.9695243948890624,"passed":true},"time|London":{"oe":0.9738062876095613,"passed":true},"time|South East":{"oe":0.9838027925052525,"passed":true},"time|North West":{"oe":0.9214061665301175,"passed":true},"time|West Midlands":{"oe":0.9337307360525715,"passed":true},"space|England":{"oe":1.0154936518317674,"passed":true},"space|London":{"oe":0.9422341002694904,"passed":true},"space|South East":{"oe":1.0480457267983574,"passed":true},"space|North West":{"oe":1.0797489836914211,"passed":true},"space|West Midlands":{"oe":1.0808806808745741,"passed":true}},"lossAgainstM1Percent":0.0,"withinScoreTolerance":true,"calibrationNotWorse":true,"eligibleSimplification":true,"selected":true},{"id":"M2-linear","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":21,"score":44.807082704597974,"temporalMeanDeviance":34.83316942989691,"spatialMeanDeviance":54.78099597929904,"calibration":{"time|England":{"oe":0.969505004286947,"passed":true},"time|London":{"oe":0.9734551077286655,"passed":true},"time|South East":{"oe":0.9836230718974874,"passed":true},"time|North West":{"oe":0.9214686900909178,"passed":true},"time|West Midlands":{"oe":0.9335890347402723,"passed":true},"space|England":{"oe":0.9956651996771948,"passed":true},"space|London":{"oe":0.9407137007312264,"passed":true},"space|South East":{"oe":1.0180537882547636,"passed":true},"space|North West":{"oe":1.0130861772202113,"passed":true},"space|West Midlands":{"oe":1.0057250104653956,"passed":true}},"lossAgainstM1Percent":6.080076334457085,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-curve","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":22,"score":45.032854755490845,"temporalMeanDeviance":34.31007834174741,"spatialMeanDeviance":55.755631169234285,"calibration":{"time|England":{"oe":0.9695856058064636,"passed":true},"time|London":{"oe":0.9738599072365999,"passed":true},"time|South East":{"oe":0.9836163673203089,"passed":true},"time|North West":{"oe":0.9214204290682959,"passed":true},"time|West Midlands":{"oe":0.9336938303215697,"passed":true},"space|England":{"oe":1.0056067067059966,"passed":true},"space|London":{"oe":0.9357261758221088,"passed":true},"space|South East":{"oe":1.0304195700027405,"passed":true},"space|North West":{"oe":1.031297926570946,"passed":true},"space|West Midlands":{"oe":1.007316210555161,"passed":true}},"lossAgainstM1Percent":6.614588178283176,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false}],"selectedBandCount":10,"model":{"spec":"regional_density","family":"Poisson","transform":{"spec":"regional_density","regions":["East Midlands","East of England","London","North East","North West","South East","South West","West Midlands","Yorkshire and The Humber"],"years":[2021,2022,2023],"densityCenter":7.2291511221352165,"continuous":["urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity","frostA2","frostA3","frostA4","frostA5","frostA6","frostA7","frostA8","frostA9","frostA10"],"means":[0.8796738231332534,7.2291511221352165,0.24838063447381942,0.16882729833113022,0.04690013620187196,13.85418381217999,1.8148257896089872,0.3845158617430459,-0.04713791609058752,0.09523809523809523,0.10476190476190476,0.11428571428571428,0.0761904761904762,0.11428571428571428,0.11428571428571428,0.10476190476190476,0.08571428571428572,0.0761904761904762],"scales":[0.1655239040279781,1.3471547014389205,0.1657393526736795,0.016337577605364285,0.02447408190281157,0.347148041240901,1.974134336991474,0.7183046600650054,0.30157523366212746,0.29354352395090366,0.3062463845869244,0.318157963590287,0.26530263385112607,0.318157963590287,0.318157963590287,0.3062463845869244,0.27994168488950605,0.2653026338511261],"dropped":[],"columns":["intercept","region:East of England","region:London","region:North East","region:North West","region:South East","region:South West","region:West Midlands","region:Yorkshire and The Humber","year:2022","year:2023","urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity","frostA2","frostA3","frostA4","frostA5","frostA6","frostA7","frostA8","frostA9","frostA10"]},"beta":[-3.166155896869669,-0.0648031034383607,0.1550571004751319,-0.1475614107455859,-0.16665327364503577,0.26707902419504465,-0.044012569630621244,-0.1414979604168212,0.15021089240015126,0.04395824713604353,0.02255524743008324,0.07088900504128796,0.3737337332240257,-0.1566518057129369,0.08649446841950138,0.0035092357349866053,-0.11615883325196434,0.04938591401700981,0.221012714190129,0.025695840174274818,-0.006756313857559952,-0.030387846186000208,-0.06597574772956037,0.026047792321699504,0.016908361837760278,0.0479132960411842,-0.01913735236021899,-0.028074711764882344,-0.034817794346718584],"alpha":0.0,"meanParameters":29,"parameters":29,"trainingYears":[2021,2022,2023],"trainingRows":315,"trainingAuthorities":105,"trainingRowIds":["E06000002:2021","E06000002:2022","E06000002:2023","E06000003:2021","E06000003:2022","E06000003:2023","E06000004:2021","E06000004:2022","E06000004:2023","E06000005:2021","E06000005:2022","E06000005:2023","E06000006:2021","E06000006:2022","E06000006:2023","E06000007:2021","E06000007:2022","E06000007:2023","E06000008:2021","E06000008:2022","E06000008:2023","E06000011:2021","E06000011:2022","E06000011:2023","E06000012:2021","E06000012:2022","E06000012:2023","E06000013:2021","E06000013:2022","E06000013:2023","E06000014:2021","E06000014:2022","E06000014:2023","E06000016:2021","E06000016:2022","E06000016:2023","E06000017:2021","E06000017:2022","E06000017:2023","E06000018:2021","E06000018:2022","E06000018:2023","E06000019:2021","E06000019:2022","E06000019:2023","E06000020:2021","E06000020:2022","E06000020:2023","E06000026:2021","E06000026:2022","E06000026:2023","E06000030:2021","E06000030:2022","E06000030:2023","E06000031:2021","E06000031:2022","E06000031:2023","E06000032:2021","E06000032:2022","E06000032:2023","E06000034:2021","E06000034:2022","E06000034:2023","E06000035:2021","E06000035:2022","E06000035:2023","E06000036:2021","E06000036:2022","E06000036:2023","E06000039:2021","E06000039:2022","E06000039:2023","E06000040:2021","E06000040:2022","E06000040:2023","E06000041:2021","E06000041:2022","E06000041:2023","E06000042:2021","E06000042:2022","E06000042:2023","E06000043:2021","E06000043:2022","E06000043:2023","E06000049:2021","E06000049:2022","E06000049:2023","E06000050:2021","E06000050:2022","E06000050:2023","E06000051:2021","E06000051:2022","E06000051:2023","E06000052:2021","E06000052:2022","E06000052:2023","E06000054:2021","E06000054:2022","E06000054:2023","E06000057:2021","E06000057:2022","E06000057:2023","E06000061:2021","E06000061:2022","E06000061:2023","E06000062:2021","E06000062:2022","E06000062:2023","E08000001:2021","E08000001:2022","E08000001:2023","E08000002:2021","E08000002:2022","E08000002:2023","E08000003:2021","E08000003:2022","E08000003:2023","E08000004:2021","E08000004:2022","E08000004:2023","E08000005:2021","E08000005:2022","E08000005:2023","E08000006:2021","E08000006:2022","E08000006:2023","E08000007:2021","E08000007:2022","E08000007:2023","E08000008:2021","E08000008:2022","E08000008:2023","E08000009:2021","E08000009:2022","E08000009:2023","E08000011:2021","E08000011:2022","E08000011:2023","E08000015:2021","E08000015:2022","E08000015:2023","E08000017:2021","E08000017:2022","E08000017:2023","E08000021:2021","E08000021:2022","E08000021:2023","E08000023:2021","E08000023:2022","E08000023:2023","E08000024:2021","E08000024:2022","E08000024:2023","E08000025:2021","E08000025:2022","E08000025:2023","E08000027:2021","E08000027:2022","E08000027:2023","E08000028:2021","E08000028:2022","E08000028:2023","E08000029:2021","E08000029:2022","E08000029:2023","E08000030:2021","E08000030:2022","E08000030:2023","E08000031:2021","E08000031:2022","E08000031:2023","E08000032:2021","E08000032:2022","E08000032:2023","E08000033:2021","E08000033:2022","E08000033:2023","E08000034:2021","E08000034:2022","E08000034:2023","E08000035:2021","E08000035:2022","E08000035:2023","E08000037:2021","E08000037:2022","E08000037:2023","E09000001:2021","E09000001:2022","E09000001:2023","E09000002:2021","E09000002:2022","E09000002:2023","E09000003:2021","E09000003:2022","E09000003:2023","E09000005:2021","E09000005:2022","E09000005:2023","E09000007:2021","