search

jobliz / montante

A python3 machine learning helper.
0 stars 0 forks source link

Implement preProcessing under caret model training. #2

Open jobliz opened 6 years ago

jobliz commented 6 years ago

Create functions for using the caret preProcessing function. The output can be tested with the outputs shown in:

https://machinelearningmastery.com/pre-process-your-dataset-in-r/

For doing this it would also be necessary to be able to extract data from the output of the summary() R function into python objects.

jobliz commented 6 years ago

Addendum: Using caret's preProcess in a Dict payload should work as similarly as possible to using sklearn's preprocess when implementing the sklearn backend. http://scikit-learn.org/stable/modules/preprocessing.html#scaling-features-to-a-range

jobliz commented 6 years ago

Work started and merged from #3