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. Author manuscript; available in PMC: 2017 Apr 4.
Published in final edited form as: Stat (Int Stat Inst). 2016 Apr 4;5(1):119–131. doi: 10.1002/sta4.110

Table 5.

Classification error rates and standard errors (in parentheses) for vertebral column and forensic glass data sets.

Procedure Vertebral Column Forensic Glass
Test Error Rate Rank Test Error Rate Rank
MPBART 0.1466 (0.0324) 1 0.2946 (0.0182) 2
RF 0.1645 (0.0265) 4 0.2056 (0.0089) 1
CART 0.1839 (0.0160) 8 0.3272 (0.0356) 5
SVML 0.1484 (0.0285) 2 0.3741 (0.0294) 8
SVMR 0.1742 (0.0216) 6 0.3086 (0.0222) 4
LDA 0.1968 (0.0335) 0 0.3833 (0.0145) 9
QDA 0.1548 (0.0254) 3 NA NA
NNET 0.2161 (0.0259) 10 0.3740 (0.0172) 7
MNL 0.6129 (0.0304) 11 0.3834 (0.0269) 10
KNN 0.1806 (0.0334) 7 0.3506 (0.0316) 6
OvA-BART 0.1645 (0.0282) 5 0.3083 (0.0196) 3