cancer_classify_knn

cancer_classify_knn, a scikit-learn code which uses the k-nearest neighbor algorithm on the breast cancer dataset, comparing the training and testing accuracy as the number of neighbors is increased.

Licensing:

The computer code and data files described and made available on this web page are distributed under the MIT license

Related Data and Programs:

Reference:

• Andreas Mueller, Sarah Guido,
  Introduction to Machine Learning with Python,
  OReilly, 2017,
  ISBN: 978-1-449-36941-5

Source Code:

• cancer_classify_knn.py, the source code.
• cancer_classify_knn.sh, runs the script.
• cancer_classify_knn.txt, the output file.

• cancer_classify_knn.png, shows the training and testing accuracy when using between 1 and 10 neighbors.