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AFRLA-assessor-instance-level-results

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AFRLA-assessor-instance-level-results
File size: 3,046 Bytes 
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{
    "L1s": {
        "train": {
            "RMSE": 0.24552686861060186,
            "MAPE": 122639082926.44408,
            "R2": 0.1838421970941405,
            "Pearson": 0.42876823237518585,
            "Spearman": 0.4086716273851406
        },
        "test": {
            "RMSE": 0.27512670133297257,
            "MAPE": 119614678568.07745,
            "R2": -0.13143407888544822,
            "Pearson": 0.22262271311147758,
            "Spearman": 0.2888451775437579
        }
    },
    "L1": {
        "train": {
            "RMSE": 0.1594398059573022,
            "MAPE": 262961792290.80496,
            "R2": 0.20219211025568729,
            "Pearson": 0.44965777014968095,
            "Spearman": 0.3854942413618239
        },
        "test": {
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            "R2": -0.4563397411099057,
            "Pearson": -0.03118939990935617,
            "Spearman": -0.004784288745495508
        }
    },
    "L2s": {
        "train": {
            "RMSE": 0.1596165631353819,
            "MAPE": 48311742902.11931,
            "R2": 0.14007818720442067,
            "Pearson": 0.3742702061404887,
            "Spearman": 0.27311959410483677
        },
        "test": {
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            "R2": -0.02477747217908144,
            "Pearson": 0.26905571160894226,
            "Spearman": 0.26482702383055984
        }
    },
    "L2": {
        "train": {
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            "MAPE": 100772379779.09566,
            "R2": 0.1571449636760368,
            "Pearson": 0.39641514057606003,
            "Spearman": 0.2967305749236009
        },
        "test": {
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            "MAPE": 158388842807.98584,
            "R2": -0.433953078465392,
            "Pearson": -0.09902504140816251,
            "Spearman": -0.05299602180510726
        }
    },
    "Lpls": {
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            "MAPE": 252684350973.14087,
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            "Pearson": 0.4436460659498919,
            "Spearman": 0.43628739112126397
        },
        "test": {
            "RMSE": 0.5241932074979335,
            "MAPE": 260063249247.2012,
            "R2": -0.19124930747100644,
            "Pearson": 0.19169005202306,
            "Spearman": 0.22109846820194348
        }
    },
    "Lpl": {
        "train": {
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            "R2": 0.19436737725505482,
            "Pearson": 0.44087115720475833,
            "Spearman": 0.42235817465258285
        },
        "test": {
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            "MAPE": 605241941106.93,
            "R2": -0.3622649972543919,
            "Pearson": 0.048123142332469726,
            "Spearman": 0.028671852344558293
        }
    }
}