WebbSHAP（Shapley Additive exPlanations） 使用来自博弈论及其相关扩展的经典 Shapley value将最佳信用分配与局部解释联系起来，是一种基于游戏理论上最优的 Shapley … Webb（4）对多个变量的交互进行分析. 我们也可以多个变量的交互作用进行分析。一种方式是采用 summary_plot 描绘出散点图. shap interaction values则是特征俩俩之间的交互归因 …
decision plot — SHAP latest documentation - Read the Docs
WebbUses Shapley values to explain any machine learning model or python function. This is the primary explainer interface for the SHAP library. It takes any combination of a model and masker and returns a callable subclass object that implements the particular estimation algorithm that was chosen. Webb30 mars 2024 · help (shap.force_plot) which shows matplotlib : bool Whether to use the default Javascript output, or the (less developed) matplotlib output. Using matplotlib can … floyd county tax commissioner property search
SHAP: How do I interpret expected values for force_plot?
Webbshap.force_plot(base_value, shap_values=None, features=None, feature_names=None, out_names=None, link='identity', plot_cmap='RdBu', matplotlib=False, show=True, … If this is an int it is the index of the feature to plot. If this is a string it is either the … Create a SHAP beeswarm plot, colored by feature values when they are provided. … List of arrays of SHAP values. Each array has the shap (# samples x width x height … shap.multioutput_decision_plot¶ shap.multioutput_decision_plot … shap.group_difference_plot¶ shap.group_difference_plot (shap_values, … shap.waterfall_plot¶ shap.waterfall_plot (shap_values, max_display = 10, show = … shap.embedding_plot¶ shap.embedding_plot (ind, shap_values, … Read the Docs v: latest . Versions latest stable docs_update Downloads On Read … WebbThese plots require a “shapviz” object, which is built from two things only: Optionally, a baseline can be passed to represent an average prediction on the scale of the SHAP values. Also a 3D array of SHAP interaction values can be passed as S_inter. A key feature of “shapviz” is that X is used for visualization only. Webb11 apr. 2024 · ABAQUS支持导入多种几何模型格式，包括IGES、STEP、ACIS、CATIA等，其中IGES格式是ABAQUS默认的几何模型格式，可以用于导入Voronoi模型。这个例子中，我们首先生成了一个随机点集，然后使用MATLAB内置的Delaunay函数生成Delaunay三角剖分，接着使用voronoiDiagram函数生成voronoi图，最后使用voronoi函数绘制voronoi … floyd county tag office hours