Optimization started at 2023-03-22 15:46:45.069176
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Loading column definition...
Checking column definition...
Loading data...
Dropping columns / rows...
Checking for NA values...
Setting data types...
Dropping columns / rows...
Encoding data...
	Updated column definition:
		id: REAL_VALUED (ID)
		time: DATE (TIME)
		gl: REAL_VALUED (TARGET)
		gender: REAL_VALUED (STATIC_INPUT)
		age: REAL_VALUED (STATIC_INPUT)
		BMI: REAL_VALUED (STATIC_INPUT)
		glycaemia: REAL_VALUED (STATIC_INPUT)
		HbA1c: REAL_VALUED (STATIC_INPUT)
		follow.up: REAL_VALUED (STATIC_INPUT)
		T2DM: REAL_VALUED (STATIC_INPUT)
		time_year: REAL_VALUED (KNOWN_INPUT)
		time_month: REAL_VALUED (KNOWN_INPUT)
		time_day: REAL_VALUED (KNOWN_INPUT)
		time_hour: REAL_VALUED (KNOWN_INPUT)
		time_minute: REAL_VALUED (KNOWN_INPUT)
Interpolating data...
	Dropped segments: 63
	Extracted segments: 205
	Interpolated values: 241
	Percent of values interpolated: 0.22%
Splitting data...
	Train: 72275 (45.89%)
	Val: 35713 (22.68%)
	Test: 38253 (24.29%)
	Test OOD: 11242 (7.14%)
Scaling data...
	No scaling applied
Data formatting complete.
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Current value: 0.02739519625902176, Current params: {'in_len': 60}
Best value: 0.02739519625902176, Best params: {'in_len': 60}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.03180519491434097, Current params: {'in_len': 132}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.030361944809556007, Current params: {'in_len': 96}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02973099611699581, Current params: {'in_len': 84}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 4.097427845001221, Current params: {'in_len': 144}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 4.097427845001221, Current params: {'in_len': 144}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02973099611699581, Current params: {'in_len': 84}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.03180519491434097, Current params: {'in_len': 132}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02545488439500332, Current params: {'in_len': 24}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02545488439500332, Current params: {'in_len': 24}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.026686904951930046, Current params: {'in_len': 48}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.026686904951930046, Current params: {'in_len': 48}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02586495317518711, Current params: {'in_len': 36}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02739519625902176, Current params: {'in_len': 60}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.03132137283682823, Current params: {'in_len': 108}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02586495317518711, Current params: {'in_len': 36}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02545488439500332, Current params: {'in_len': 24}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02586495317518711, Current params: {'in_len': 36}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02739519625902176, Current params: {'in_len': 60}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02545488439500332, Current params: {'in_len': 24}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.026686904951930046, Current params: {'in_len': 48}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02739519625902176, Current params: {'in_len': 60}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02586495317518711, Current params: {'in_len': 36}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02545488439500332, Current params: {'in_len': 24}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02545488439500332, Current params: {'in_len': 24}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.03132137283682823, Current params: {'in_len': 108}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02586495317518711, Current params: {'in_len': 36}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02545488439500332, Current params: {'in_len': 24}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02836737222969532, Current params: {'in_len': 72}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.026686904951930046, Current params: {'in_len': 48}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02545488439500332, Current params: {'in_len': 24}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02586495317518711, Current params: {'in_len': 36}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.03180519491434097, Current params: {'in_len': 132}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02545488439500332, Current params: {'in_len': 24}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
Current value: 0.02521355450153351, Current params: {'in_len': 12}
Best value: 0.02521355450153351, Best params: {'in_len': 12}
--------------------------------
Loading column definition...
Checking column definition...
Loading data...
Dropping columns / rows...
Checking for NA values...
Setting data types...
Dropping columns / rows...
Encoding data...
	Updated column definition:
		id: REAL_VALUED (ID)
		time: DATE (TIME)
		gl: REAL_VALUED (TARGET)
		gender: REAL_VALUED (STATIC_INPUT)
		age: REAL_VALUED (STATIC_INPUT)
		BMI: REAL_VALUED (STATIC_INPUT)
		glycaemia: REAL_VALUED (STATIC_INPUT)
		HbA1c: REAL_VALUED (STATIC_INPUT)
		follow.up: REAL_VALUED (STATIC_INPUT)
		T2DM: REAL_VALUED (STATIC_INPUT)
		time_year: REAL_VALUED (KNOWN_INPUT)
		time_month: REAL_VALUED (KNOWN_INPUT)
		time_day: REAL_VALUED (KNOWN_INPUT)
		time_hour: REAL_VALUED (KNOWN_INPUT)
		time_minute: REAL_VALUED (KNOWN_INPUT)
Interpolating data...
