Example: Partial Dependence Plots

Partial Dependence Plots

Partial dependence plots show the dependence between the target function [2] and a set of ‘target’ features, marginalizing over the values of all other features (the complement features). Due to the limits of human perception the size of the target feature set must be small (usually, one or two) thus the target features are usually chosen among the most important features (see feature_importances_).

This example shows how to obtain partial dependence plots from a 登录查看完整内容