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Breast Cancer Prediction Using Machine Learning

Ramya Challa

2022International Journal for Research in Applied Science and Engineering Technology13 citationsDOIOpen Access PDF

Abstract

Abstract: Breast cancer is one ofi the diseases which cause number ofi deaths ever year across the globe, early detection and diagnosis ofi such type ofi disease is a challenging task ini orderi to reduce the numberi ofi deaths. Now a days various techniques ofi machinei learning and data miningi are used for medical diagnosis which has proven there metal by which prediction can be done for the chronic diseases like canceri which can save the life’s ofi the patients suffering from such type ofi disease. The major concern ofi this study is to findi the prediction accuracy ofi the classification algorithms like Support Vector Machine, J48, Naïve Bayes and Randomi Forest and to suggest the best algorithm.

Topics & Concepts

Support vector machineC4.5 algorithmBreast cancerNaive Bayes classifierMachine learningMedicineComputer scienceCancerArtificial intelligenceInternal medicineAI in cancer detectionArtificial Intelligence in Healthcare
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