Version 0.1¶
Changelog¶
Adds number of existing fuzzy rough set algorithms.
New algorithms¶
FRFS
FRONEC
FROVOCO
FRPS
API changes¶
neighbours.FRNNClassifier replaced by neighbours.FRNN.
Classifiers give confidence scores; absolute class predictions can be obtained with utility functions.
Classifiers follow construct/query pattern; scikit-learn fit/predict pattern can be obtained with utility class.
neighbours.owa_operators moved to utils.owa_operators.
utils.OWAOperator no longer initialised with fixed k, has to be passed to method calls instead.
utils.OWAOperator method calls and functions in utils.np_utils now accept fractional and None k.