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{
"R\u00e9gression Lin\u00e9aire": {
"r2": 0.6954866320001932,
"mae": 0.40106596517703635,
"rmse": 0.7941948272069866,
"rmse_pct": 24.54790675695119,
"temps": 3.4553699493408203
},
"Ridge Regression": {
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"mae": 0.4010100280415759,
"rmse": 0.7940425941753835,
"rmse_pct": 24.543201359563668,
"temps": 0.649498701095581
},
"Random Forest": {
"r2": 0.8007356286018653,
"mae": 0.25191062829185046,
"rmse": 0.6424490621339384,
"rmse_pct": 19.857570375794463,
"temps": 3191.0901625156403
},
"Gradient Boosting": {
"r2": 0.8002233510304723,
"mae": 0.252456205962866,
"rmse": 0.6432743501430408,
"rmse_pct": 19.883079347146396,
"temps": 5755.829763889313
},
"Extra Trees": {
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"mae": 0.2519355843030571,
"rmse": 0.642211276716332,
"rmse_pct": 19.850220624751522,
"temps": 620.5037322044373
},
"XGBoost": {
"r2": 0.8005148405358871,
"mae": 0.25057819869636805,
"rmse": 0.6428048854430123,
"rmse_pct": 19.868568580660405,
"temps": 47.70547676086426
},
"LightGBM": {
"r2": 0.8010071917790376,
"mae": 0.25040492034613004,
"rmse": 0.6420111389130349,
"rmse_pct": 19.844034530400897,
"temps": 71.80779576301575
},
"Baseline Persistance": {
"r2": 0.4664298947738801,
"mae": 0.5153992943491533,
"rmse": 1.051282940926688,
"rmse_pct": 32.49428820859831,
"temps": 0.0
}
}