Table 5 Table 5
From: CMA – a comprehensive Bioconductor package for supervised classification with high dimensional data
misclassification | brier.score | average.probability | |
|---|---|---|---|
DLDA | 0.06807692 | 0.13420913 | 0.9310332 |
LDA | 0.04269231 | 0.07254283 | 0.9556106 |
QDA | 0.24000000 | 0.34247861 | 0.7362778 |
scDA | 0.01910256 | 0.03264544 | 0.9754012 |
pls_lda | 0.01743590 | 0.02608426 | 0.9819003 |
svm | 0.06076923 | 0.12077855 | 0.7872984 |
svm2 | 0.04461538 | 0.10296755 | 0.8014135 |