Train a baseline model:

a$)$ Import the dataset and load the data

b$)$ Train test split

c$)$ Train a Random Forest Classifier

d$)$ Predict the test set and calculate the confusion matrix and classification report.

Train a better model with data imbalanced solved:

e$)$ Use SMOTE on the train set to balance the dataset

f$)$ Train another Random Forest Classifier

g$)$ Predict the test set and calculate the confusion matrix and classification report.