Version 0.1¶
Changelog¶
Adds number of existing fuzzy rough set algorithms.
New algorithms¶
neighbours.FRFS
neighbours.FRONEC
neighbours.FROVOCO
neighbours.FRPS
API changes¶
neighbours.FRNNClassifier
replaced byneighbours.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 toutils.owa_operators
.utils.OWAOperator
no longer initialised with fixed k, has to be passed to method calls instead.utils.OWAOperator
method calls and functions inutils.np_utils
now accept fractional and None k.