	Dropped segments: 63
	Extracted segments: 205
	Interpolated values: 241
	Percent of values interpolated: 0.22%
Splitting data...
	Train: 72275 (45.89%)
	Val: 35713 (22.68%)
	Test: 38253 (24.29%)
	Test OOD: 11242 (7.14%)
Scaling data...
	No scaling applied
Data formatting complete.
--------------------------------
	Train: 72173 (45.75%)
	Val: 35885 (22.74%)
	Test: 38253 (24.25%)
	Test OOD: 11460 (7.26%)
	No scaling applied
	Seed: 10 ID mean of (MSE, MAE): [92.08720397949219, 6.051539421081543]
	Seed: 10 OOD mean of (MSE, MAE) stats: [74.26663208007812, 5.473374843597412]
	Seed: 10 ID median of (MSE, MAE): [30.453121185302734, 4.593626022338867]
	Seed: 10 OOD median of (MSE, MAE) stats: [27.055505752563477, 4.283544540405273]
	Seed: 10 ID likelihoods: -9.1803066562026
	Seed: 10 OOD likelihoods: -9.072769050488729
	Seed: 10 ID calibration errors: [0.5958940270475688, 0.48691269213133076, 0.3202060602634405, 0.18629193598030155, 0.10235496322259278, 0.06272094710460359, 0.05091111236738457, 0.05475687966784124, 0.06431712112361097, 0.07952431203321583, 0.09336538401140694, 0.11066489846169303]
	Seed: 10 OOD calibration errors: [0.5988805678844569, 0.49845985918547325, 0.3246750712024172, 0.19127195709060407, 0.11020327025112397, 0.07161083722476827, 0.061182466133672564, 0.06734592086050104, 0.07691089939134578, 0.09276366580404509, 0.1075795515332012, 0.11520204137691735]
	Train: 71945 (45.73%)
	Val: 35713 (22.70%)
	Test: 38037 (24.18%)
	Test OOD: 11644 (7.40%)
	No scaling applied
	Seed: 11 ID mean of (MSE, MAE): [85.55891418457031, 5.970520496368408]
	Seed: 11 OOD mean of (MSE, MAE) stats: [107.63945007324219, 6.295997142791748]
	Seed: 11 ID median of (MSE, MAE): [31.20676612854004, 4.593048095703125]
	Seed: 11 OOD median of (MSE, MAE) stats: [31.20155143737793, 4.680470943450928]
	Seed: 11 ID likelihoods: -9.143541352854603
	Seed: 11 OOD likelihoods: -9.258332035336618
	Seed: 11 ID calibration errors: [0.5962008783559236, 0.48454382230544396, 0.3142056659952537, 0.17956373242106924, 0.10253777045615978, 0.06537269775019064, 0.05704804990452907, 0.06686028852098148, 0.08193392755965782, 0.09847697243950826, 0.1139526651840787, 0.13310195194175736]
	Seed: 11 OOD calibration errors: [0.5962787957747189, 0.5167352738194573, 0.3440621039727254, 0.20733342386648335, 0.11663819823470961, 0.0700493441032417, 0.04967758174639506, 0.04373835954992998, 0.04548550788831953, 0.05330247956505889, 0.06162159194410563, 0.0654148602032009]
	Train: 71565 (45.53%)
	Val: 35497 (22.58%)
	Test: 38037 (24.20%)
	Test OOD: 12096 (7.69%)
	No scaling applied
	Seed: 12 ID mean of (MSE, MAE): [90.44525909423828, 6.046885013580322]
	Seed: 12 OOD mean of (MSE, MAE) stats: [95.42539978027344, 6.172571182250977]
	Seed: 12 ID median of (MSE, MAE): [30.79340934753418, 4.651589870452881]
	Seed: 12 OOD median of (MSE, MAE) stats: [33.27717971801758, 4.718240261077881]
	Seed: 12 ID likelihoods: -9.171310888932913
	Seed: 12 OOD likelihoods: -9.198110487518543
	Seed: 12 ID calibration errors: [0.5965598123378792, 0.4895313370409942, 0.3232369055602606, 0.1884189990427103, 0.10823640329091637, 0.06824067555822366, 0.05968224416325297, 0.06721429907221119, 0.07861021476878333, 0.09649219457557043, 0.11413117925298054, 0.12988591934546956]
