Package parsimony :: Module estimators :: Class RegressionEstimator

Class RegressionEstimator

   object --+    
            |    
BaseEstimator --+
                |
               RegressionEstimator

Known Subclasses:

Base estimator for regression estimation.

Parameters
----------
algorithm : ExplicitAlgorithm. The algorithm that will be applied.

start_vector : BaseStartVector. Generates the start vector that will be
        used.

Instance Methods

[hide private]

__init__(self, algorithm, start_vector=start_vectors.RandomStartVector())
x.__init__(...) initializes x; see help(type(x)) for signature

source code

fit(self, X, y)
Fit the estimator to the data.

source code

predict(self, X)
Perform prediction using the fitted parameters.

source code

score(self, X, y)
Return the score of the estimator.

source code

Inherited from BaseEstimator: get_info, get_params, parameters, set_params

Inherited from object: __delattr__, __format__, __getattribute__, __hash__, __new__, __reduce__, __reduce_ex__, __repr__, __setattr__, __sizeof__, __str__, __subclasshook__