Random forest

[bdiptesh]

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Random forest module

Describe the solution you'd like
Random forest module for both classification and regression. Determine optimal hyperparameters

Methods:

1. Classification
2. Regression

Expected input

df: pandas.DataFrame
y_var: List[str]
x_var: List[str]
method: Union[str]
param: Dict

Expected API

fit
predict

Acceptance criteria

• Integration tests

Tasks

• Define integration tests
• First pass implementation of random forest
• Modular implementation