Classification Report do Scikit-Learn em Dataframe
2020 Mar 04Não sei se só eu tinha esse problema, mas eu encontrei essa solução no Stack Overflow.
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| def get_classification_report(y_test, y_pred): | |
| '''Source: https://stackoverflow.com/questions/39662398/scikit-learn-output-metrics-classification-report-into-csv-tab-delimited-format''' | |
| from sklearn import metrics | |
| report = metrics.classification_report(y_test, y_pred, output_dict=True) | |
| df_classification_report = pd.DataFrame(report).transpose() | |
| df_classification_report = df_classification_report.sort_values(by=['f1-score'], ascending=False) | |
| return df_classification_report |
Resultado final.