logistic_regression

logistic_regression, scikit-learn programs which use logistic regression to classify data.

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:

Source Code:

gold classifies gold coins by weight, as real or counterfeit.

• gold.py, the scikit-learn script.
• gold_data.txt, a text file of gold coin weights, and counterfeit(0) or real(1).
• gold.sh, runs the script.
• gold.txt, the output file.
• gold.png, a plot created by the script.

six_points classifies an artificial set of six data values.

• six_points.py, the scikit-learn script.
• six_points.sh, runs the script.
• six_points.txt, the output file.
• six_points.png, a plot created by the script.

study classifies student outcomes based on the number of hours of study.

• study.py, the scikit-learn script.
• study.sh, runs the script.
• study.txt, the output file.
• study.png, a plot created by the script.