Three machine learning classifiers were analyzed to predict if a patient required a stent or not. The data was obtained from a study published by Kim et al: https://link.springer.com/chapter/10.1007%2F978-3-030-01364-6_9
file descriptions:
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stent_nostent.pdf - report writeup
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kaggleHW05_ANN.ipynb - neural network analysis
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kaggleHW05_pca.ipynb - PCA and SVM analysis
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hw05_kaggle_adaboost.ipynb - adaboost decision tree analysis
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hw05_kaggle_EDA.ipynb - exploratory data analysis