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mdepasquale21/ml-classification-exercise-2

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ml-classification-exercise-2

Another repository for trying out machine learning algorithms for classification. This is an exercise repository. Script 0 analyses the dataset, and has been used for oversampling and undersampling the data creating new csv files when I tried to improve performances. That's why there's that ugly commented code in the file. Script 1 is for trying the different algorithms one at a time, while script 2 is to try kfold cross validation before classification (one algorithm at a time). Script 3 generates learning curves for all algorithms and script 4 performs kfold cross validation and classification for all algorithms (those two might be slow on a laptop).