AttributeSelectedClassifier: === Attribute Selection on all input data === Search Method: Best first. Start set: no attributes Search direction: forward Stale search after 5 node expansions Total number of subsets evaluated: 57 Merit of best subset found: 0.052 Attribute Subset Evaluator (supervised, Class (nominal): 14 binaryClass): CFS Subset Evaluator Including locally predictive attributes Selected attributes: 2,13 : 2 SEX BETAPLASMA Header of reduced data: @relation 'plasma_retinol-weka.filters.unsupervised.attribute.Remove-V-R2,13-14' @attribute SEX {Female,Male} @attribute BETAPLASMA numeric @attribute binaryClass {P,N} @data Classifier Model Sigmoid Node 0 Inputs Weights Threshold 0.06422177246297311 Node 2 3.1761858621434897 Sigmoid Node 1 Inputs Weights Threshold -0.06422177246297331 Node 2 -3.176185862143489 Sigmoid Node 2 Inputs Weights Threshold -11.630048175011503 Attrib SEX=Male -0.6640444920322698 Attrib BETAPLASMA -10.778664313377048 Class P Input Node 0 Class N Input Node 1