How to print the column names along with the column co-efficients for Logistic Regression in Python?

Question

logreg = LogisticRegression()

logreg.fit(X_train,y_train)

print(logreg.coef_ )
print(X.columns)

How can I zip the logreg.coef_ long with their column names? Thank you :)

Answer 1

Here is one way to do it:

# Create lists
column_labels = X.columns.tolist()
coef = logreg.coef_.squeeze().tolist()

# Zip together
labels_coef = list(zip(column_labels, coef))

# Verify the result
print(labels_coef)

Answer 2

Coefficients and features in zip

print(list(zip(X_train.columns.tolist(),logreg.coef_[0])))

Coefficients and features in DataFrame

pd.DataFrame({"Feature":X_train.columns.tolist(),"Coefficients":logreg.coef_[0]})