Machine Learning

Apply the machine learning classifier to the selected features.

We have explored the data and different methods of feature selection. Now, we are going to train our SVM classifier.


We have identified the top 10 features in the feature selection using three different statistical measures. However, we’ll use all real-valued features to train our machine learning model. We have already separated the features and targets into variables with the same names. Instead of typical X and y, we can use them here. Let’s perform the train test split first.

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