Lookup TablesBootstrap Sample C:

Question $3\mathrm{.}2$: assuming the random forest model you have created uses majority voting, what

prediction will it return for the following query? And explain why.

CORE$-$TEMP $=$ low, STABLE$-$TEMP$=$ true

Consider the following dataset of $10$ voters described by three features: Age, Income, and a

binary class, Vote. Use the one$-$hot$-$encoding technique to transform the dataset into a dataset

appropriate for machine learning models.

How to compare the performance of two classification models using confusion matrix?

What's the difference between training and test set? Which set, training or test set, would you

use to compare the performance of different models?

What is the major difference between simple linear models, ridge regression, lasso

regression, and elastic net models?

Why do we regularize machine learning models?

Key methods in ensemble learning, and their similarities and differences.