Bug - AutoML - Wrong final hyper parameters

[mail4umar]

What is the requested change?

When using AutoML, the final best_model does not appear to have the right parameters. It has some extra.

For example:

from verticapy.machine_learning.vertica.automl import AutoML
auto_ml = AutoML(......)
auto_ml.fit()
best_model = auto_model.best_model_
bm_type = best_model._model_type
hyperparams = best_model.get_params()

print(bm_type)
print(hyperparams)

The output is:

LinearRegression
{'tol': 1e-06, 'C': 1.0, 'max_iter': 100, 'solver': 'newton', 'fit_intercept': True, 'l1_ratio': 1}

In the above, C and l1ratio are not parameters for LinearRegression