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Journal of Physics Conference Series • Vol 1372 • No 1
Classification of Benign and Malignant Breast Cancer using Supervised Machine Learning Algorithms Based on Image and Numeric Datasets
November 2019 • Ratula Ray, Azian Azamimi Abdullah, Debasish Kumar Mallick, Satya Ranjan Dash
Abstract Breast cancer has been identified as the second leading cause of death among women worldwide after lung cancer and hence, it becomes extremely crucial to identify it at an early stage, which can considerably increase the chances of survival. The most important part in cancer detection is to be able to differentiate between benign and malignant tumors and this is where the work of Machine Learning comes in. Taking all the dependent features upon consideration, Supervised Machine Learning methods allow for …
Machine Learning
Artificial Intelligence
Decision Tree
Random Forest
Computer Science
Breast Cancer
Cancer
Decision Tree Learning
Support Vector Machine
Medicine
Internal Medicine