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breast-cancer-diagnosis's Introduction

Simply run main.py 

The program will automatically pull the dataset from the internet.

Additionally, nine different figures of histograms for data columns A2-A10 will be visualized a pdf of all graphs will be saved as histograms.pdf.

PDFs of the new dataframe and histograms are included in this folder.

The program will print the final recalculated average of mu_2 and mu_4 and print the dataframe containing ID, actual label, and predicted label are given for every patient and filed into a csv file.

Results.pdf contains one set of results running the program with proper initialization.

Phase 3 results.pdf show an example of error rates with proper initialization of the algorithm.

breast-cancer-diagnosis's People

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