DS31032023 - ML Assignment 4

[divanji.anant]

Hello Learners,

The dataset for the assignment can be download from the following link: Dataset Link

1. Create a Numerical pipeline for preprocessing all the numerical variables present in the data.
2. Create a Categorical pipeline for preprocessing all the categorical variables in the data.
3. Perform 10 Fold Cross Validation on the data
4. Determine whether Linear Regression or KNeighborsRegressor suits better on the data.
5. Apply 10 Fold Cross Validation and find out the best accuracy using Logistic Regression Algorithm
6. Apply 10 Fold Cross Validation and find out the best accuracy using K Neighbors Classification Algorithm.

[athira28m]

Link for the answers given below:

• https://github.com/athira28m/Machine-Learning/blob/main/Assg-Community/ML%20-%20Assignment%204.ipynb