	Seed: 12 OOD calibration errors: [0.5984204856065509, 0.48939053182009334, 0.3076544781603743, 0.16941802275765724, 0.08643187443709537, 0.040865693053108644, 0.02121500704181411, 0.017251396813013485, 0.021470293641506148, 0.024431713454127688, 0.02801734710547383, 0.03606287575591741]
	Train: 73201 (46.27%)
	Val: 36332 (22.97%)
	Test: 38469 (24.32%)
	Test OOD: 10201 (6.45%)
	No scaling applied
	Seed: 13 ID mean of (MSE, MAE): [92.1501235961914, 6.076876640319824]
	Seed: 13 OOD mean of (MSE, MAE) stats: [90.8580322265625, 6.072695732116699]
	Seed: 13 ID median of (MSE, MAE): [30.776254653930664, 4.6132121086120605]
	Seed: 13 OOD median of (MSE, MAE) stats: [35.681705474853516, 4.9670538902282715]
	Seed: 13 ID likelihoods: -9.180648377059457
	Seed: 13 OOD likelihoods: -9.173588012518804
	Seed: 13 ID calibration errors: [0.5958215661726884, 0.49161605574480055, 0.3240404305082442, 0.1885355343989285, 0.10355926281771326, 0.06350103356916174, 0.05199803961529872, 0.05684116031482608, 0.06600178569695554, 0.08120000776389977, 0.09485709571917966, 0.10623159713123895]
	Seed: 13 OOD calibration errors: [0.5957527633375341, 0.4905828279248057, 0.3190735927326191, 0.18762996219281655, 0.1044279038017223, 0.05719632823986553, 0.04200650467338792, 0.040836680844360373, 0.05580924438143242, 0.06951221513337527, 0.08167697174963238, 0.09562001155219484]
	Train: 72721 (45.97%)
	Val: 36577 (23.12%)
	Test: 38240 (24.17%)
	Test OOD: 10665 (6.74%)
	No scaling applied
	Seed: 14 ID mean of (MSE, MAE): [91.05681610107422, 6.0933451652526855]
	Seed: 14 OOD mean of (MSE, MAE) stats: [74.71967315673828, 5.63553524017334]
	Seed: 14 ID median of (MSE, MAE): [32.70396041870117, 4.664409637451172]
	Seed: 14 OOD median of (MSE, MAE) stats: [29.816316604614258, 4.495523929595947]
	Seed: 14 ID likelihoods: -9.174679820812063
	Seed: 14 OOD likelihoods: -9.07581014093294
	Seed: 14 ID calibration errors: [0.5971118954548817, 0.48743563142209884, 0.32318236989715193, 0.18706402144805878, 0.10531864315524492, 0.06681572521799906, 0.06090365533233938, 0.06444123115384065, 0.07665642331893904, 0.09175609917365773, 0.10648298434058705, 0.12107054528509513]
	Seed: 14 OOD calibration errors: [0.5963432724372968, 0.4845198854724831, 0.3099555980790131, 0.17490759127081382, 0.09568067344580765, 0.06254829441317504, 0.05579111375652106, 0.06739249111640029, 0.08878544240076194, 0.09911135421571725, 0.12102992592296179, 0.1426239505991115]
	Train: 72280 (45.90%)
	Val: 35929 (22.81%)
	Test: 38037 (24.15%)
	Test OOD: 11237 (7.14%)
	No scaling applied
	Seed: 15 ID mean of (MSE, MAE): [87.95626831054688, 5.938694000244141]
	Seed: 15 OOD mean of (MSE, MAE) stats: [93.96246337890625, 6.147653579711914]
	Seed: 15 ID median of (MSE, MAE): [30.280929565429688, 4.591959476470947]
	Seed: 15 OOD median of (MSE, MAE) stats: [30.604642868041992, 4.573463439941406]
	Seed: 15 ID likelihoods: -9.157358576656492
	Seed: 15 OOD likelihoods: -9.19038605919322
	Seed: 15 ID calibration errors: [0.5953946268694643, 0.4883677397760395, 0.31676100595218937, 0.18347785984819157, 0.10081290208844781, 0.05941947590079917, 0.04709866991930731, 0.05101494142110057, 0.06264924645701582, 0.07570832881687972, 0.08946367957359909, 0.10312675570929357]
