You will provide the solution in Python the report will include each section of your code and your output as well as your explanations related to the pieces of code and output you will be providing. Your explanations should be detailed

Apply the following on a numerical dataset:

Classification on the dataset with SVM and KNN$.$ Display confusion matrix.

Replace some values in the dataset with NaN. Display the result of replacement.

Replace the NaN values you obtained in step $2$ with mean of the corresponding column.

Display the result of replacement.

Classification on the dataset you obtained in Step $3$ with SVM and KNN$.$ Display

confusion matrix.