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Decision Trees (+ k-fold Cross Validation) and Linear Regression (+ Gradient Descent)

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ML-Implementation-1

Decision Trees (+ k-fold Cross Validation) and Linear Regression (+ Gradient Descent)

  • please read “hw1_instructions” for the assignment instructions

  • please read “hw-jamwang” for my summary report of the assignment

  • “Solutions_Fill-In” is a quick overview of my results … all my results are accurate according to the teaching assistants’ auto-grader tool

  • “dtree_eval.py” and “linreg.py” are the actual scripts

  • “test_linreg_univariate” and “test_linreg_multivariate” are used to test the “dtree_eval.py” and “linreg.py” scripts

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Decision Trees (+ k-fold Cross Validation) and Linear Regression (+ Gradient Descent)

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