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ML_Ensambles_Project

dependencies:

  1. rotation-forest
  2. scikit-posthocs

instructions:

ML_ass4.ipynb runs the project. The first two frames are for running from Google Colab using Google Drive.

If you run from Colab: Make sure to follow the hierarchies in the second frame, and set is_colab to True. You will have to put the Zip files containing the gcforest, grboost(and ogboost), and the datasets (including the meta-features dataset) in the correct hierarchy in your Google Drive.

If you are running from your pc: Set is_colab to False. Extract the zip fies into the same folder as ML_ass4.ipynb. Make sure the meta-features dataset is also in the same folder.

acknowledgments:

Greedy Boost code is taken from https://github.com/deshanadesai/GreedyBoost.

GCForest code is taken from https://github.com/kingfengji/gcForest.

They were modified slightly by us.