Name		Name	Last commit message	Last commit date
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.gitignore		.gitignore
AlgoResults.csv		AlgoResults.csv
AlgoTimeResults.csv		AlgoTimeResults.csv
AlgorithmComparison1.ipynb		AlgorithmComparison1.ipynb
AlgorithmComparison2.ipynb		AlgorithmComparison2.ipynb
AlgorithmComparison3.ipynb		AlgorithmComparison3.ipynb
README.md		README.md
StratAlgoResults.csv		StratAlgoResults.csv
StratAlgoTimeResults.csv		StratAlgoTimeResults.csv
TunedAlgoResults.csv		TunedAlgoResults.csv
TunedAlgoTimeResults.csv		TunedAlgoTimeResults.csv

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AlgorithmComparison

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Comparison of the state-of-the-art ensemble trees algorithms (CatBoost, LightGBM, XGBoost, GBM & AdaBoost), with and without bayesian hyperparameters optimizations in nine datasets.

xgboost lightgbm adaboost bayesian-optimization gradient-boosting catboost

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