Ensemble Feature Request

[AviralVijay-GSLab]

machine_learn function uses tune_models or flash_models function for model training but it does not use the ignored variable in model training. these ignored variable may have some vital information in healthcare context as patient last travel destination could not say directly about the health but it may have some insight for the disease on that Geographic region in health context of individual, such information may not have direct co-relation with dependent variable but consist vital information.

Feature Requests

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There is a need of Hybrid model ensemble where AI Model have all the information of Primary model with strong predictors and also consist knowledge of weak predictor for the specific context where needed.
@michaellevy

Please find the attached html file for the evidence based approach for the above feature request.

Feature_Request.pdf