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AFRLA-assessor-instance-level-results

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AFRLA-assessor-instance-level-results
File size: 3,023 Bytes 
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{
    "L1s": {
        "train": {
            "RMSE": 10.204440933145012,
            "MAPE": 5.392512323201992,
            "R2": 0.12316860094859305,
            "Pearson": 0.35095384447045586,
            "Spearman": 0.3945437140848836
        },
        "test": {
            "RMSE": 9.698816937888491,
            "MAPE": 60.232503955303805,
            "R2": -0.05581439261090648,
            "Pearson": 0.16412114958489504,
            "Spearman": 0.14239155746555388
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    },
    "L1": {
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            "Pearson": 0.5008995883487776,
            "Spearman": 0.5748768654786096
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        "test": {
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            "MAPE": 38.78847219467775,
            "R2": 0.21832365503456275,
            "Pearson": 0.4720872804062345,
            "Spearman": 0.5476527380072479
        }
    },
    "L2s": {
        "train": {
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            "MAPE": 23293.91649434051,
            "R2": 0.06401724018390464,
            "Pearson": 0.253016284424352,
            "Spearman": 0.3840674596480302
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        "test": {
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            "R2": -0.08756883953710881,
            "Pearson": 0.08659553820674498,
            "Spearman": 0.059853838697905906
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    },
    "L2": {
        "train": {
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            "R2": 0.11192000762860765,
            "Pearson": 0.3345444778031881,
            "Spearman": 0.5071741422008255
        },
        "test": {
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            "MAPE": 7161167.895794786,
            "R2": 0.118292724560356,
            "Pearson": 0.3641146030825867,
            "Spearman": 0.5233158904633385
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    },
    "Lpls": {
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            "Pearson": 0.3641291437507541,
            "Spearman": 0.3931800127004867
        },
        "test": {
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            "MAPE": 28.337579292568787,
            "R2": -0.056314128468597735,
            "Pearson": 0.18443104251833517,
            "Spearman": 0.15946667845625068
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    },
    "Lpl": {
        "train": {
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            "MAPE": 5.513269525932557,
            "R2": 0.35431329941963297,
            "Pearson": 0.595242219117254,
            "Spearman": 0.5943086095613661
        },
        "test": {
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            "MAPE": 25.076857559470227,
            "R2": 0.29185629157004667,
            "Pearson": 0.5441907169291498,
            "Spearman": 0.5363484919642364
        }
    }
}