proactive strategy anova
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anova.py
4
anova.py
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@ -147,10 +147,10 @@ if __name__ == '__main__':
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result.drop('idx_scenario', 1, inplace=True)
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df_oa = pd.read_csv("oa_with_exp.csv", index_col=None)
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result = pd.concat(
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[result.iloc[:, 0:9], df_oa.iloc[:, -4:], result.iloc[:, -2:]], axis=1)
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[result.iloc[:, 0:10], df_oa.iloc[:, -4:], result.iloc[:, -2:]], axis=1)
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result.to_csv('analysis\\experiment_result.csv')
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# 9 factors (X), 4 for error (E), and 2 indicators (Y)
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the_lst_col_seg = [9, 4, 2]
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the_lst_col_seg = [10, 3, 2]
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the_n_level = 3
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anova(the_lst_col_seg, the_n_level, "oa25.txt", result, 0.1)
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