DaniFrame's picture
Upload extra parameters and metrics
27cca40 verified
raw
history blame
4.55 kB
{
"L1s": {
"train": {
"RMSE": 11.59991272584837,
"MAPE": 1.1946707359456306,
"R2": 0.009693752297815217,
"Pearson": 0.3156188001576039,
"Spearman": 0.21852419638681586
},
"validation": {
"RMSE": 11.488191662104107,
"MAPE": 1.2113857358092213,
"R2": -0.0011294225503934996,
"Pearson": -0.03568841957442828,
"Spearman": -0.032682282287886735
},
"test": {
"RMSE": 11.534818397296853,
"MAPE": 1.0879918985176738,
"R2": -0.0006402102121239039,
"Pearson": 0.04256952589851491,
"Spearman": 0.02943647868936683
}
},
"L1": {
"train": {
"RMSE": 5.931747870865354,
"MAPE": 11.139290245687837,
"R2": 0.35353830120715557,
"Pearson": 0.6842372204529218,
"Spearman": 0.6368448690706159
},
"validation": {
"RMSE": 7.082442424118008,
"MAPE": 8.068800478184372,
"R2": 0.0731405511956903,
"Pearson": 0.27197644429592016,
"Spearman": 0.31289322840722555
},
"test": {
"RMSE": 7.004698322711716,
"MAPE": 6.833368244512131,
"R2": 0.0712039635690831,
"Pearson": 0.26894277469394096,
"Spearman": 0.3136593826283098
}
},
"L2s": {
"train": {
"RMSE": 248.29666790868075,
"MAPE": 1820408.729153161,
"R2": 0.03755917748869142,
"Pearson": 0.5064484896486007,
"Spearman": 0.2258518941753469
},
"validation": {
"RMSE": 249.70204886375862,
"MAPE": 35593.08749507679,
"R2": 0.00043393951409775866,
"Pearson": 0.028539794596663347,
"Spearman": 0.0039904084303209394
},
"test": {
"RMSE": 248.32231576386945,
"MAPE": 25136.231648249537,
"R2": -0.0035587060624453493,
"Pearson": -0.014456548974443142,
"Spearman": 0.004070770816436762
}
},
"L2": {
"train": {
"RMSE": 208.35555166180632,
"MAPE": 13363410.53690026,
"R2": 0.054258298769955804,
"Pearson": 0.6123980426092859,
"Spearman": 0.4349340683482646
},
"validation": {
"RMSE": 212.27155492115855,
"MAPE": 294519.34672183,
"R2": 0.0021376713304470663,
"Pearson": 0.05144217709916472,
"Spearman": 0.2979411296587231
},
"test": {
"RMSE": 208.88416058500644,
"MAPE": 170629.67053694086,
"R2": 0.004080208192305257,
"Pearson": 0.06746190891411016,
"Spearman": 0.24782066301909542
}
},
"Lpls": {
"train": {
"RMSE": 0.5091173542998488,
"MAPE": 1.1545428874476595,
"R2": 0.010190033021124312,
"Pearson": 0.32327129019798034,
"Spearman": 0.26720804053114355
},
"validation": {
"RMSE": 0.5044764797562733,
"MAPE": 1.0883666410597672,
"R2": 0.0008588114425122084,
"Pearson": 0.03615910481696441,
"Spearman": 0.04708609843138158
},
"test": {
"RMSE": 0.5097303442414645,
"MAPE": 1.0754607261657232,
"R2": -0.0011754492172868503,
"Pearson": 0.022765949617155903,
"Spearman": 0.026268477432400954
}
},
"Lpl": {
"train": {
"RMSE": 0.20036504216681386,
"MAPE": 7.959761416202174,
"R2": 0.4562741053370938,
"Pearson": 0.7350866617310226,
"Spearman": 0.7413213508068436
},
"validation": {
"RMSE": 0.2574916632407702,
"MAPE": 6.383081882340914,
"R2": 0.10878471382519861,
"Pearson": 0.3320361882937842,
"Spearman": 0.31254091929332795
},
"test": {
"RMSE": 0.25530415483791247,
"MAPE": 5.235562304472892,
"R2": 0.11186390680807579,
"Pearson": 0.3354738158701248,
"Spearman": 0.33058312864145845
}
}
}