Data Science Asked on August 12, 2020
I want to create pipeline which will inverse transform the y variable after model prediction
I have 3 pickle files:
I imported it to python and now I want create pipeline using this file where input data will get scalar transformed by Xsclr parameter—-> then model prediction will happen and then output of model will get inverse transformed using Y sclr object parameter
The implementation would look like
from sklearn.pipeline import Pipeline
pipe = Pipeline(steps=[(StandardScaler(), Xsclr),
(SVR(), model),
(InverseTransformer(), Ysclr)]
)
I actually I wants to convert this pipeline to ONNX format… Afterwords.
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