E09000007:2022","E09000007:2023","E09000009:2021","E09000009:2022","E09000009:2023","E09000010:2021","E09000010:2022","E09000010:2023","E09000012:2021","E09000012:2022","E09000012:2023","E09000013:2021","E09000013:2022","E09000013:2023","E09000014:2021","E09000014:2022","E09000014:2023","E09000015:2021","E09000015:2022","E09000015:2023","E09000016:2021","E09000016:2022","E09000016:2023","E09000017:2021","E09000017:2022","E09000017:2023","E09000018:2021","E09000018:2022","E09000018:2023","E09000019:2021","E09000019:2022","E09000019:2023","E09000020:2021","E09000020:2022","E09000020:2023","E09000021:2021","E09000021:2022","E09000021:2023","E09000024:2021","E09000024:2022","E09000024:2023","E09000025:2021","E09000025:2022","E09000025:2023","E09000026:2021","E09000026:2022","E09000026:2023","E09000027:2021","E09000027:2022","E09000027:2023","E09000029:2021","E09000029:2022","E09000029:2023","E09000030:2021","E09000030:2022","E09000030:2023","E09000031:2021","E09000031:2022","E09000031:2023","E09000032:2021","E09000032:2022","E09000032:2023","E09000033:2021","E09000033:2022","E09000033:2023","E10000003:2021","E10000003:2022","E10000003:2023","E10000008:2021","E10000008:2022","E10000008:2023","E10000011:2021","E10000011:2022","E10000011:2023","E10000012:2021","E10000012:2022","E10000012:2023","E10000013:2021","E10000013:2022","E10000013:2023","E10000014:2021","E10000014:2022","E10000014:2023","E10000015:2021","E10000015:2022","E10000015:2023","E10000016:2021","E10000016:2022","E10000016:2023","E10000017:2021","E10000017:2022","E10000017:2023","E10000018:2021","E10000018:2022","E10000018:2023","E10000019:2021","E10000019:2022","E10000019:2023","E10000020:2021","E10000020:2022","E10000020:2023","E10000024:2021","E10000024:2022","E10000024:2023","E10000029:2021","E10000029:2022","E10000029:2023","E10000030:2021","E10000030:2022","E10000030:2023","E10000032:2021","E10000032:2022","E10000032:2023","E10000034:2021","E10000034:2022","E10000034:2023"],"converged":true,"projectedGradientMax":1.812739310190773e-05,"negativePenalizedLogLikelihoodPerRow":16.74942016474891,"pearsonDispersion":28.22233893017897,"poissonVarianceDispersion":28.22233893017897,"designConditionNumber":31.931707027512168,"frostTransform":{"candidate":"M1","center":36.52228315238096,"ruralCenter":0.12032617686674665,"trunkCenter":0.24838063447381942,"knots":[24.046773,38.296229,47.6093052],"seenBands":[1,2,3,4,5,6,7,8,9,10],"trainingFrostRange":[17.449788,54.38832]},"candidate":"M1","bandMapping":[1,2,3,4,5,6,7,8,9,10]}},{"context":"outer-space-3","trainingYears":[2021,2022,2023],"trainingRowIds":["E06000001:2021","E06000001:2022","E06000001:2023","E06000002:2021","E06000002:2022","E06000002:2023","E06000003:2021","E06000003:2022","E06000003:2023","E06000004:2021","E06000004:2022","E06000004:2023","E06000005:2021","E06000005:2022","E06000005:2023","E06000006:2021","E06000006:2022","E06000006:2023","E06000007:2021","E06000007:2022","E06000007:2023","E06000008:2021","E06000008:2022","E06000008:2023","E06000009:2021","E06000009:2022","E06000009:2023","E06000011:2021","E06000011:2022","E06000011:2023","E06000012:2021","E06000012:2022","E06000012:2023","E06000013:2021","E06000013:2022","E06000013:2023","E06000015:2021","E06000015:2022","E06000015:2023","E06000016:2021","E06000016:2022","E06000016:2023","E06000017:2021","E06000017:2022","E06000017:2023","E06000019:2021","E06000019:2022","E06000019:2023","E06000020:2021","E06000020:2022","E06000020:2023","E06000026:2021","E06000026:2022","E06000026:2023","E06000032:2021","E06000032:2022","E06000032:2023","E06000034:2021","E06000034:2022","E06000034:2023","E06000035:2021","E06000035:2022","E06000035:2023","E06000037:2021","E06000037:2022","E06000037:2023","E06000038:2021","E06000038:2022","E06000038:2023","E06000039:2021","E06000039:2022","E06000039:2023","E06000040:2021","E06000040:2022","E06000040:2023","E06000043:2021","E06000043:2022","E06000043:2023","E06000047:2021","E06000047:2022","E06000047:2023","E06000049:2021","E06000049:2022","E06000049:2023","E06000050:2021","E06000050:2022","E06000050:2023","E06000051:2021","E06000051:2022","E06000051:2023","E06000052:2021","E06000052:2022","E06000052:2023","E06000055:2021","E06000055:2022","E06000055:2023","E06000056:2021","E06000056:2022","E06000056:2023","E06000057:2021","E06000057:2022","E06000057:2023","E06000059:2021","E06000059:2022","E06000059:2023","E06000061:2021","E06000061:2022","E06000061:2023","E06000062:2021","E06000062:2022","E06000062:2023","E08000001:2021","E08000001:2022","E08000001:2023","E08000002:2021","E08000002:2022","E08000002:2023","E08000005:2021","E08000005:2022","E08000005:2023","E08000007:2021","E08000007:2022","E08000007:2023","E08000009:2021","E08000009:2022","E08000009:2023","E08000010:2021","E08000010:2022","E08000010:2023","E08000011:2021","E08000011:2022","E08000011:2023","E08000013:2021","E08000013:2022","E08000013:2023","E08000014:2021","E08000014:2022","E08000014:2023","E08000015:2021","E08000015:2022","E08000015:2023","E08000018:2021","E08000018:2022","E08000018:2023","E08000021:2021","E08000021:2022","E08000021:2023","E08000023:2021","E08000023:2022","E08000023:2023","E08000025:2021","E08000025:2022","E08000025:2023","E08000026:2021","E08000026:2022","E08000026:2023","E08000029:2021","E08000029:2022","E08000029:2023","E08000030:2021","E08000030:2022","E08000030:2023","E08000031:2021","E08000031:2022","E08000031:2023","E08000032:2021","E08000032:2022","E08000032:2023","E08000033:2021","E08000033:2022","E08000033:2023","E08000034:2021","E08000034:2022","E08000034:2023","E08000035:2021","E08000035:2022","E08000035:2023","E08000036:2021","E08000036:2022","E08000036:2023","E09000002:2021","E09000002:2022","E09000002:2023","E09000003:2021","E09000003:2022","E09000003:2023","E09000004:2021","E09000004:2022","E09000004:2023","E09000005:2021","E09000005:2022","E09000005:2023","E09000006:2021","E09000006:2022","E09000006:2023","E09000008:2021","E09000008:2022","E09000008:2023","E09000009:2021","E09000009:2022","E09000009:2023","E09000011:2021","E09000011:2022","E09000011:2023","E09000012:2021","E09000012:2022","E09000012:2023","E09000013:2021","E09000013:2022","E09000013:2023","E09000015:2021","E09000015:2022","E09000015:2023","E09000016:2021","E09000016:2022","E09000016:2023","E09000017:2021","E09000017:2022","E09000017:2023","E09000018:2021","E09000018:2022","E09000018:2023","E09000020:2021","E09000020:2022","E09000020:2023","E09000021:2021","E09000021:2022","E09000021:2023","E09000022:2021","E09000022:2022","E09000022:2023","E09000023:2021","E09000023:2022","E09000023:2023","E09000024:2021","E09000024:2022","E09000024:2023","E09000025:2021","E09000025:2022","E09000025:2023","E09000026:2021","E09000026:2022","E09000026:2023","E09000027:2021","E09000027:2022","E09000027:2023","E09000028:2021","E09000028:2022","E09000028:2023","E09000029:2021","E09000029:2022","E09000029:2023","E09000030:2021","E09000030:2022","E09000030:2023","E09000031:2021","E09000031:2022","E09000031:2023","E09000032:2021","E09000032:2022","E09000032:2023","E10000007:2021","E10000007:2022","E10000007:2023","E10000008:2021","E10000008:2022","E10000008:2023","E10000011:2021","E10000011:2022","E10000011:2023","E10000012:2021","E10000012:2022","E10000012:2023","E10000013:2021","E10000013:2022","E10000013:2023","E10000014:2021","E10000014:2022","E10000014:2023","E10000015:2021","E10000015:2022","E10000015:2023","E10000016:2021","E10000016:2022","E10000016:2023","E10000017:2021","E10000017:2022","E10000017:2023","E10000019:2021","E10000019:2022","E10000019:2023","E10000020:2021","E10000020:2022","E10000020:2023","E10000024:2021","E10000024:2022","E10000024:2023","E10000025:2021","E10000025:2022","E10000025:2023","E10000029:2021","E10000029:2022","E10000029:2023","E10000030:2021","E10000030:2022","E10000030:2023","E10000031:2021","E10000031:2022","E10000031:2023","E10000032:2021","E10000032:2022","E10000032:2023","E10000034:2021","E10000034:2022","E10000034:2023"],"selectedId":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"fullTrainingAdmissibleMergedPartitions":0,"allInnerTrainingAdmissibleMergedPartitions":0,"partitionsConsidered":512,"candidates":[{"id":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"bands":1,"meanParameters":20,"score":34.21044118886957,"temporalMeanDeviance":28.37647706799999,"spatialMeanDeviance":40.04440530973914,"calibration":{"time|England":{"oe":0.9689241797133737,"passed":true},"time|London":{"oe":0.9614226593003083,"passed":true},"time|South