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Breast-cancer-prediagnosis

Few scripts for prediagnosis on Breast Cancer Wisconsin Dataset using fuzzy logic, FURIA and machine learning.

Dataset mirrors:

Official
Kaggle

Fuzzy logic

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Based on article: Fuzzy method for pre-diagnosis of breast cancer from the Fine Needle Aspirate analysis by Gláucia RMA Sizilio,Cicília RM Leite,2 Ana MG Guerreiro and Adrião D Dória Neto

Undefined proportions: 0.887522
F2.0: 0.951743

FURIA from WEKA package

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F2.0: 0.96659

AdaBoost

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F2.0: 0.983179