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@ -274,16 +274,16 @@ class Components :
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#
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#
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_df = _df[list(set(_df.columns) - set(skip_columns))]
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_df = _df[list(set(_df.columns) - set(skip_columns))]
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if set(df.columns) & set(_df.columns) :
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_columns = set(df.columns) - set(_df.columns)
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df = df[_columns]
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if x_cols :
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if x_cols :
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for _col in x_cols :
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for _col in x_cols :
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if df[_col].unique().size > 0 :
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if df[_col].unique().size > 0 :
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_df[_col] = self.approximate(df[_col].fillna(-1))
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_df[_col] = self.approximate(df[_col].fillna(-1))
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else:
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else:
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_df[_col] = -1
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_df[_col] = -1
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if set(df.columns) & set(_df.columns) :
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_columns = set(df.columns) - set(_df.columns)
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df = df[_columns]
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#
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#
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# Let us merge the dataset here and and have a comprehensive dataset
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# Let us merge the dataset here and and have a comprehensive dataset
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