East":{"oe":0.9874792797170618,"passed":true},"time|North West":{"oe":0.9295372113319397,"passed":true},"time|West Midlands":{"oe":0.9335314937338564,"passed":true},"space|England":{"oe":1.0033248451756849,"passed":true},"space|London":{"oe":1.0014343559808485,"passed":true},"space|South East":{"oe":0.9812543602606981,"passed":true},"space|North West":{"oe":1.0195535078439724,"passed":true},"space|West Midlands":{"oe":1.0260346003239051,"passed":true}},"lossAgainstM1Percent":-1.3096846491647995,"withinScoreTolerance":true,"calibrationNotWorse":true,"eligibleSimplification":true,"selected":true},{"id":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":10,"meanParameters":29,"score":34.66443598569376,"temporalMeanDeviance":24.615038867284092,"spatialMeanDeviance":44.71383310410343,"calibration":{"time|England":{"oe":0.9689576375235274,"passed":true},"time|London":{"oe":0.9615608403927439,"passed":true},"time|South East":{"oe":0.9876581015988435,"passed":true},"time|North West":{"oe":0.930105827763771,"passed":true},"time|West Midlands":{"oe":0.9326944860047339,"passed":true},"space|England":{"oe":1.014988844968325,"passed":true},"space|London":{"oe":0.9931840380258948,"passed":true},"space|South East":{"oe":1.042157601666508,"passed":true},"space|North West":{"oe":1.0431488661761834,"passed":true},"space|West Midlands":{"oe":1.062278608261234,"passed":true}},"lossAgainstM1Percent":0.0,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-linear","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":21,"score":35.11945231036246,"temporalMeanDeviance":28.379652643206672,"spatialMeanDeviance":41.85925197751825,"calibration":{"time|England":{"oe":0.9689126855999798,"passed":true},"time|London":{"oe":0.961623204438415,"passed":true},"time|South East":{"oe":0.9874985813523589,"passed":true},"time|North West":{"oe":0.9296461151038162,"passed":true},"time|West Midlands":{"oe":0.9331594257956907,"passed":true},"space|England":{"oe":1.0041729235662682,"passed":true},"space|London":{"oe":0.9939980781559558,"passed":true},"space|South East":{"oe":1.0071580144466448,"passed":true},"space|North West":{"oe":1.0124152578402585,"passed":true},"space|West Midlands":{"oe":1.0200366772013216,"passed":true}},"lossAgainstM1Percent":1.3126315537240973,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-curve","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":22,"score":34.520826245461876,"temporalMeanDeviance":27.470924916676786,"spatialMeanDeviance":41.570727574246966,"calibration":{"time|England":{"oe":0.9689881907088711,"passed":true},"time|London":{"oe":0.9620836367408371,"passed":true},"time|South East":{"oe":0.9873624759202435,"passed":true},"time|North West":{"oe":0.9294569037575658,"passed":true},"time|West Midlands":{"oe":0.9332294184341401,"passed":true},"space|England":{"oe":1.016472825622248,"passed":true},"space|London":{"oe":0.9953777037944718,"passed":true},"space|South East":{"oe":1.0185824506146697,"passed":true},"space|North West":{"oe":1.0259857676861397,"passed":true},"space|West Midlands":{"oe":1.023045838831014,"passed":true}},"lossAgainstM1Percent":-0.4142855239045229,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false}],"selectedBandCount":1,"model":{"spec":"regional_density","family":"Poisson","transform":{"spec":"regional_density","regions":["East Midlands","East of England","London","North East","North West","South East","South West","West Midlands","Yorkshire and The Humber"],"years":[2021,2022,2023],"densityCenter":7.170008675948263,"continuous":["urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity"],"means":[0.8669980753059163,7.170008675948263,0.24363387672885242,0.16804565254205336,0.04658699021963442,13.835188159417914,1.876460724574781,0.4024532578523902,-0.053135045310150175],"scales":[0.17283835846803752,1.3698396711202305,0.17534865878292044,0.017462137226210272,0.024961957216321173,0.3487807760243682,1.8987293408524395,0.7329833911955258,0.3849946130980692],"dropped":[],"columns":["intercept","region:East of England","region:London","region:North East","region:North West","region:South East","region:South West","region:West Midlands","region:Yorkshire and The Humber","year:2022","year:2023","urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity"]},"beta":[-3.008167914206196,-0.13139906300150989,-0.2310400743209316,-0.38484539489787906,-0.2285011386960314,0.19366337514954873,-0.28604325423745364,-0.1779481585057171,0.08989767067391656,0.049541868116625136,0.01839814464922264,-0.006992368368685412,0.47061221827906896,-0.11991598336038824,0.07146291317265054,-0.03309736518868194,-0.18134290329715272,0.0006663067470781013,0.31074951264954037,0.036442267241560695],"alpha":0.0,"meanParameters":20,"parameters":20,"trainingYears":[2021,2022,2023],"trainingRows":315,"trainingAuthorities":105,"trainingRowIds":["E06000001:2021","E06000001:2022","E06000001:2023","E06000002:2021","E06000002:2022","E06000002:2023","E06000003:2021","E06000003:2022","E06000003:2023","E06000004:2021","E06000004:2022","E06000004:2023","E06000005:2021","E06000005:2022","E06000005:2023","E06000006:2021","E06000006:2022","E06000006:2023","E06000007:2021","E06000007:2022","E06000007:2023","E06000008:2021","E06000008:2022","E06000008:2023","E06000009:2021","E06000009:2022","E06000009:2023","E06000011:2021","E06000011:2022","E06000011:2023","E06000012:2021","E06000012:2022","E06000012:2023","E06000013:2021","E06000013:2022","E06000013:2023","E06000015:2021","E06000015:2022","E06000015:2023","E06000016:2021","E06000016:2022","E06000016:2023","E06000017:2021","E06000017:2022","E06000017:2023","E06000019:2021","E06000019:2022","E06000019:2023","E06000020:2021","E06000020:2022","E06000020:2023","E06000026:2021","E06000026:2022","E06000026:2023","E06000032:2021","E06000032:2022","E06000032:2023","E06000034:2021","E06000034:2022","E06000034:2023","E06000035:2021","E06000035:2022","E06000035:2023","E06000037:2021","E06000037:2022","E06000037:2023","E06000038:2021","E06000038:2022","E06000038:2023","E06000039:2021","E06000039:2022","E06000039:2023","E06000040:2021","E06000040:2022","E06000040:2023","E06000043:2021","E06000043:2022","E06000043:2023","E06000047:2021","E06000047:2022","E06000047:2023","E06000049:2021","E06000049:2022","E06000049:2023","E06000050:2021","E06000050:2022","E06000050:2023","E06000051:2021","E06000051:2022","E06000051:2023","E06000052:2021","E06000052:2022","E06000052:2023","E06000055:2021","E06000055:2022","E06000055:2023","E06000056:2021","E06000056:2022","E06000056:2023","E06000057:2021","E06000057:2022","E06000057:2023","E06000059:2021","E06000059:2022","E06000059:2023","E06000061:2021","E06000061:2022","E06000061:2023","E06000062:2021","E06000062:2022","E06000062:2023","E08000001:2021","E08000001:2022","E08000001:2023","E08000002:2021","E08000002:2022","E08000002:2023","E08000005:2021","E08000005:2022","E08000005:2023","E08000007:2021","E08000007:2022","E08000007:2023","E08000009:2021","E08000009:2022","E08000009:2023","E08000010:2021","E08000010:2022","E08000010:2023","E08000011:2021","E08000011:2022","E08000011:2023","E08000013:2021","E08000013:2022","E08000013:2023","E08000014:2021","E08000014:2022","E08000014:2023","E08000015:2021","E08000015:2022","E08000015:2023","E08000018:2021","E08000018:2022","E08000018:2023","E08000021:2021","E08000021:2022","E08000021:2023","E08000023:2021","E08000023:2022","E08000023:2023","E08000025:2021","E08000025:2022","E08000025:2023","E08000026:2021","E08000026:2022","E08000026:2023","E08000029:2021","E08000029:2022","E08000029:2023","E08000030:2021","E08000030:2022","E08000030:2023","E08000031:2021","E08000031:2022","E08000031:2023","E08000032:2021","E08000032:2022","E08000032:2023","E08000033:2021","E08000033:2022","E08000033:2023","E08000034:2021","E08000034:2022","E08000034:2023","E08000035:2021","E08000035:2022