View Decision Tree

Open Live Script

This example shows how to view a classification or regression tree. There are two ways to view a tree:view(tree)returns a text description andview(tree,'mode','graph')returns a graphic description of the tree.

Create and view a classification tree.

loadfisheriris% load the sample datactree = fitctree(meas,species);% create classification treeview(ctree)% text description

Decision tree for classification 1 if x3<2.45 then node 2 elseif x3>=2.45 then node 3 else setosa 2 class = setosa 3 if x4<1.75 then node 4 elseif x4>=1.75 then node 5 else versicolor 4 if x3<4.95 then node 6 elseif x3>=4.95 then node 7 else versicolor 5 class = virginica 6 if x4<1.65 then node 8 elseif x4>=1.65 then node 9 else versicolor 7 class = virginica 8 class = versicolor 9 class = virginica

view(ctree,'mode','graph')% graphic description

Figure Classification tree viewer contains an axes object and other objects of type uimenu, uicontrol. The axes object contains 18 objects of type line, text.

Now, create and view a regression tree.

loadcarsmall% load the sample data, contains Horsepower, Weight, MPGX = [Horsepower Weight]; rtree = fitrtree(X,MPG,'MinParent',30);% create classification treeview(rtree)% text description

Decision tree for regression 1 if x2<3085.5 then node 2 elseif x2>=3085.5 then node 3 else 23.7181 2 if x1<89 then node 4 elseif x1>=89 then node 5 else 28.7931 3 if x1<115 then node 6 elseif x1>=115 then node 7 else 15.5417 4 if x2<2162 then node 8 elseif x2>=2162 then node 9 else 30.9375 5 fit = 24.0882 6 fit = 19.625 7 fit = 14.375 8 fit = 33.3056 9 fit = 29

view(rtree,'mode','graph')% graphic description

Figure Regression tree viewer contains an axes object and other objects of type uimenu, uicontrol. The axes object contains 18 objects of type line, text.

View Decision Tree

See Also

Related Topics

统计和机器学习的工具箱Documentation

金宝app

Mastering Machine Learning: A Step-by-Step Guide with MATLAB