Decision tree algorithm

from sklearn.datasets import load_iris
>>> from sklearn import tree
>>> X, y = load_iris(return_X_y=True)
>>> clf = tree.DecisionTreeClassifier()
>>> clf = clf.fit(X, y)

Source: scikit-learn.org

Decision trees

Training Data Set Accuracy:  0.9610705596107056
Training Data F1 Score  0.972027972027972
Validation Mean F1 Score:  0.6348494236272646
Validation Mean Accuracy:  0.7030561269468117

-2

Similar codes

7 votes328 views5 answers
How to multiply two lists in python
Python
0 vote314 views1 answer
Bs
Python
-1 vote296 views1 answer
How to play mp3 file form pygame module
Python
4 votes317 views1 answer
Python pygame screen example
Python
3 votes310 views1 answer
Pandas concat and reset index
Python
0 vote312 views1 answer
File = Root() path = file.fileDialog() print("PATH = ", path)
Python
2 votes317 views1 answer
Python buffer
Python
10 votes328 views4 answers
Dataframe column in list
Python
27 votes335 views4 answers
How to do a square root in python
Python
136 votes342 views6 answers
Input function python
Python