","E08000035:2023","E08000036:2021","E08000036:2022","E08000036:2023","E09000002:2021","E09000002:2022","E09000002:2023","E09000003:2021","E09000003:2022","E09000003:2023","E09000004:2021","E09000004:2022","E09000004:2023","E09000005:2021","E09000005:2022","E09000005:2023","E09000006:2021","E09000006:2022","E09000006:2023","E09000008:2021","E09000008:2022","E09000008:2023","E09000009:2021","E09000009:2022","E09000009:2023","E09000011:2021","E09000011:2022","E09000011:2023","E09000012:2021","E09000012:2022","E09000012:2023","E09000013:2021","E09000013:2022","E09000013:2023","E09000015:2021","E09000015:2022","E09000015:2023","E09000016:2021","E09000016:2022","E09000016:2023","E09000017:2021","E09000017:2022","E09000017:2023","E09000018:2021","E09000018:2022","E09000018:2023","E09000020:2021","E09000020:2022","E09000020:2023","E09000021:2021","E09000021:2022","E09000021:2023","E09000022:2021","E09000022:2022","E09000022:2023","E09000023:2021","E09000023:2022","E09000023:2023","E09000024:2021","E09000024:2022","E09000024:2023","E09000025:2021","E09000025:2022","E09000025:2023","E09000026:2021","E09000026:2022","E09000026:2023","E09000027:2021","E09000027:2022","E09000027:2023","E09000028:2021","E09000028:2022","E09000028:2023","E09000029:2021","E09000029:2022","E09000029:2023","E09000030:2021","E09000030:2022","E09000030:2023","E09000031:2021","E09000031:2022","E09000031:2023","E09000032:2021","E09000032:2022","E09000032:2023","E10000007:2021","E10000007:2022","E10000007:2023","E10000008:2021","E10000008:2022","E10000008:2023","E10000011:2021","E10000011:2022","E10000011:2023","E10000012:2021","E10000012:2022","E10000012:2023","E10000013:2021","E10000013:2022","E10000013:2023","E10000014:2021","E10000014:2022","E10000014:2023","E10000015:2021","E10000015:2022","E10000015:2023","E10000016:2021","E10000016:2022","E10000016:2023","E10000017:2021","E10000017:2022","E10000017:2023","E10000019:2021","E10000019:2022","E10000019:2023","E10000020:2021","E10000020:2022","E10000020:2023","E10000024:2021","E10000024:2022","E10000024:2023","E10000025:2021","E10000025:2022","E10000025:2023","E10000029:2021","E10000029:2022","E10000029:2023","E10000030:2021","E10000030:2022","E10000030:2023","E10000031:2021","E10000031:2022","E10000031:2023","E10000032:2021","E10000032:2022","E10000032:2023","E10000034:2021","E10000034:2022","E10000034:2023"],"converged":true,"projectedGradientMax":5.574748693533085e-06,"negativePenalizedLogLikelihoodPerRow":16.562977590886636,"pearsonDispersion":26.444713930205737,"poissonVarianceDispersion":26.444713930205737,"designConditionNumber":28.55401103632933,"frostTransform":{"candidate":"M0","center":36.96956863809525,"ruralCenter":0.1330019246940837,"trunkCenter":0.24363387672885242,"knots":[25.4469984,38.072292,48.243178],"seenBands":[1],"trainingFrostRange":[17.449788,54.934584]},"candidate":"M0","bandMapping":[1,1,1,1,1,1,1,1,1,1]}},{"context":"outer-space-4","trainingYears":[2021,2022,2023],"trainingRowIds":["E06000001:2021","E06000001:2022","E06000001:2023","E06000002:2021","E06000002:2022","E06000002:2023","E06000003:2021","E06000003:2022","E06000003:2023","E06000004:2021","E06000004:2022","E06000004:2023","E06000005:2021","E06000005:2022","E06000005:2023","E06000006:2021","E06000006:2022","E06000006:2023","E06000007:2021","E06000007:2022","E06000007:2023","E06000009:2021","E06000009:2022","E06000009:2023","E06000014:2021","E06000014:2022","E06000014:2023","E06000015:2021","E06000015:2022","E06000015:2023","E06000016:2021","E06000016:2022","E06000016:2023","E06000017:2021","E06000017:2022","E06000017:2023","E06000018:2021","E06000018:2022","E06000018:2023","E06000019:2021","E06000019:2022","E06000019:2023","E06000020:2021","E06000020:2022","E06000020:2023","E06000026:2021","E06000026:2022","E06000026:2023","E06000030:2021","E06000030:2022","E06000030:2023","E06000031:2021","E06000031:2022","E06000031:2023","E06000032:2021","E06000032:2022","E06000032:2023","E06000034:2021","E06000034:2022","E06000034:2023","E06000036:2021","E06000036:2022","E06000036:2023","E06000037:2021","E06000037:2022","E06000037:2023","E06000038:2021","E06000038:2022","E06000038:2023","E06000041:2021","E06000041:2022","E06000041:2023","E06000042:2021","E06000042:2022","E06000042:2023","E06000043:2021","E06000043:2022","E06000043:2023","E06000047:2021","E06000047:2022","E06000047:2023","E06000049:2021","E06000049:2022","E06000049:2023","E06000050:2021","E06000050:2022","E06000050:2023","E06000051:2021","E06000051:2022","E06000051:2023","E06000052:2021","E06000052:2022","E06000052:2023","E06000054:2021","E06000054:2022","E06000054:2023","E06000055:2021","E06000055:2022","E06000055:2023","E06000056:2021","E06000056:2022","E06000056:2023","E06000059:2021","E06000059:2022","E06000059:2023","E06000061:2021","E06000061:2022","E06000061:2023","E06000062:2021","E06000062:2022","E06000062:2023","E08000003:2021","E08000003:2022","E08000003:2023","E08000004:2021","E08000004:2022","E08000004:2023","E08000006:2021","E08000006:2022","E08000006:2023","E08000007:2021","E08000007:2022","E08000007:2023","E08000008:2021","E08000008:2022","E08000008:2023","E08000009:2021","E08000009:2022","E08000009:2023","E08000010:2021","E08000010:2022","E08000010:2023","E08000011:2021","E08000011:2022","E08000011:2023","E08000013:2021","E08000013:2022","E08000013:2023","E08000014:2021","E08000014:2022","E08000014:2023","E08000015:2021","E08000015:2022","E08000015:2023","E08000017:2021","E08000017:2022","E08000017:2023","E08000018:2021","E08000018:2022","E08000018:2023","E08000024:2021","E08000024:2022","E08000024:2023","E08000026:2021","E08000026:2022","E08000026:2023","E08000027:2021","E08000027:2022","E08000027:2023","E08000028:2021","E08000028:2022","E08000028:2023","E08000031:2021","E08000031:2022","E08000031:2023","E08000032:2021","E08000032:2022","E08000032:2023","E08000033:2021","E08000033:2022","E08000033:2023","E08000034:2021","E08000034:2022","E08000034:2023","E08000035:2021","E08000035:2022","E08000035:2023","E08000036:2021","E08000036:2022","E08000036:2023","E08000037:2021","E08000037:2022","E08000037:2023","E09000001:2021","E09000001:2022","E09000001:2023","E09000003:2021","E09000003:2022","E09000003:2023","E09000004:2021","E09000004:2022","E09000004:2023","E09000005:2021","E09000005:2022","E09000005:2023","E09000006:2021","E09000006:2022","E09000006:2023","E09000007:2021","E09000007:2022","E09000007:2023","E09000008:2021","E09000008:2022","E09000008:2023","E09000009:2021","E09000009:2022","E09000009:2023","E09000010:2021","E09000010:2022","E09000010:2023","E09000011:2021","E09000011:2022","E09000011:2023","E09000013:2021","E09000013:2022","E09000013:2023","E09000014:2021","E09000014:2022","E09000014:2023","E09000015:2021","E09000015:2022","E09000015:2023","E09000017:2021","E09000017:2022","E09000017:2023","E09000018:2021","E09000018:2022","E09000018:2023","E09000019:2021","E09000019:2022","E09000019:2023","E09000020:2021","E09000020:2022","E09000020:2023","E09000021:2021","E09000021:2022","E09000021:2023","E09000022:2021","E09000022:2022","E09000022:2023","E09000023:2021","E09000023:2022","E09000023:2023","E09000024:2021","E09000024:2022","E09000024:2023","E09000027:2021","E09000027:2022","E09000027:2023","E09000028:2021","E09000028:2022","E09000028:2023","E09000029:2021","E09000029:2022","E09000029:2023","E09000032:2021","E09000032:2022","E09000032:2023","E09000033:2021","E09000033:2022","E09000033:2023","E10000003:2021","E10000003:2022","E10000003:2023","E10000007:2021","E10000007:2022","E10000007:2023","E10000008:2021","E10000008:2022","E10000008:2023","E10000011:2021","E10000011:2022","E10000011:2023","E10000012:2021","E10000012:2022","E10000012:2023","E10000014:2021","E10000014:2022","E10000014:2023","E10000015:2021","E10000015:2022","E10000015:2023","E10000016:2021","E10000016:2022","E10000016:2023","E10000018:2021","E10000018:2022","E10000018:2023","E10000025:2021","E10000025:2022","E10000025:2023","E10000030:2021","E10000030:2022","E10000030:2023","E10000031:2021","E10000031:2022","E10000031:2023","E10000032:2021","E10000032:2022","E10000032:2023","E10000034:2021","E10000034:2022","E10000034:2023"],"selectedId":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"fullTrainingAdmissibleMergedPartitions":0,"allInnerTrainingAdmissibleMergedPartitions":0,"partitionsConsidered":512,"candidates":[{"id":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"bands":1,"meanParameters":20,"score":37.47177327596877,"temporalMeanDeviance":30.0693413733011,"spatialMeanDeviance":44.87420517863645,"calibration":{"time|England":{"oe":0.9723318274967168,"passed":true},"time|London":{"oe":0.982530142956139,"passed":true},"time|South