a method of assigning a new sample a class label that is most frequently represented among it’s k nearest neighbors

a method of assigning a new sample a class label that is the average of labels of it’s k nearest neighbors

a method of assigning a new sample a class label that is represented by more than 50% of it’s k nearest neighbors