In this assignment, you will solve a real$-$world data mining problem. This assignment requires you to understand the theory, conduct some research into the data mining problem to solve, and use the skills that you should have developed through completing practical exercises to perform various data mining tasks.

$2$ Problem Description

In this assignment, you will perform predictive analytics. You are given four data files:

$$ A training file $$ contains the dataset to be used for training purposes

$$ Two test files $$ each file contains the samples to be used as test sets to evaluate the performance of your classifier,

$$ A feature file $$ contains a brief description of each feature in the training set.

The training data shows key details from bal and multiple $($seven$)$ malicious activities. The problem is to determine the type of activity that has taken place $($normal or a specific attack$).$ In summary, your tasks is as follows: