DaniFrame's picture
Upload extra parameters and metrics
7451bb8 verified
raw
history blame
No virus
4.47 kB
{
"L1s": {
"train": {
"RMSE": 586.3014430187143,
"MAPE": 5.2834646675256725,
"R2": 0.9337327600600539,
"Pearson": 0.9694232964255606,
"Spearman": 0.8332414521090518
},
"validation": {
"RMSE": 1236.7118397520076,
"MAPE": 10.415467244709138,
"R2": 0.6396098566118853,
"Pearson": 0.8216760895810094,
"Spearman": 0.5549834266897372
},
"test": {
"RMSE": 1213.6410769107044,
"MAPE": 8.905757480407884,
"R2": 0.6550839788504399,
"Pearson": 0.8116772504149058,
"Spearman": 0.5817388223501851
}
},
"L1": {
"train": {
"RMSE": 1023.5870824567418,
"MAPE": 11.931679575813197,
"R2": 0.7521517259848447,
"Pearson": 0.8930373640650882,
"Spearman": 0.8155048327141213
},
"validation": {
"RMSE": 1104.1534969715433,
"MAPE": 14.83865998071231,
"R2": 0.6461903903154781,
"Pearson": 0.8055277485806118,
"Spearman": 0.8021646468628589
},
"test": {
"RMSE": 933.6593934957926,
"MAPE": 11.743192790100071,
"R2": 0.7437732698327615,
"Pearson": 0.8765887527728494,
"Spearman": 0.8139040476377118
}
},
"L2s": {
"train": {
"RMSE": 15025981.008154413,
"MAPE": 387344.4991667702,
"R2": 0.6766802658253577,
"Pearson": 0.87286672888748,
"Spearman": 0.3935398680185594
},
"validation": {
"RMSE": 14959940.70139139,
"MAPE": 1405077.1242243748,
"R2": 0.5924873088594793,
"Pearson": 0.7715521899874611,
"Spearman": 0.2533109347016074
},
"test": {
"RMSE": 15839553.031874808,
"MAPE": 328840.4871356257,
"R2": 0.47766165383000436,
"Pearson": 0.6924298325332519,
"Spearman": 0.25305750902572904
}
},
"L2": {
"train": {
"RMSE": 14285434.47113083,
"MAPE": 616510.7311593563,
"R2": 0.6989430120826485,
"Pearson": 0.8751700632751142,
"Spearman": 0.6756041072998666
},
"validation": {
"RMSE": 14299625.163881097,
"MAPE": 1112914.8326005817,
"R2": 0.6211593544665308,
"Pearson": 0.7909757985580199,
"Spearman": 0.657058650793359
},
"test": {
"RMSE": 12660254.045190863,
"MAPE": 493905.82922758703,
"R2": 0.6566275417163496,
"Pearson": 0.8152170219786982,
"Spearman": 0.6942770936812035
}
},
"Lpls": {
"train": {
"RMSE": 0.12801135614081635,
"MAPE": 3.2319780451350657,
"R2": 0.9144226424910306,
"Pearson": 0.9580766499298213,
"Spearman": 0.9168010944732657
},
"validation": {
"RMSE": 0.29254241098332123,
"MAPE": 7.321497562132713,
"R2": 0.5219821654805321,
"Pearson": 0.7240819860478365,
"Spearman": 0.5850296277011746
},
"test": {
"RMSE": 0.2778459565332561,
"MAPE": 4.923206930678496,
"R2": 0.5958426879332432,
"Pearson": 0.779191910856796,
"Spearman": 0.6734053947124017
}
},
"Lpl": {
"train": {
"RMSE": 0.11565234482150664,
"MAPE": 3.870808783688463,
"R2": 0.8698635146180425,
"Pearson": 0.933664225114564,
"Spearman": 0.892363171472557
},
"validation": {
"RMSE": 0.15828163031313,
"MAPE": 5.810187154064853,
"R2": 0.7455148536779512,
"Pearson": 0.8634644010757672,
"Spearman": 0.8382076551269779
},
"test": {
"RMSE": 0.1506680463796389,
"MAPE": 4.43911967543507,
"R2": 0.7798828706016648,
"Pearson": 0.8833597262631596,
"Spearman": 0.8533401957271641
}
}
}