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Binary_Classifier

This repository contains code for the journal https://doi.org/10.24203/ajas.v8i6.6386. We have designed a variation of K Nearest Neighbours which optimizes value of K neighbours based on entropy. The algorithm combined with feature processing achieved an accuracy of 98.83, beating the previous high score on UCI Wisconsin breast cancer data which was 98.61.

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