Implementation of Randrom Forest

[Samyssmile]

Goal

We currently lack an implementation for the Random Forest algorithm. This algorithm is a fundamental component of modern machine learning techniques and has been in demand by many users. The objective of this ticket is to implement the Random Forest algorithm in Java for our ML Library.

https://en.wikipedia.org/wiki/Random_forest

Acceptance Criteria:

• - The Random Forest algorithm must be implemented in pure Java without any external dependencies.
• - The algorithm should support both classification and regression functionalities.
• - The algorithm must be compatible with our existing data structures.
• - Unit tests must ensure the correct operation of the algorithm.
• - The implementation needs to be performant and scalable, capable of handling larger datasets effectively.