Table 3 The detailed predictions on the Lung Carcinomas dataset. Lung Carcinomas dataset: LOOCV result of the Disc-GS-KNN classifier by setting 160 gene clusters to select 80 genes. 197 out of the 203 predictions were correct (in bold).
From: Selecting dissimilar genes for multi-class classification, an application in cancer subtyping
# Samples | A | SQ | P | SM | N | |
|---|---|---|---|---|---|---|
Adenocarcinomas (A) | 139 | 137 | 1 | Â | Â | 1 |
Squamous cell lung carcinomas (SQ) | 21 | 3 | 18 | Â | Â | Â |
Pulmonary carcinoids (P) | 20 | Â | Â | 20 | Â | Â |
Small-cell lung carcinomas (SM) | 6 | Â | Â | Â | 6 | Â |
Normal (N) | 17 | 1 | Â | Â | Â | 16 |