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python shap

python - 如何获取SHAP图以显示20多个变量？

发布于 2021-04-04 02:42:40

如何获取SHAP图以在图表中显示20多个变量。这是我的代码：

shap.initjs()
explainer = shap.TreeExplainer(model)
shap_values = explainer.shap_values(X_train)

shap.summary_plot(shap_values, X_train)
plt.savefig(Config.CLASH_PATH + '/plots/shap_' + target_cols + '.png')
plt.close()

SHAP图

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提问者
C. Cooney
被浏览
33
分享
40.9k 2020-11-03 22:47

使用选项max_display=30在shap.summary_plot()。

desertnaut 1970-01-01 08:00:00

您应该接受自己的答案（这没什么问题），以使问题不会仍然存在。

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