I am using the incident table on servicenow to use as training dataset for predictive intelligence. The model seems to be having issues predicting some categories based on incident table dataset as the records in the training dataset are not balanced. Is there any way to balance the dataset records for each category type before training the ml model with predictive intelligence?
