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[ENHANCEMENT] TimeSeriesPredictor doesnot support "ignored_columns" similar to Tabular Predictor

Open dshetyo opened this issue 3 years ago • 2 comments

Tabluar predictor takes ignored_columns as input, but TimeSeriesPredictor doesnot. It will be helpful to have support for TimeSeriesPredictor too

dshetyo avatar Apr 16 '23 19:04 dshetyo

I think the easier option is just to drop them from the training data when calling fit, not sure if we need to extend the API for this

predictor.fit(train_data.drop(ignored_columns, axis=1))

shchur avatar Apr 17 '23 17:04 shchur

I will be nice to have those ignored columns in train data and not drop them. Tabular predictor support its. Api should be uniform across different predictors if possible

dshetyo avatar Apr 18 '23 08:04 dshetyo