In general, the supervised learning is used to create a classifier which is usually using a learning algorithm such as support vector machine (SVM) by labeled training data, then it is possible to identify the label of the test data using this classifier.
as a result, we define the new value v new of the feature as follows: if v new is a negative number after minus 1, v new = 0.