East":{"oe":0.9812791142011186,"passed":true},"time|North West":{"oe":0.9161990762511161,"passed":true},"space|England":{"oe":0.998932767856595,"passed":true},"space|London":{"oe":0.9879136124729403,"passed":true},"space|South East":{"oe":1.0124990333434447,"passed":true},"space|North West":{"oe":1.0143172819903237,"passed":true}},"lossAgainstM1Percent":-1.0825449734505277,"withinScoreTolerance":true,"calibrationNotWorse":true,"eligibleSimplification":true,"selected":true},{"id":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":10,"meanParameters":29,"score":37.88186146308691,"temporalMeanDeviance":26.818314423931078,"spatialMeanDeviance":48.94540850224275,"calibration":{"time|England":{"oe":0.972305254228849,"passed":true},"time|London":{"oe":0.9842106226877686,"passed":true},"time|South East":{"oe":0.981389579331238,"passed":true},"time|North West":{"oe":0.915866982843367,"passed":true},"space|England":{"oe":1.0005075887831372,"passed":true},"space|London":{"oe":0.9846128639566335,"passed":true},"space|South East":{"oe":1.068090587695154,"passed":true},"space|North West":{"oe":1.0222804103898702,"passed":true}},"lossAgainstM1Percent":0.0,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-linear","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":21,"score":38.02424981795116,"temporalMeanDeviance":29.71663925899239,"spatialMeanDeviance":46.33186037690992,"calibration":{"time|England":{"oe":0.9723118467286178,"passed":true},"time|London":{"oe":0.9830739308725199,"passed":true},"time|South East":{"oe":0.9814225274464059,"passed":true},"time|North West":{"oe":0.9161009810095458,"passed":true},"space|England":{"oe":1.0016349312548176,"passed":true},"space|London":{"oe":0.98377744339081,"passed":true},"space|South East":{"oe":1.0498246901088955,"passed":true},"space|North West":{"oe":0.9945135732693529,"passed":true}},"lossAgainstM1Percent":0.3758747573769261,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-curve","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":22,"score":38.276427862639736,"temporalMeanDeviance":29.662243422368444,"spatialMeanDeviance":46.89061230291103,"calibration":{"time|England":{"oe":0.9723292356229909,"passed":true},"time|London":{"oe":0.9831825408514135,"passed":true},"time|South East":{"oe":0.9814059852097452,"passed":true},"time|North West":{"oe":0.9160878980235181,"passed":true},"space|England":{"oe":1.0018610417530593,"passed":true},"space|London":{"oe":0.985050110687647,"passed":true},"space|South East":{"oe":1.0478351317089902,"passed":true},"space|North West":{"oe":0.9987792953219136,"passed":true}},"lossAgainstM1Percent":1.0415707790317974,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false}],"selectedBandCount":1,"model":{"spec":"regional_density","family":"Poisson","transform":{"spec":"regional_density","regions":["East Midlands","East of England","London","North East","North West","South East","South West","West Midlands","Yorkshire and The Humber"],"years":[2021,2022,2023],"densityCenter":7.2621194935821345,"continuous":["urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity"],"means":[0.8809645212776666,7.2621194935821345,0.24051353837007,0.1672734310041058,0.04507375830572513,13.863094584528088,1.6685451512863894,0.37673217362273526,-0.08256323220369054],"scales":[0.1626406200992744,1.2917217778168755,0.1760129751773163,0.0174129817883957,0.024996011518985853,0.30899007284862473,1.7288279661706778,0.6887778855521823,0.3826987070188133],"dropped":[],"columns":["intercept","region:East of England","region:London","region:North East","region:North West","region:South East","region:South West","region:West Midlands","region:Yorkshire and The Humber","year:2022","year:2023","urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity"]},"beta":[-3.13836982282678,0.03738492508159054,0.02278994300611832,-0.3286758980230291,-0.26600031895057097,0.2508190241711337,-0.03779028634142496,-0.21621715088167476,0.1923427142669882,0.05682786974885083,0.037290098743788906,0.010705771983069422,0.48470719832073533,-0.11268587599276525,0.09526138724810757,-0.0025273225764240407,-0.14077134972131908,0.029995945438739985,0.263742399585582,0.014850664358643396],"alpha":0.0,"meanParameters":20,"parameters":20,"trainingYears":[2021,2022,2023],"trainingRows":303,"trainingAuthorities":101,"trainingRowIds":["E06000001:2021","E06000001:2022","E06000001:2023","E06000002:2021","E06000002:2022","E06000002:2023","E06000003:2021","E06000003:2022","E06000003:2023","E06000004:2021","E06000004:2022","E06000004:2023","E06000005:2021","E06000005:2022","E06000005:2023","E06000006:2021","E06000006:2022","E06000006:2023","E06000007:2021","E06000007:2022","E06000007:2023","E06000009:2021","E06000009:2022","E06000009:2023","E06000014:2021","E06000014:2022","E06000014:2023","E06000015:2021","E06000015:2022","E06000015:2023","E06000016:2021","E06000016:2022","E06000016:2023","E06000017:2021","E06000017:2022","E06000017:2023","E06000018:2021","E06000018:2022","E06000018:2023","E06000019:2021","E06000019:2022","E06000019:2023","E06000020:2021","E06000020:2022","E06000020:2023","E06000026:2021","E06000026:2022","E06000026:2023","E06000030:2021","E06000030:2022","E06000030:2023","E06000031:2021","E06000031:2022","E06000031:2023","E06000032:2021","E06000032:2022","E06000032:2023","E06000034:2021","E06000034:2022","E06000034:2023","E06000036:2021","E06000036:2022","E06000036:2023","E06000037:2021","E06000037:2022","E06000037:2023","E06000038:2021","E06000038:2022","E06000038:2023","E06000041:2021","E06000041:2022","E06000041:2023","E06000042:2021","E06000042:2022","E06000042:2023","E06000043:2021","E06000043:2022","E06000043:2023","E06000047:2021","E06000047:2022","E06000047:2023","E06000049:2021","E06000049:2022","E06000049:2023","E06000050:2021","E06000050:2022","E06000050:2023","E06000051:2021","E06000051:2022","E06000051:2023","E06000052:2021","E06000052:2022","E06000052:2023","E06000054:2021","E06000054:2022","E06000054:2023","E06000055:2021","E06000055:2022","E06000055:2023","E06000056:2021","E06000056:2022","E06000056:2023","E06000059:2021","E06000059:2022","E06000059:2023","E06000061:2021","E06000061:2022","E06000061:2023","E06000062:2021","E06000062:2022","E06000062:2023","E08000003:2021","E08000003:2022","E08000003:2023","E08000004:2021","E08000004:2022","E08000004:2023","E08000006:2021","E08000006:2022","E08000006:2023","E08000007:2021","E08000007:2022","E08000007:2023","E08000008:2021","E08000008:2022","E08000008:2023","E08000009:2021","E08000009:2022","E08000009:2023","E08000010:2021","E08000010:2022","E08000010:2023","E08000011:2021","E08000011:2022","E08000011:2023","E08000013:2021","E08000013:2022","E08000013:2023","E08000014:2021","E08000014:2022","E08000014:2023","E08000015:2021","E08000015:2022","E08000015:2023","E08000017:2021","E08000017:2022","E08000017:2023","E08000018:2021","E08000018:2022","E08000018:2023","E08000024:2021","E08000024:2022","E08000024:2023","E08000026:2021","E08000026:2022","E08000026:2023","E08000027:2021","E08000027:2022","E08000027:2023","E08000028:2021","E08000028:2022","E08000028:2023","E08000031:2021","E08000031:2022","E08000031:2023","E08000032:2021","E08000032:2022","E08000032:2023","E08000033:2021","E08000033:2022","E08000033:2023","E08000034:2021","E08000034:2022","E08000034:2023","E08000035:2021","E08000035:2022","E08000035:2023","E08000036:2021","E08000036:2022","E08000036:2023","E08000037:2021","E08000037:2022","E08000037:2023","E09000001:2021","E09000001:2022","E09000001:2023","E09000003:2021","E09000003:2022","E09000003:2023","E09000004:2021","E09000004:2022","E09000004:2023","E09000005:2021","E09000005:2022","E09000005:2023","E09000006:2