	Seed: 15 OOD calibration errors: [0.5983671701824693, 0.4991701531099074, 0.31879934234670654, 0.17552076452195353, 0.0919993834500374, 0.043389410020404855, 0.02347602061038443, 0.022922300024955565, 0.027178256337986793, 0.032034908471690035, 0.039410020404867775, 0.05063651443754491]
	Train: 71826 (45.65%)
	Val: 35713 (22.70%)
	Test: 38037 (24.18%)
	Test OOD: 11763 (7.48%)
	No scaling applied
	Seed: 16 ID mean of (MSE, MAE): [90.68603515625, 6.034441947937012]
	Seed: 16 OOD mean of (MSE, MAE) stats: [95.28118133544922, 6.159668445587158]
	Seed: 16 ID median of (MSE, MAE): [29.904579162597656, 4.539310932159424]
	Seed: 16 OOD median of (MSE, MAE) stats: [32.96531677246094, 4.71872091293335]
	Seed: 16 ID likelihoods: -9.172640474524199
	Seed: 16 OOD likelihoods: -9.197354574864548
	Seed: 16 ID calibration errors: [0.5953596863933448, 0.48746349613609946, 0.32106201974216303, 0.1868370689863966, 0.10699371349365445, 0.06429049591255984, 0.05581735104339007, 0.06014655544477831, 0.07425980785120434, 0.08441255728947664, 0.10228786664173178, 0.11470745887843448]
	Seed: 16 OOD calibration errors: [0.5995959955659746, 0.4946471924796787, 0.31266137373360486, 0.17605319696626914, 0.08726652955063491, 0.0433306157492415, 0.02255882530280359, 0.019126114626047856, 0.021379819825205367, 0.025452588550381877, 0.032314608629239905, 0.03839701532995712]
	Train: 72187 (45.92%)
	Val: 35497 (22.58%)
	Test: 38037 (24.20%)
	Test OOD: 11474 (7.30%)
	No scaling applied
	Seed: 17 ID mean of (MSE, MAE): [91.14629364013672, 6.038054466247559]
	Seed: 17 OOD mean of (MSE, MAE) stats: [80.64501190185547, 5.6777544021606445]
	Seed: 17 ID median of (MSE, MAE): [30.960168838500977, 4.55233907699585]
	Seed: 17 OOD median of (MSE, MAE) stats: [27.392967224121094, 4.336054801940918]
	Seed: 17 ID likelihoods: -9.175171619661656
	Seed: 17 OOD likelihoods: -9.113966962878555
	Seed: 17 ID calibration errors: [0.5966026144211256, 0.49183129388156527, 0.3296707177766421, 0.1881108875714741, 0.10480127802732421, 0.06524365621906719, 0.05608011930584389, 0.06187523550079427, 0.07293095801623851, 0.08231612872230219, 0.09904539045783534, 0.1134663572846326]
	Seed: 17 OOD calibration errors: [0.5944389083758503, 0.46375912344104303, 0.2888303172831632, 0.16367065706490927, 0.08231004641439905, 0.044186906533446674, 0.027273220486111062, 0.023448682858560048, 0.029394641971371847, 0.03840669731434237, 0.04667891245039681, 0.054388663017290215]
	Train: 71880 (45.73%)
	Val: 35497 (22.58%)
	Test: 38037 (24.20%)
	Test OOD: 11781 (7.49%)
	No scaling applied
	Seed: 18 ID mean of (MSE, MAE): [91.59232330322266, 6.04520320892334]
	Seed: 18 OOD mean of (MSE, MAE) stats: [96.27680969238281, 6.0730156898498535]
	Seed: 18 ID median of (MSE, MAE): [30.688156127929688, 4.609931468963623]
	Seed: 18 OOD median of (MSE, MAE) stats: [29.393360137939453, 4.440107345581055]
	Seed: 18 ID likelihoods: -9.17761263875981
	Seed: 18 OOD likelihoods: -9.202552390391567
