Sklearn random forest

from sklearn.ensemble import RandomForestClassifier


clf = RandomForestClassifier(max_depth=2, random_state=0)

clf.fit(X, y)

print(clf.predict([[0, 0, 0, 0]]))

Sklearn random forest

from sklearn.ensemble import RandomForestClassifier
from sklearn.datasets import make_classification


X, y = make_classification(n_samples=1000, n_features=4,
                            n_informative=2, n_redundant=0,
                            random_state=0, shuffle=False)
clf = RandomForestClassifier(max_depth=2, random_state=0)

clf.fit(X, y)

print(clf.predict([[0, 0, 0, 0]]))

Scikit learn random forest

from sklearn.ensemble import BaggingClassifier
from sklearn.neighbors import KNeighborsClassifier
bagging = BaggingClassifier(KNeighborsClassifier(),
                            max_samples=0.5, max_features=0.5)

Source: scikit-learn.org

Scikit learn random forest classifier

from sklearn.ensemble import RandomForestClassifier
from sklearn.datasets import make_classification


X, y = make_classification(n_samples=1000, n_features=4,
                            n_informative=2, n_redundant=0,
                            random_state=0, shuffle=False)
clf = RandomForestClassifier(max_depth=2, random_state=0)

clf.fit(X, y)

print(clf.predict([[0, 0, 0, 0]]))

-1

Similar codes

0 vote133 views1 answer
Api view wrapper django
Python Django
10 votes98 views3 answers
Enter selenium in python
Python
11 votes102 views3 answers
Get yesterday date python
Python
1 vote106 views1 answer
Python font family list
Python
0 vote101 views2 answers
Force garbage collection in python
Python
0 vote136 views2 answers
Django APIView Pagination
Python Django
0 vote97 views1 answer
Matrix of matrices python grepper
Python
0 vote96 views1 answer
Python grammar checker api
Python
1 vote46 views1 answer
Nan in python what?
Python
3 votes57 views1 answer
Find all index of element in list python
Python