b$.$ Build model using Logistic model and decision tree $[4$ M$]$

i$.$ Tune hyperparameters $($e$.$g$.,$ number of trees, maximum depth$)$ using cross$-$

validation. Justify your answer.

Performance Evaluation $[2$M$]$

a$.$ Compare the performance of the Logistic Regression and Decision Tree models

using appropriate evaluation metrics.

b$.$ Provide insights into which model performs better and why. Answer without

justification will not be awarded marks.