[FEATURE] PCA-Principal Component Analysis

[shradiphylleia]

Is this a unique feature?

• I have checked "open" AND "closed" issues and this is not a duplicate

Is your feature request related to a problem/unavailable functionality? Please describe.

Feature Engineering would allow to better understand the attribute of the dataset.

• New features which improve the predictability could be derived
• Dimensionality reduction

Proposed Solution

Perfrom principal component analysis to support the model building efforts

Screenshots

No response

Do you want to work on this issue?

Yes

If "yes" to above, please explain how you would technically implement this (issue will not be assigned if this is skipped)

Perform descriptive analysis and standard PCA techniques to achieve the goal of the issue