shap.force_plot函数的源码解读 shap.force_plot(explainer.expected_value[1], shap_values[1][0,:], X_display.iloc[0,:])解读 defforce(base_value,shap_values=None,features=None,feature_names=None,out_names=None,link="identity",plot_cmap="RdBu",matplotlib=False,show=True,figsize=(20,3),ord...
shap.force_plot函数的源码解读 shap.force_plot(explainer.expected_value[1], shap_values[1][0,:], X_display.iloc[0,:])解读 def force(base_value, shap_values=None, features=None, feature_names=None, out_names=None, link="identity", plot_cmap="RdBu", matplotlib=False, show=True, figsiz...
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在这里，我们将研究SHAP值，这是一种解释来自机器学习模型的预测的有效方法。
shap.force_plot函数的源码解读 shap.force_plot(explainer.expected_value[1], shap_values[1][0,:], X_display.iloc[0,:])解读 def force(base_value, shap_values=None, features=None, feature_names=None, out_names=None, link="identity", plot_cmap="RdBu", matplotlib=False, show=True, figsiz...
shap.force_plot(base_value = np.around(explainer.expected_value, decimals=2), shap_values = np.around(shap_values[sample_id,:], decimals = 2), features = np.around(one_sample, decimals=2), matplotlib=True, show = False, feature_names=feat_names) 👎 5 Author dynamik1703 commente...
Problem: Applying the SHAP force plot to explain a certain regression prediction should yield the value predicted by the model. That's the case with xgBoost for example. CatBoost's SHAP outcome significantly differs from its own predicti...
Question: Consider the distributed load applied to beam AB as shown below. Determine normal force, shear force and bending moment at x=1.8 m Shear Force Shear force is defined as those force do not have a proper alignment and pushes o...
Fig. 7. A typical 3D scatter plot showing the roughness values of each frame in a sample dataset, enabling the visualisation of the anomalous frames relative to the rest of the data when plotted for the three different roughness parameters being used as the filters. Most anomalous frames are ...