	Seed: 18 ID calibration errors: [0.595259629575366, 0.486842349762901, 0.31826011119806513, 0.18475755478607095, 0.09932793185336587, 0.05770866313370805, 0.04557050055011393, 0.050295485253729365, 0.06190001147476991, 0.07190624914385901, 0.08592071529507425, 0.1005679217047458]
	Seed: 18 OOD calibration errors: [0.597227342140048, 0.4986324003908013, 0.3306249538181131, 0.18640528402886672, 0.10101887505028691, 0.054668065122617994, 0.03176605692892501, 0.023888555923186162, 0.026744854311540923, 0.032811512220753486, 0.03736012019605747, 0.047578016600848885]
	Train: 72349 (45.90%)
	Val: 36145 (22.93%)
	Test: 38037 (24.13%)
	Test OOD: 11096 (7.04%)
	No scaling applied
	Seed: 19 ID mean of (MSE, MAE): [93.01641082763672, 6.072265625]
	Seed: 19 OOD mean of (MSE, MAE) stats: [86.66426849365234, 5.828485488891602]
	Seed: 19 ID median of (MSE, MAE): [30.851234436035156, 4.6285624504089355]
	Seed: 19 OOD median of (MSE, MAE) stats: [29.529541015625, 4.536709308624268]
	Seed: 19 ID likelihoods: -9.185326666297776
	Seed: 19 OOD likelihoods: -9.14995958865814
	Seed: 19 ID calibration errors: [0.5954668901268936, 0.48888382649036016, 0.32397121142998264, 0.1880204393844282, 0.10623923743999071, 0.06233120871415469, 0.051729712388264855, 0.0548141623278933, 0.06631791703939813, 0.0787244065975559, 0.09079292645942989, 0.10597861325220786]
	Seed: 19 OOD calibration errors: [0.59441444116423, 0.48301503354985986, 0.3076591519198989, 0.17907897907179926, 0.09553763741813316, 0.05392522409164693, 0.03726942837463887, 0.038644279000489154, 0.04452250164889587, 0.05411080093749765, 0.06016072780196695, 0.07135861721520335]
ID mean of (MSE, MAE): [90.56956481933594, 6.036782741546631] +- [2.1064061952940465, 0.045250155998718525]
OOD mean of (MSE, MAE): [89.57389068603516, 5.953675270080566] +- [10.010825122207452, 0.2640596237623501]
ID median of (MSE, MAE): [30.86185646057129, 4.603798866271973] +- [0.7060589715284925, 0.03723323681979418]
OOD median of (MSE, MAE): [30.691808700561523, 4.574988842010498] +- [2.548094642603983, 0.19339750499651245]
ID likelihoods: -9.171859707176157 +- 0.011811398977846908
OOD likelihoods: -9.163282930278166 +- 0.05678455800478657
ID calibration errors: [0.5959671626755135, 0.48834282446916333, 0.3214596498323393, 0.18610780338676297, 0.10401821058454101, 0.06356445790804675, 0.05368394545897248, 0.05882602386779965, 0.07055774133065733, 0.08405172565559253, 0.09902998869359034, 0.11388020189945683] +- [0.0005995261673818764, 0.0021193080415006296, 0.004161497200230022, 0.0026823637178698444, 0.002670683283327521, 0.003045684899774445, 0.004829677175532683, 0.0058979688572485724, 0.0068262000944276265, 0.008363539006352791, 0.009474231765432337, 0.01049925315592982]
OOD calibration errors: [0.5969719742469131, 0.4918912281193603, 0.31639959832486364, 0.1811289838832173, 0.09715143920539504, 0.054177071855151714, 0.03722162250546537, 0.0364594781617444, 0.04376814617983667, 0.052193793566698954, 0.06158497777379037, 0.07172825660881864] +- [0.0017308328328303976, 0.013034182913144926, 0.01420353715067625, 0.011839418952403332, 0.010402820302516106, 0.010706906396725308, 0.0137327388616999, 0.017798030672369108, 0.02245785251934105, 0.02570985510945774, 0.0305601444813593, 0.03352421389520106]
