SHAP Analysis for Sample 0 (Date: 2025-12-31)

Waterfall Plot

瀑布图显示了每个特征如何将模型的基准输出值(expected_value)推动到最终的预测值。


Force Plot

力图提供了另一种交互式的视角,红色特征推动预测值升高,蓝色特征推动预测值降低。

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Decision Plot

决策图从另一个角度展示了特征对预测的贡献,显示了从基准线到最终得分的决策路径。