logistic regression
from sklearn.linear_model import LogisticRegression # Train a logistic regression model model = LogisticRegression(random_state=42) model.fit(X_train, y_train) # Obtain the model's predicted probabilities for the testing set y_proba = model.predict_proba(X_test)