DaniFrame's picture
Upload extra parameters and metrics
9e4b8fd verified
raw
history blame
No virus
3.03 kB
{
"L1s": {
"train": {
"RMSE": 2.9372887252618285,
"MAPE": 1850575299035.3105,
"R2": 0.027040548695520306,
"Pearson": 0.16444040771348437,
"Spearman": 0.12805869003639514
},
"test": {
"RMSE": 2.9931401662405612,
"MAPE": 2434277208676.8774,
"R2": -0.008104482161207516,
"Pearson": 0.06958717864096806,
"Spearman": 0.07198314028623436
}
},
"L1": {
"train": {
"RMSE": 1.9405813228704145,
"MAPE": 11933396048921.535,
"R2": 0.26503054467090836,
"Pearson": 0.5148111748759598,
"Spearman": 0.5311492306573854
},
"test": {
"RMSE": 1.898879473292638,
"MAPE": 17701319037899.43,
"R2": 0.27505411459167495,
"Pearson": 0.5247893966892512,
"Spearman": 0.5261275890639907
}
},
"L2s": {
"train": {
"RMSE": 22.34549814725421,
"MAPE": 13983023549164.762,
"R2": 0.023024907630985525,
"Pearson": 0.15173964716005459,
"Spearman": 0.10554734577514983
},
"test": {
"RMSE": 21.06228016719156,
"MAPE": 16687799464036.95,
"R2": -0.003702913594417767,
"Pearson": 0.06926206531733509,
"Spearman": 0.06480265437699176
}
},
"L2": {
"train": {
"RMSE": 18.990265840003993,
"MAPE": 82977602931113.0,
"R2": 0.16560229004622606,
"Pearson": 0.40694261273757615,
"Spearman": 0.5112457378664993
},
"test": {
"RMSE": 17.20483926315427,
"MAPE": 118095766749896.72,
"R2": 0.1872837944776662,
"Pearson": 0.43283859018863596,
"Spearman": 0.5027664935031427
}
},
"Lpls": {
"train": {
"RMSE": 0.4878365421649339,
"MAPE": 305787900551.8477,
"R2": 0.023957977629506133,
"Pearson": 0.1547841364293999,
"Spearman": 0.1340184443872872
},
"test": {
"RMSE": 0.5056321260874868,
"MAPE": 431133640021.65283,
"R2": -0.008695251693275896,
"Pearson": 0.07174054510989125,
"Spearman": 0.07624261231935235
}
},
"Lpl": {
"train": {
"RMSE": 0.262608406700902,
"MAPE": 1989005530752.5725,
"R2": 0.29546451307161914,
"Pearson": 0.54356647981068,
"Spearman": 0.54130894495943
},
"test": {
"RMSE": 0.26424909243865397,
"MAPE": 2926554236279.633,
"R2": 0.2933639052153554,
"Pearson": 0.542502129607553,
"Spearman": 0.5379010830845479
}
}
}