Important Neighbors: A Novel Approach to Binary Classification in High Dimensional Data

Table 3

Accuracy of different classifiers on benchmark data sets.

Data set		Train	Test	RF	SVM	KNN	KIN
Connectionist bench	60	104	104	78.7	74.4	71.5	74.0
Ozone	72	102	410	80.6	79.5	72.4	75.4
Prostate cancer	600	70	34	69.1	75.2	66.0	72.3
Colon cancer	2000	32	32	65.7	77.9	62.5	74.3
Liver transplant	39	102	578	88.7	85.7	88.6	89.1