110648: Cross-validation cannot use oversampled features from Prepare Data for Prediction as original input.

Description

Cross-validation cannot be applied to training data that was oversampled because oversampling adds synthetic data to the original dataset.

Solution

Ensure that the original training input is not oversampled in the Prepare Data for Predictions tool.