DaniFrame's picture
Upload extra parameters and metrics
3ae013b verified
raw
history blame
4.48 kB
{
"L1s": {
"train": {
"RMSE": 5.123885163293064,
"MAPE": 2.0310668393862983,
"R2": 0.756435676366464,
"Pearson": 0.9458191941263809,
"Spearman": 0.8650772770550701
},
"validation": {
"RMSE": 13.119223083948006,
"MAPE": 2.1624378072651784,
"R2": 0.12604596820775094,
"Pearson": 0.3866988066602866,
"Spearman": 0.3857262161458479
},
"test": {
"RMSE": 5.476788254932715,
"MAPE": 3.3523192802056605,
"R2": 0.6633319106357654,
"Pearson": 0.8804898844443143,
"Spearman": 0.6777120092394423
}
},
"L1": {
"train": {
"RMSE": 2.6648630690842605,
"MAPE": 4.113924633193045,
"R2": 0.8961707151478996,
"Pearson": 0.9595382246750257,
"Spearman": 0.8674246049185599
},
"validation": {
"RMSE": 8.50494494849266,
"MAPE": 4.8506666172234265,
"R2": 0.43855394635495615,
"Pearson": 0.6638140253056245,
"Spearman": 0.6424010798834515
},
"test": {
"RMSE": 3.3009642482538495,
"MAPE": 26.355533439392655,
"R2": 0.8378345930950459,
"Pearson": 0.9232522251659936,
"Spearman": 0.7559379930510339
}
},
"L2s": {
"train": {
"RMSE": 121.58044348854325,
"MAPE": 7218.8488510230845,
"R2": 0.8943023523056037,
"Pearson": 0.9794888465391877,
"Spearman": 0.789209696017081
},
"validation": {
"RMSE": 615.3351136365305,
"MAPE": 2745.9907156792424,
"R2": 0.053836651807325,
"Pearson": 0.270715081994959,
"Spearman": 0.361786365744746
},
"test": {
"RMSE": 123.90864763358836,
"MAPE": 321003.1817138626,
"R2": 0.8195167560955201,
"Pearson": 0.9367505074609819,
"Spearman": 0.6355077625357404
}
},
"L2": {
"train": {
"RMSE": 237.08948313962875,
"MAPE": 25906.08126766735,
"R2": 0.5616816523391371,
"Pearson": 0.9541490909654837,
"Spearman": 0.7401902160981347
},
"validation": {
"RMSE": 600.3386416166811,
"MAPE": 34001.644166419916,
"R2": 0.01914415831398475,
"Pearson": 0.2036556216379392,
"Spearman": 0.5548302448258344
},
"test": {
"RMSE": 194.54843104775242,
"MAPE": 5529463.752397823,
"R2": 0.5280531803181668,
"Pearson": 0.9160990300905747,
"Spearman": 0.6560779975554334
}
},
"Lpls": {
"train": {
"RMSE": 0.37236911198421063,
"MAPE": 1.3378757496907383,
"R2": 0.3995121284548797,
"Pearson": 0.8739867360830985,
"Spearman": 0.8440960572752795
},
"validation": {
"RMSE": 0.5140476548388875,
"MAPE": 1.5074548301691617,
"R2": 0.1017426060652642,
"Pearson": 0.37475933714097787,
"Spearman": 0.40650827323151245
},
"test": {
"RMSE": 0.3427626838288579,
"MAPE": 3.7647613840753493,
"R2": 0.31097177334347403,
"Pearson": 0.7607667100907389,
"Spearman": 0.6620312421776092
}
},
"Lpl": {
"train": {
"RMSE": 0.13311931992325232,
"MAPE": 3.4960447941544643,
"R2": 0.8081478752031243,
"Pearson": 0.9224812298532025,
"Spearman": 0.888731204574789
},
"validation": {
"RMSE": 0.241007650001747,
"MAPE": 3.400459303513872,
"R2": 0.513703948324807,
"Pearson": 0.7168980759154289,
"Spearman": 0.6952741712285095
},
"test": {
"RMSE": 0.16799576110999231,
"MAPE": 22.020239257285198,
"R2": 0.6875457893427248,
"Pearson": 0.8369665187820003,
"Spearman": 0.7755273117478187
}
}
}