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fix: use .shape instead of index for outliers
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@@ -120,7 +120,7 @@ class BaseClassifierModel(IFreqaiModel):
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if dk.feature_pipeline["di"]:
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dk.DI_values = dk.feature_pipeline["di"].di_values
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else:
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dk.DI_values = np.zeros(len(outliers.index))
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dk.DI_values = np.zeros(outliers.shape[0])
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dk.do_predict = outliers
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return (pred_df, dk.do_predict)
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@@ -94,7 +94,7 @@ class BasePyTorchClassifier(BasePyTorchModel):
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if dk.feature_pipeline["di"]:
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dk.DI_values = dk.feature_pipeline["di"].di_values
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else:
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dk.DI_values = np.zeros(len(outliers.index))
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dk.DI_values = np.zeros(outliers.shape[0])
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dk.do_predict = outliers
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return (pred_df, dk.do_predict)
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@@ -55,7 +55,7 @@ class BasePyTorchRegressor(BasePyTorchModel):
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if dk.feature_pipeline["di"]:
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dk.DI_values = dk.feature_pipeline["di"].di_values
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else:
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dk.DI_values = np.zeros(len(outliers.index))
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dk.DI_values = np.zeros(outliers.shape[0])
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dk.do_predict = outliers
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return (pred_df, dk.do_predict)
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@@ -114,7 +114,7 @@ class BaseRegressionModel(IFreqaiModel):
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if dk.feature_pipeline["di"]:
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dk.DI_values = dk.feature_pipeline["di"].di_values
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else:
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dk.DI_values = np.zeros(len(outliers.index))
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dk.DI_values = np.zeros(outliers.shape[0])
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dk.do_predict = outliers
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return (pred_df, dk.do_predict)
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