How do i resolve a situation in machine learning where one class in a training data set has few instances ?

I have a dataset to use for training machine learning models.There are 4 classes in the data. Class A has 645 instances, Class B, C and D have 287 , 9 and 3 instances respectively. For the test...

13 February 2018 6,437 6 View