MLClassifierExample

class MLClassifierExample(*values)

Bases: Enum

Set of example machine learning classifiers.

This class serves as a convenient registry for common Scikit-Learn models. It is typically used in conjunction with the MLClassificationPerformance.

See also

MLClassificationPerformance

Evaluation based on machine learning classification performance.

Attributes

RF	Random Forest.
LOG	Logistic Regression.
SVM	Support Vector Machine.
DT	Decision Tree.
KNN	K-Nearest Neighbors.

RF = RandomForestClassifier()

Random Forest.

LOG = LogisticRegression(max_iter=1000)

Logistic Regression.

SVM = SVC()

Support Vector Machine.

DT = DecisionTreeClassifier()

Decision Tree.

KNN = KNeighborsClassifier()

K-Nearest Neighbors.