validate

LinearRegression.validate(params=None)

Checks both the types and the values of all instance variables and raises an exception if something is off.

Args:

params (dict, optional): A dictionary containing

the parameters to validate. If not is passed, the own parameters will be validated.

Examples:

l = getml.predictors.LinearRegression()
l.learning_rate = 8.1
l.validate()

Note:

This method is called at end of the __init__ constructor and every time before the predictor - or a class holding it as an instance variable - is send to the getML engine.