cancer_classify_logistic

cancer_classify_logistic, a scikit-learn code which uses logistic regression on the breast cancer dataset, investigating the influence of the C parameter.

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

• cancer_classify_logistic_l2.png, shows the coefficients learned for C = 0.001, 1.0 and 1000.