EqualVoteBox 1.0.0

A medical transparency library for revealing internal split votes in Random Forest models

This project name is EqualVoteBox it is a decision tree used for making ML model for medical purposes.

Problem:- In RandomForest the majority voting is taken into consideration . But, if there is any patient who needs drug B not drug A to which majority voting is done. But, still ML model predicts drug A.

Solution:- To this problem a solution is made by me Aksheita Dholakia on 14th March 2026. That, the model will give all the votes equal consideration. Thus, named EqualVoteBox and even help to see the feature of consideration for the vote. Which, helps doctors decide according to which features which drug to predict