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shankarpandala / lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
MIT License
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LinearRegressor producing same value for all test data predictions. #304

Open wolfiex opened 3 years ago

wolfiex commented 3 years ago

Describe the bug LazyRegressor output (prediction) array produces a single near-constant value for all items within a model. This does not begin to describe the data. Data input is (very loosely) sinusoidal in shape. This occurs with both real and standardized values.

To Reproduce Steps to reproduce the behaviour: following the regression example within the documentation

Expected behaviour Different values within the prediction data frame should not all have the same prediction value.

Desktop (please complete the following information):

shankarpandala commented 3 years ago

@wolfiex This is strange. Can you try with a different dataset and let me know if this issue occur?

brendalf commented 3 years ago

Any updates, @wolfiex ?

wolfiex commented 3 years ago

Not yet, gotten around to it. Data collection of another dataset takes time.