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AFRLA-assessor-instance-level-results

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AFRLA-assessor-instance-level-results
File size: 3,057 Bytes 
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{
    "L1s": {
        "train": {
            "RMSE": 11.612944957529125,
            "MAPE": 1.7622363562977426,
            "R2": 0.003769406632377681,
            "Pearson": 0.06139549358363278,
            "Spearman": 0.053085687482093816
        },
        "test": {
            "RMSE": 11.553809150160111,
            "MAPE": 1.3306812662906142,
            "R2": -0.003937800748289755,
            "Pearson": 0.011204861147141554,
            "Spearman": 0.007959154754862406
        }
    },
    "L1": {
        "train": {
            "RMSE": 7.168629308049433,
            "MAPE": 12.30441950422544,
            "R2": 0.05524633211405061,
            "Pearson": 0.23504538309452125,
            "Spearman": 0.26865409551852154
        },
        "test": {
            "RMSE": 7.063490116553911,
            "MAPE": 6.798334225698786,
            "R2": 0.055547402726332074,
            "Pearson": 0.23589458250149625,
            "Spearman": 0.2530661094058095
        }
    },
    "L2s": {
        "train": {
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            "MAPE": 1949867.253345137,
            "R2": 0.007981186514472993,
            "Pearson": 0.08933748661380887,
            "Spearman": 0.0062105299079325904
        },
        "test": {
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            "MAPE": 23527.71379915716,
            "R2": -0.005048828655433546,
            "Pearson": 0.021727223436436686,
            "Spearman": -0.05657488848707725
        }
    },
    "L2": {
        "train": {
            "RMSE": 211.23434004999615,
            "MAPE": 10178019.829990152,
            "R2": 0.026004616616735143,
            "Pearson": 0.16125946985134074,
            "Spearman": 0.2607551954162555
        },
        "test": {
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            "MAPE": 215723.36664001702,
            "R2": 0.028109981010212892,
            "Pearson": 0.16831418723480246,
            "Spearman": 0.23993282757425252
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    },
    "Lpls": {
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            "R2": 0.004257046353862481,
            "Pearson": 0.06524604473730874,
            "Spearman": 0.06163535856385846
        },
        "test": {
            "RMSE": 0.5102909136872258,
            "MAPE": 1.2318854897671019,
            "R2": 4.071012776885041e-07,
            "Pearson": 0.04613730658413685,
            "Spearman": 0.039974783602165956
        }
    },
    "Lpl": {
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            "MAPE": 9.679550146657201,
            "R2": 0.07419072797837767,
            "Pearson": 0.2723797495747032,
            "Spearman": 0.2716692779452745
        },
        "test": {
            "RMSE": 0.2611349739302462,
            "MAPE": 5.2956910735165525,
            "R2": 0.07276200557510726,
            "Pearson": 0.2698470969578945,
            "Spearman": 0.2583928204028996
        }
    }
}