Created
November 6, 2020 09:41
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Put feature importance scores in dataframe
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| feature_important = clf.get_booster().get_score(importance_type="weight") | |
| keys = list(feature_important.keys()) | |
| values = list(feature_important.values()) | |
| data = pd.DataFrame(data=values, index=keys, columns=["score"]).sort_values(by = "score", ascending=False) | |
| # Top 10 features | |
| data.head(20) |
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