Updating code to be compatible with scikit-learn#1
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In this PR, we update the code to be compatible with the most recent version of scikit-learn.
Changed base_estimator to estimator and throwing deprecation warning per PR # 33.
_validate_data no longer in BaseEstimator class so changed to import from sklearn.validation
Changed optional argument from force_all_finite to esnure_all_finite.