Testing model trained on Standardized/Scaled data

by Marc88   Last Updated October 16, 2018 19:19 PM

I have a dataset that was passed to a StandardScaler before being passed into a classification model for training. StandardScaler was also applied to the test data for Model validation. But, the problem comes when I have to make real world predictions with this model since, the data on which the prediction is to be made won't be scaled or standardized. How to go about using such a model to make predictions on real world data?



Related Questions


Scaling factor in R?

Updated April 15, 2015 20:08 PM

Standardization and prediction on new data

Updated May 24, 2016 08:08 AM


Using machine learning models in an explanatory way

Updated November 16, 2017 10:19 AM