FeatureValueDependencyPlot

FeatureValueDependencyPlot[model,data] plots the dependency of the result of model on the value of a particular feature in data.

• FeatureValueDependencyPlot[model] estimates the feature value dependency using synthetic data.
• FeatureValueDependencyPlot[model->fname,…] plots only the dependency on the specified feature fname.
• FeatureValueDependencyPlot[model->fname->class,…] plots only the dependency on the classification class.

Examples

(* Visualize feature dependencies *)
classifier = Classify[trainingData];
FeatureValueDependencyPlot[classifier, testData]

(* Focus on a specific feature *)
FeatureValueDependencyPlot[classifier -> "age", testData]

Please visit the official Wolfram Language Reference for more details.