021","E09000006:2022","E09000006:2023","E09000007:2021","E09000007:2022","E09000007:2023","E09000008:2021","E09000008:2022","E09000008:2023","E09000009:2021","E09000009:2022","E09000009:2023","E09000010:2021","E09000010:2022","E09000010:2023","E09000011:2021","E09000011:2022","E09000011:2023","E09000013:2021","E09000013:2022","E09000013:2023","E09000014:2021","E09000014:2022","E09000014:2023","E09000015:2021","E09000015:2022","E09000015:2023","E09000017:2021","E09000017:2022","E09000017:2023","E09000018:2021","E09000018:2022","E09000018:2023","E09000019:2021","E09000019:2022","E09000019:2023","E09000020:2021","E09000020:2022","E09000020:2023","E09000021:2021","E09000021:2022","E09000021:2023","E09000022:2021","E09000022:2022","E09000022:2023","E09000023:2021","E09000023:2022","E09000023:2023","E09000024:2021","E09000024:2022","E09000024:2023","E09000027:2021","E09000027:2022","E09000027:2023","E09000028:2021","E09000028:2022","E09000028:2023","E09000029:2021","E09000029:2022","E09000029:2023","E09000032:2021","E09000032:2022","E09000032:2023","E09000033:2021","E09000033:2022","E09000033:2023","E10000003:2021","E10000003:2022","E10000003:2023","E10000007:2021","E10000007:2022","E10000007:2023","E10000008:2021","E10000008:2022","E10000008:2023","E10000011:2021","E10000011:2022","E10000011:2023","E10000012:2021","E10000012:2022","E10000012:2023","E10000014:2021","E10000014:2022","E10000014:2023","E10000015:2021","E10000015:2022","E10000015:2023","E10000016:2021","E10000016:2022","E10000016:2023","E10000018:2021","E10000018:2022","E10000018:2023","E10000025:2021","E10000025:2022","E10000025:2023","E10000030:2021","E10000030:2022","E10000030:2023","E10000031:2021","E10000031:2022","E10000031:2023","E10000032:2021","E10000032:2022","E10000032:2023","E10000034:2021","E10000034:2022","E10000034:2023"],"converged":true,"projectedGradientMax":6.681529804525189e-06,"negativePenalizedLogLikelihoodPerRow":17.078310879798376,"pearsonDispersion":27.916849382794325,"poissonVarianceDispersion":27.916849382794325,"designConditionNumber":28.852222506642438,"frostTransform":{"candidate":"M0","center":36.66820664356435,"ruralCenter":0.11903547872233342,"trunkCenter":0.24051353837007,"knots":[24.91531,37.411847,48.281898],"seenBands":[1],"trainingFrostRange":[17.449788,54.934584]},"candidate":"M0","bandMapping":[1,1,1,1,1,1,1,1,1,1]}},{"context":"final","trainingYears":[2021,2022,2023],"trainingRowIds":["E06000001:2021","E06000001:2022","E06000001:2023","E06000002:2021","E06000002:2022","E06000002:2023","E06000003:2021","E06000003:2022","E06000003:2023","E06000004:2021","E06000004:2022","E06000004:2023","E06000005:2021","E06000005:2022","E06000005:2023","E06000006:2021","E06000006:2022","E06000006:2023","E06000007:2021","E06000007:2022","E06000007:2023","E06000008:2021","E06000008:2022","E06000008:2023","E06000009:2021","E06000009:2022","E06000009:2023","E06000011:2021","E06000011:2022","E06000011:2023","E06000012:2021","E06000012:2022","E06000012:2023","E06000013:2021","E06000013:2022","E06000013:2023","E06000014:2021","E06000014:2022","E06000014:2023","E06000015:2021","E06000015:2022","E06000015:2023","E06000016:2021","E06000016:2022","E06000016:2023","E06000017:2021","E06000017:2022","E06000017:2023","E06000018:2021","E06000018:2022","E06000018:2023","E06000019:2021","E06000019:2022","E06000019:2023","E06000020:2021","E06000020:2022","E06000020:2023","E06000026:2021","E06000026:2022","E06000026:2023","E06000030:2021","E06000030:2022","E06000030:2023","E06000031:2021","E06000031:2022","E06000031:2023","E06000032:2021","E06000032:2022","E06000032:2023","E06000034:2021","E06000034:2022","E06000034:2023","E06000035:2021","E06000035:2022","E06000035:2023","E06000036:2021","E06000036:2022","E06000036:2023","E06000037:2021","E06000037:2022","E06000037:2023","E06000038:2021","E06000038:2022","E06000038:2023","E06000039:2021","E06000039:2022","E06000039:2023","E06000040:2021","E06000040:2022","E06000040:2023","E06000041:2021","E06000041:2022","E06000041:2023","E06000042:2021","E06000042:2022","E06000042:2023","E06000043:2021","E06000043:2022","E06000043:2023","E06000047:2021","E06000047:2022","E06000047:2023","E06000049:2021","E06000049:2022","E06000049:2023","E06000050:2021","E06000050:2022","E06000050:2023","E06000051:2021","E06000051:2022","E06000051:2023","E06000052:2021","E06000052:2022","E06000052:2023","E06000054:2021","E06000054:2022","E06000054:2023","E06000055:2021","E06000055:2022","E06000055:2023","E06000056:2021","E06000056:2022","E06000056:2023","E06000057:2021","E06000057:2022","E06000057:2023","E06000059:2021","E06000059:2022","E06000059:2023","E06000061:2021","E06000061:2022","E06000061:2023","E06000062:2021","E06000062:2022","E06000062:2023","E08000001:2021","E08000001:2022","E08000001:2023","E08000002:2021","E08000002:2022","E08000002:2023","E08000003:2021","E08000003:2022","E08000003:2023","E08000004:2021","E08000004:2022","E08000004:2023","E08000005:2021","E08000005:2022","E08000005:2023","E08000006:2021","E08000006:2022","E08000006:2023","E08000007:2021","E08000007:2022","E08000007:2023","E08000008:2021","E08000008:2022","E08000008:2023","E08000009:2021","E08000009:2022","E08000009:2023","E08000010:2021","E08000010:2022","E08000010:2023","E08000011:2021","E08000011:2022","E08000011:2023","E08000013:2021","E08000013:2022","E08000013:2023","E08000014:2021","E08000014:2022","E08000014:2023","E08000015:2021","E08000015:2022","E08000015:2023","E08000017:2021","E08000017:2022","E08000017:2023","E08000018:2021","E08000018:2022","E08000018:2023","E08000021:2021","E08000021:2022","E08000021:2023","E08000023:2021","E08000023:2022","E08000023:2023","E08000024:2021","E08000024:2022","E08000024:2023","E08000025:2021","E08000025:2022","E08000025:2023","E08000026:2021","E08000026:2022","E08000026:2023","E08000027:2021","E08000027:2022","E08000027:2023","E08000028:2021","E08000028:2022","E08000028:2023","E08000029:2021","E08000029:2022","E08000029:2023","E08000030:2021","E08000030:2022","E08000030:2023","E08000031:2021","E08000031:2022","E08000031:2023","E08000032:2021","E08000032:2022","E08000032:2023","E08000033:2021","E08000033:2022","E08000033:2023","E08000034:2021","E08000034:2022","E08000034:2023","E08000035:2021","E08000035:2022","E08000035:2023","E08000036:2021","E08000036:2022","E08000036:2023","E08000037:2021","E08000037:2022","E08000037:2023","E09000001:2021","E09000001:2022","E09000001:2023","E09000002:2021","E09000002:2022","E09000002:2023","E09000003:2021","E09000003:2022","E09000003:2023","E09000004:2021","E09000004:2022","E09000004:2023","E09000005:2021","E09000005:2022","E09000005:2023","E09000006:2021","E09000006:2022","E09000006:2023","E09000007:2021","E09000007:2022","E09000007:2023","E09000008:2021","E09000008:2022","E09000008:2023","E09000009:2021","E09000009:2022","E09000009:2023","E09000010:2021","E09000010:2022","E09000010:2023","E09000011:2021","E09000011:2022","E09000011:2023","E09000012:2021","E09000012:2022","E09000012:2023","E09000013:2021","E09000013:2022","E09000013:2023","E09000014:2021","E09000014:2022","E09000014:2023","E09000015:2021","E09000015:2022","E09000015:2023","E09000016:2021","E09000016:2022","E09000016:2023","E09000017:2021","E09000017:2022","E09000017:2023","E09000018:2021","E09000018:2022","E09000018:2023","E09000019:2021","E09000019:2022","E09000019:2023","E09000020:2021","E09000020:2022","E09000020:2023","E09000021:2021","E09000021:2022","E09000021:2023","E09000022:2021","E09000022:2022","E09000022:2023","E09000023:2021","E09000023:2022","E09000023:2023","E09000024:2021","E09000024:2022","E09000024:2023","E09000025:2021","E09000025:2022","E09000025:2023","E09000026:2021","E09000026:2022","E09000026:2023","E09000027:2021","E09000027:2022","E09000027:2023","E09000028:2021","E09000028:2022","E09000028:2023","E09000029:2021","E09000029:2022","E09000029:2023","E09000030:2021","E09000030:2022","E09000030:2023","E09000031:2021","E09000031:2022","E09000031:2023","E09000032:2021","E09000032:2022","E09000032:2023","E09000033:2021","E09000033:2022","E09000033:2023","E10000003:2021","E10000003:2022","E10000003:2023","E10000007:2021","E10000007:2022","E10000007:2023","E10000008:2021","E