Twitter डेटा के साथ मॉडलों को रेग्युलराइज़ करना

# Build a logistic regression with regularizarion parameter of 100
log_reg1 = ____.____
# Build a logistic regression with regularizarion parameter of 0.1
log_reg2 = ____.____

# Predict the labels for each model
y_predict1 = log_reg1.predict(X_test)
y_predict2 = log_reg2.predict(X_test)

# Print performance metrics for each model
print('Accuracy of model 1: ', ____(____, ____))
print('Accuracy of model 2: ', ____(___, ____))
print('Confusion matrix of model 1: \n' , ____(____, ____)/len(y_test))
print('Confusion matrix of model 2: \n', ____(____, ____)/len(y_test))