ram_regression_decision

ram_regression_decision, a scikit-learn code which uses a decision tree algorithm to perform regression on the RAM price dataset.

The decision tree algorithm does a very poor predicition job, compared to a linear regression approach.

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:

ram_regression_linear, a scikit-learn code which uses a linear regression algorithm to perform regression on the RAM price dataset.

Reference:

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

Source Code:

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

• ram_price.csv
• ram_data.png
• ram_prediction.png