10000008:2022","E10000008:2023","E10000011:2021","E10000011:2022","E10000011:2023","E10000012:2021","E10000012:2022","E10000012:2023","E10000013:2021","E10000013:2022","E10000013:2023","E10000014:2021","E10000014:2022","E10000014:2023","E10000015:2021","E10000015:2022","E10000015:2023","E10000016:2021","E10000016:2022","E10000016:2023","E10000017:2021","E10000017:2022","E10000017:2023","E10000018:2021","E10000018:2022","E10000018:2023","E10000019:2021","E10000019:2022","E10000019:2023","E10000020:2021","E10000020:2022","E10000020:2023","E10000024:2021","E10000024:2022","E10000024:2023","E10000025:2021","E10000025:2022","E10000025:2023","E10000029:2021","E10000029:2022","E10000029:2023","E10000030:2021","E10000030:2022","E10000030:2023","E10000031:2021","E10000031:2022","E10000031:2023","E10000032:2021","E10000032:2022","E10000032:2023","E10000034:2021","E10000034:2022","E10000034:2023"],"selectedId":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"fullTrainingAdmissibleMergedPartitions":0,"allInnerTrainingAdmissibleMergedPartitions":0,"partitionsConsidered":512,"candidates":[{"id":"M0","mapping":[1,1,1,1,1,1,1,1,1,1],"bands":1,"meanParameters":20,"score":38.948937444888294,"temporalMeanDeviance":34.32238402719451,"spatialMeanDeviance":43.57549086258208,"calibration":{"time|England":{"oe":0.9695434958083695,"passed":true},"time|London":{"oe":0.9716522428081487,"passed":true},"time|South East":{"oe":0.9809153214139705,"passed":true},"time|East Midlands":{"oe":0.9865171362538567,"passed":true},"time|East of England":{"oe":0.977096899204451,"passed":true},"time|North East":{"oe":0.9346427924531232,"passed":true},"time|North West":{"oe":0.9216871474269299,"passed":true},"time|West Midlands":{"oe":0.9360617722203192,"passed":true},"time|Yorkshire and The Humber":{"oe":0.998129966165673,"passed":true},"space|England":{"oe":1.0025423446789945,"passed":true},"space|London":{"oe":0.9812213070358646,"passed":true},"space|South East":{"oe":1.00828233776767,"passed":true},"space|East Midlands":{"oe":1.02109037214196,"passed":true},"space|East of England":{"oe":1.0083963518744896,"passed":true},"space|North East":{"oe":1.0105248655795833,"passed":true},"space|North West":{"oe":1.0169354132942767,"passed":true},"space|West Midlands":{"oe":1.0144137216816567,"passed":true},"space|Yorkshire and The Humber":{"oe":1.0100503098302926,"passed":true}},"lossAgainstM1Percent":0.4406398312017501,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M1","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":10,"meanParameters":29,"score":38.77806584102311,"temporalMeanDeviance":30.8833265095106,"spatialMeanDeviance":46.67280517253562,"calibration":{"time|England":{"oe":0.9695459320027974,"passed":true},"time|London":{"oe":0.9725526820528869,"passed":true},"time|South East":{"oe":0.9809327584935148,"passed":true},"time|East Midlands":{"oe":0.9873815595123978,"passed":true},"time|East of England":{"oe":0.976011457721504,"passed":true},"time|North East":{"oe":0.9328714539389945,"passed":true},"time|North West":{"oe":0.9220069092166062,"passed":true},"time|West Midlands":{"oe":0.9348054284384578,"passed":true},"time|Yorkshire and The Humber":{"oe":0.9958975065737985,"passed":true},"space|England":{"oe":1.017588789814544,"passed":true},"space|London":{"oe":0.9782116870544696,"passed":true},"space|South East":{"oe":1.0824868372938845,"passed":true},"space|East Midlands":{"oe":1.0400835164832158,"passed":true},"space|East of England":{"oe":1.0220891573102242,"passed":true},"space|North East":{"oe":0.9812727467259823,"passed":true},"space|North West":{"oe":1.0379179427679668,"passed":true},"space|West Midlands":{"oe":1.0530993208129404,"passed":true},"space|Yorkshire and The Humber":{"oe":0.9976089865125248,"passed":true}},"lossAgainstM1Percent":0.0,"withinScoreTolerance":true,"calibrationNotWorse":true,"eligibleSimplification":true,"selected":true},{"id":"M2-linear","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":21,"score":39.502267619802566,"temporalMeanDeviance":34.06692852115326,"spatialMeanDeviance":44.93760671845188,"calibration":{"time|England":{"oe":0.9695227844268889,"passed":true},"time|London":{"oe":0.9721745776471125,"passed":true},"time|South East":{"oe":0.9809417893389505,"passed":true},"time|East Midlands":{"oe":0.9867765054586719,"passed":true},"time|East of England":{"oe":0.976611724392813,"passed":true},"time|North East":{"oe":0.9339240024679122,"passed":true},"time|North West":{"oe":0.9217114651211027,"passed":true},"time|West Midlands":{"oe":0.9353083428714098,"passed":true},"time|Yorkshire and The Humber":{"oe":0.9972711504871841,"passed":true},"space|England":{"oe":1.002688298168908,"passed":true},"space|London":{"oe":0.9781626739298072,"passed":true},"space|South East":{"oe":1.0301727318992344,"passed":true},"space|East Midlands":{"oe":1.0130590973310525,"passed":true},"space|East of England":{"oe":1.0171250039226696,"passed":true},"space|North East":{"oe":1.0159686109196642,"passed":true},"space|North West":{"oe":1.006611995561399,"passed":true},"space|West Midlands":{"oe":1.0075242415562573,"passed":true},"space|Yorkshire and The Humber":{"oe":1.0209101681188928,"passed":true}},"lossAgainstM1Percent":1.8675551837691984,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false},{"id":"M2-curve","mapping":[1,2,3,4,5,6,7,8,9,10],"bands":null,"meanParameters":22,"score":38.95325089341773,"temporalMeanDeviance":33.51982217191548,"spatialMeanDeviance":44.386679614919984,"calibration":{"time|England":{"oe":0.9695895315823585,"passed":true},"time|London":{"oe":0.9725066699910184,"passed":true},"time|South East":{"oe":0.9808666614645413,"passed":true},"time|East Midlands":{"oe":0.9867425600483251,"passed":true},"time|East of England":{"oe":0.9765006724321631,"passed":true},"time|North East":{"oe":0.9339295353695777,"passed":true},"time|North West":{"oe":0.9217043511931293,"passed":true},"time|West Midlands":{"oe":0.9353446985313765,"passed":true},"time|Yorkshire and The Humber":{"oe":0.9971550115975886,"passed":true},"space|England":{"oe":1.0093243782055354,"passed":true},"space|London":{"oe":0.9784501180649251,"passed":true},"space|South East":{"oe":1.0371350498754057,"passed":true},"space|East Midlands":{"oe":1.0233311955773432,"passed":true},"space|East of England":{"oe":1.0246812867343578,"passed":true},"space|North East":{"oe":1.0180652205241862,"passed":true},"space|North West":{"oe":1.0166398373589187,"passed":true},"space|West Midlands":{"oe":1.0087446691977153,"passed":true},"space|Yorkshire and The Humber":{"oe":1.0253497612502251,"passed":true}},"lossAgainstM1Percent":0.45176325480704715,"withinScoreTolerance":false,"calibrationNotWorse":true,"eligibleSimplification":false,"selected":false}],"selectedBandCount":10,"model":{"spec":"regional_density","family":"Poisson","transform":{"spec":"regional_density","regions":["East Midlands","East of England","London","North East","North West","South East","South West","West Midlands","Yorkshire and The Humber"],"years":[2021,2022,2023],"densityCenter":7.235965251536273,"continuous":["urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity","frostA2","frostA3","frostA4","frostA5","frostA6","frostA7","frostA8","frostA9","frostA10"],"means":[0.8770226348295678,7.235965251536273,0.2447136244948309,0.1680545849261339,0.046671389697673926,13.850402726850273,1.797148993010445,0.38763075253896595,-0.05619815483948073,0.1,0.1,0.1076923076923077,0.08461538461538462,0.1076923076923077,0.1076923076923077,0.1,0.08461538461538462,0.09230769230769231],"scales":[0.16599004894532857,1.3405778578696743,0.1734752636656119,0.0166636880765888,0.0248255509246922,0.32912909655011624,1.8912660263927754,0.7158849629758782,0.35680417845411677,0.30000000000000004,0.30000000000000004,0.3099914104555367,0.27830850023270065,0.3099914104555367,0.3099914104555367,0.30000000000000004,0.27830850023270065,0.2894598111111812],"dropped":[],"columns":["intercept","region:East of England","region:London","region:North East","region:North West","region:South East","region:South West","region:West Midlands","region:Yorkshire and The