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Showing posts with the label Pipeline

How To Include Normalization Of Features In Keras Regression Model?

I have a data for a regression task. The independent features(X_train) are scaled with a standard s… Read more How To Include Normalization Of Features In Keras Regression Model?

Keyerror: "none Of [index([('a','b','c')] , Dtype='object')] Are In The [columns]

I defined my X and y as follows: X=df[text_columns + categorical_columns + textual_columns + numeri… Read more Keyerror: "none Of [index([('a','b','c')] , Dtype='object')] Are In The [columns]

Luigi: How To Pass Different Arguments To Leaf Tasks?

This is my second attempt at understanding how to pass arguments to dependencies in Luigi. The firs… Read more Luigi: How To Pass Different Arguments To Leaf Tasks?

How Do I Get Feature Importances For Decision Tree Pipeline That Has Preprocessing And Classification Steps?

I'm trying to fit Decision Tree model on UCI Adult dataset. I built the following pipeline to d… Read more How Do I Get Feature Importances For Decision Tree Pipeline That Has Preprocessing And Classification Steps?

Sklearn "pipeline Instance Is Not Fitted Yet." Error, Even Though It Is

A similar question is already asked, but the answer did not help me solve my problem: Sklearn compo… Read more Sklearn "pipeline Instance Is Not Fitted Yet." Error, Even Though It Is

Use Pipeline With Custom Transformer In Scikit Learn

I tried to transform the column 'X' using values in column 'y' (this is a toy examp… Read more Use Pipeline With Custom Transformer In Scikit Learn