Created
September 9, 2019 13:46
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ara_4_coarse_classing
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| def coarse_classer(df, indexloc_1, indexloc_2): | |
| mean_val = pd.DataFrame(np.mean(pd.DataFrame([df.iloc[indexloc_1], df.iloc[indexloc_2]]))).T | |
| original = df.drop([indexloc_1, indexloc_2]) | |
| coarsed_df = pd.concat([original, mean_val]) | |
| coarsed_df = coarsed_df.sort_values(by='WoE', ascending=False).reset_index(drop=True) | |
| return coarsed_df | |
| geography_df = coarse_classer(geography_df, 1, 2) | |
| geography_df |
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