Set random state of base estimator as well
Use MAD as default residual threshold
Use np.logical_not rather than tilde
Extend RANSAC example with comparison to BaggingRegressor
PEP8 indentation fix
Remove double-space
Add more detailed description for score method
Improve description of base_estimator parameter
Add tests for more types of sparse matrices
Derive Ransac also from MetaEstimatorMixin
Document use cases of is_*_valid functions
Improve and document n_trials_ attribute
Fix parameter description of X and y
Change naming scheme of variables for consistency
Fix return value description of predict
Fix y paramter description of score
Change linear_model access and call explicitly with kwargs
Remove bagged regressor
Add missing parameter of score method
Unwrap lines