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Gaetano #6

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wants to merge 31 commits into from
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Gaetano #6

wants to merge 31 commits into from

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gaetanoantonicchio
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- started datapreparating & cleaning;
- filtered tracks.csv (only relevant cols were kept)
Added features description + some general fix
- Prepared dataset for genres;
- Grouped genre derivatives into parent genres;
- Created visualisation in plotly
Prepared Echonest dataset.
Visualization for genres and echonest features.
Normalized data and prepared dataset for classification task
Added  graphs for tracks.csv; started preparing dataset for artist identification task;
moved Data Preprocessing & EDA into folder
- parameter tuning through cv
- avg accuracy over 10 repeated cv
ROC curves for KNN and Decision Tree (to compare them)
- did grid search and build decision tree classifier
@gaetanoantonicchio gaetanoantonicchio added documentation Improvements or additions to documentation enhancement New feature or request labels Mar 1, 2021
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