Humber","year:2022","year:2023","urbanShare","logDensity","trunkShare","vanShare","hgvShare","logFlow","densitySquared","londonDensity","southEastDensity","frostA2","frostA3","frostA4","frostA5","frostA6","frostA7","frostA8","frostA9","frostA10"]},"beta":[-3.0608076235149935,-0.047296769968005414,-0.03508072784102107,-0.2696771319816271,-0.24982538065070675,0.19401898128738532,-0.1553304123289555,-0.15137969988268846,0.08256783500006787,0.03292666390253437,0.00029087792530743564,0.06016000222302429,0.34720614789736554,-0.10769221924844234,0.04236164610531693,-0.020542395822977972,-0.14073630462413933,0.028901083420171544,0.31159780433139633,0.030286381179310356,-0.016787803736665927,-0.035885655160984624,-0.04666330049958257,0.010168254881488422,-0.009205975759665462,0.02345779833594877,-0.03902150990234068,-0.03499245903566887,-0.05779926098829432],"alpha":0.0,"meanParameters":29,"parameters":29,"trainingYears":[2021,2022,2023],"trainingRows":390,"trainingAuthorities":130,"trainingRowIds":["E06000001:2021","E06000001:2022","E06000001:2023","E06000002:2021","E06000002:2022","E06000002:2023","E06000003:2021","E06000003:2022","E06000003:2023","E06000004:2021","E06000004:2022","E06000004:2023","E06000005:2021","E06000005:2022","E06000005:2023","E06000006:2021","E06000006:2022","E06000006:2023","E06000007:2021","E06000007:2022","E06000007:2023","E06000008:2021","E06000008:2022","E06000008:2023","E06000009:2021","E06000009:2022","E06000009:2023","E06000011:2021","E06000011:2022","E06000011:2023","E06000012:2021","E06000012:2022","E06000012:2023","E06000013:2021","E06000013:2022","E06000013:2023","E06000014:2021","E06000014:2022","E06000014:2023","E06000015:2021","E06000015:2022","E06000015:2023","E06000016:2021","E06000016:2022","E06000016:2023","E06000017:2021","E06000017:2022","E06000017:2023","E06000018:2021","E06000018:2022","E06000018:2023","E06000019:2021","E06000019:2022","E06000019:2023","E06000020:2021","E06000020:2022","E06000020:2023","E06000026:2021","E06000026:2022","E06000026:2023","E06000030:2021","E06000030:2022","E06000030:2023","E06000031:2021","E06000031:2022","E06000031:2023","E06000032:2021","E06000032:2022","E06000032:2023","E06000034:2021","E06000034:2022","E06000034:2023","E06000035:2021","E06000035:2022","E06000035:2023","E06000036:2021","E06000036:2022","E06000036:2023","E06000037:2021","E06000037:2022","E06000037:2023","E06000038:2021","E06000038:2022","E06000038:2023","E06000039:2021","E06000039:2022","E06000039:2023","E06000040:2021","E06000040:2022","E06000040:2023","E06000041:2021","E06000041:2022","E06000041:2023","E06000042:2021","E06000042:2022","E06000042:2023","E06000043:2021","E06000043:2022","E06000043:2023","E06000047:2021","E06000047:2022","E06000047:2023","E06000049:2021","E06000049:2022","E06000049:2023","E06000050:2021","E06000050:2022","E06000050:2023","E06000051:2021","E06000051:2022","E06000051:2023","E06000052:2021","E06000052:2022","E06000052:2023","E06000054:2021","E06000054:2022","E06000054:2023","E06000055:2021","E06000055:2022","E06000055:2023","E06000056:2021","E06000056:2022","E06000056:2023","E06000057:2021","E06000057:2022","E06000057:2023","E06000059:2021","E06000059:2022","E06000059:2023","E06000061:2021","E06000061:2022","E06000061:2023","E06000062:2021","E06000062:2022","E06000062:2023","E08000001:2021","E08000001:2022","E08000001:2023","E08000002:2021","E08000002:2022","E08000002:2023","E08000003:2021","E08000003:2022","E08000003:2023","E08000004:2021","E08000004:2022","E08000004:2023","E08000005:2021","E08000005:2022","E08000005:2023","E08000006:2021","E08000006:2022","E08000006:2023","E08000007:2021","E08000007:2022","E08000007:2023","E08000008:2021","E08000008:2022","E08000008:2023","E08000009:2021","E08000009:2022","E08000009:2023","E08000010:2021","E08000010:2022","E08000010:2023","E08000011:2021","E08000011:2022","E08000011:2023","E08000013:2021","E08000013:2022","E08000013:2023","E08000014:2021","E08000014:2022","E08000014:2023","E08000015:2021","E08000015:2022","E08000015:2023","E08000017:2021","E08000017:2022","E08000017:2023","E08000018:2021","E08000018:2022","E08000018:2023","E08000021:2021","E08000021:2022","E08000021:2023","E08000023:2021","E08000023:2022","E08000023:2023","E08000024:2021","E08000024:2022","E08000024:2023","E08000025:2021","E08000025:2022","E08000025:2023","E08000026:2021","E08000026:2022","E08000026:2023","E08000027:2021","E08000027:2022","E08000027:2023","E08000028:2021","E08000028:2022","E08000028:2023","E08000029:2021","E08000029:2022","E08000029:2023","E08000030:2021","E08000030:2022","E08000030:2023","E08000031:2021","E08000031:2022","E08000031:2023","E08000032:2021","E08000032:2022","E08000032:2023","E08000033:2021","E08000033:2022","E08000033:2023","E08000034:2021","E08000034:2022","E08000034:2023","E08000035:2021","E08000035:2022","E08000035:2023","E08000036:2021","E08000036:2022","E08000036:2023","E08000037:2021","E08000037:2022","E08000037:2023","E09000001:2021","E09000001:2022","E09000001:2023","E09000002:2021","E09000002:2022","E09000002:2023","E09000003:2021","E09000003:2022","E09000003:2023","E09000004:2021","E09000004:2022","E09000004:2023","E09000005:2021","E09000005:2022","E09000005:2023","E09000006:2021","E09000006:2022","E09000006:2023","E09000007:2021","E09000007:2022","E09000007:2023","E09000008:2021","E09000008:2022","E09000008:2023","E09000009:2021","E09000009:2022","E09000009:2023","E09000010:2021","E09000010:2022","E09000010:2023","E09000011:2021","E09000011:2022","E09000011:2023","E09000012:2021","E09000012:2022","E09000012:2023","E09000013:2021","E09000013:2022","E09000013:2023","E09000014:2021","E09000014:2022","E09000014:2023","E09000015:2021","E09000015:2022","E09000015:2023","E09000016:2021","E09000016:2022","E09000016:2023","E09000017:2021","E09000017:2022","E09000017:2023","E09000018:2021","E09000018:2022","E09000018:2023","E09000019:2021","E09000019:2022","E09000019:2023","E09000020:2021","E09000020:2022","E09000020:2023","E09000021:2021","E09000021:2022","E09000021:2023","E09000022:2021","E09000022:2022","E09000022:2023","E09000023:2021","E09000023:2022","E09000023:2023","E09000024:2021","E09000024:2022","E09000024:2023","E09000025:2021","E09000025:2022","E09000025:2023","E09000026:2021","E09000026:2022","E09000026:2023","E09000027:2021","E09000027:2022","E09000027:2023","E09000028:2021","E09000028:2022","E09000028:2023","E09000029:2021","E09000029:2022","E09000029:2023","E09000030:2021","E09000030:2022","E09000030:2023","E09000031:2021","E09000031:2022","E09000031:2023","E09000032:2021","E09000032:2022","E09000032:2023","E09000033:2021","E09000033:2022","E09000033:2023","E10000003:2021","E10000003:2022","E10000003:2023","E10000007:2021","E10000007:2022","E10000007:2023","E10000008:2021","E10000008:2022","E10000008:2023","E10000011:2021","E10000011:2022","E10000011:2023","E10000012:2021","E10000012:2022","E10000012:2023","E10000013:2021","E10000013:2022","E10000013:2023","E10000014:2021","E10000014:2022","E10000014:2023","E10000015:2021","E10000015:2022","E10000015:2023","E10000016:2021","E10000016:2022","E10000016:2023","E10000017:2021","E10000017:2022","E10000017:2023","E10000018:2021","E10000018:2022","E10000018:2023","E10000019:2021","E10000019:2022","E10000019:2023","E10000020:2021","E10000020:2022","E10000020:2023","E10000024:2021","E10000024:2022","E10000024:2023","E10000025:2021","E10000025:2022","E10000025:2023","E10000029:2021","E10000029:2022","E10000029:2023","E10000030:2021","E10000030:2022","E10000030:2023","E10000031:2021","E10000031:2022","E10000031:2023","E10000032:2021","E10000032:2022","E10000032:2023","E10000034:2021","E10000034:2022","E10000034:2023"],"converged":true,"projectedGradientMax":1.2185236126140973e-05,"negativePenalizedLogLikelihoodPerRow":17.49491793959041,"pearsonDispersion":29.551361480686037,"poissonVarianceDispersion":29.551361480686037,"designConditionNumber":30.262196039997196,"frostTransform":{"candidate":"M1","center":36.6635837846154,"ruralCenter":0.12297736517043216,"trunkCenter":0.2447136244948309,"knots":[24.753472300000002,38.18426049999999,48.203303000000005],"seenBands":[1,2,3,4,5,6,7,8,9,10],"trainingFrostRange":[17.449788,54.934584]},"candidate":"M1","bandMapping":[1,2,3,4,5,6,7,8,9,10]}}]