如何在Python中可视化随机林模型?
我用Python开发了一个随机森林分类器。此外,我还使用了GridSearch方法。现在,我如何想象这些树如何在Python中可视化随机林模型?,python,classification,random-forest,ensemble-learning,visualize,Python,Classification,Random Forest,Ensemble Learning,Visualize,我用Python开发了一个随机森林分类器。此外,我还使用了GridSearch方法。现在,我如何想象这些树 # RandomForest RFC = RandomForestClassifier() param_grid = { "max_depth": [4,5,7,8,10], "max_features": [1, 3, 10], "min_sa
# RandomForest
RFC = RandomForestClassifier()
param_grid = {
"max_depth": [4,5,7,8,10],
"max_features": [1, 3, 10],
"min_samples_leaf": [1, 3, 10],
"bootstrap": [False],
"n_estimators" :[80,100,120,150],
"criterion": ["gini"]
}
gs_RFC = GridSearchCV(RFC,param_grid = param_grid, cv=kfold, scoring="f1", n_jobs= 4, verbose = 1)
gs_RFC.fit(X_train_smo,y_train_smo)
您是否需要python中的可视化工具?技术?这是你的全部密码吗?到目前为止,您尝试了什么?您想可视化每棵树还是集合?不,我只想可视化最后一棵(集合)树。