Unable to Use The K-Fold Validation Sklearn Python
Based on the answer here, Since you are doing a classification task, you should be using the metric R-squared (co-effecient of determination) instead of accuracy score (accuracy score is used for classification purposes). You should use something like score for evaluation because your task is regression.