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Commits on Feb 7, 2021

• Merge pull request #1 from cgiannotta/main

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  744592f

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• added PCA files

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  cb1cbcc

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• edited writing, cleaned code

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Commits on Jan 26, 2021

• started to clean code, use numpy vs. loops

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Commits on Jan 8, 2021

• wrote conclusion

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Commits on Nov 27, 2020

• made train-test split dynamic, cleaned code, added dataset description

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Commits on Nov 26, 2020

• edited writing, added test for 1 DT, plot testing accuracy vs. max_depth

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Commits on Nov 25, 2020

• image files

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• split data train test, tested rf predict, added images

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Commits on Nov 23, 2020

• broke code into smaller chunks, added & edited explanations

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• added new loan data

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• reorganized code, tried with loan sample, write about utility functions, added predict method for RF

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Commits on Nov 17, 2020

• wrote initial summary, removed datasets instance var, started cleaning code

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Commits on Nov 16, 2020

• tested on full dataset, added timing calcs

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Commits on Nov 15, 2020

• added dataset and oob instance vars, oob_acc_calc method, fixed bootstrap sampling error

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Commits on Oct 4, 2020

• made RandomForest class, tested grow_forest function

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Commits on Oct 1, 2020

• started coding rf class, build_forest method

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Commits on Sep 29, 2020

• added function to make bootstrap dataset

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Commits on Sep 21, 2020

• added medium size test data

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  ce3dd59

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• created DecisionTree class, fixed bug in best_split, tested accuracy

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Commits on Sep 14, 2020

• added predict and accuracy functions

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Commits on Sep 13, 2020

• fixed best_split, wrote build_tree and main functions

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Commits on Sep 12, 2020

• updated data load, functions to take X, y values

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Commits on Sep 7, 2020

• added functions for info gain and best split

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Commits on Sep 6, 2020

• added function to calc entropy of split

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Commits on Sep 4, 2020

• added pretend function to build decision tree

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• added data files

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  7676d2a

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• outlined steps for implementation

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