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Try logistic, linear, SVM, K-Nearest Neighbour and a NN to predict if a cell has got cancer or not

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Breast Cancer Classification Problem - Machine Learning

This python code shows how to predict if a cell is benign or malignant. The data set can be found at https://archive.ics.uci.edu/ml/datasets/breast+cancer+wisconsin+(original)

Five methods are used to predict a binary classification:

  • Linear regression
  • Binary logistic regression
  • Support vector machine
  • K nearest neighbours
  • Neural network

Library used:

  • matplotlib
  • Pandas
  • tensorflow
  • seaborn
  • numpy
  • sklearn

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Try logistic, linear, SVM, K-Nearest Neighbour and a NN to predict if a cell has got cancer or not

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