Table 2. Summary of validation set and results of classification algorithm.
GEO ID# | GSE8271 | GSE12090 | GSE7023 | GSE6344 | — | ||
Institution | V.A.I. | Cornell | V.A.I. | M.C. | N.C.I. | ||
Pubmed ID* | 18773095 | 17145811 | 17409424 | 17699851 | |||
Chip type | HG U133Plus2.0 | HG U133Plus2.0 | HG U133Plus2.0 | HG U133A | HG U133Plus2.0 | Total | Correct Classification (%) |
Clear Cell | — | — | — | 10 | 10 | 20 | 19/20 (95%) |
Papillary | — | — | 14 | — | — | 14 | 14/14 (100%) |
Chromophobe | 10 | 9 | — | — | — | 19 | 17/19 (90%) |
Oncocytoma | 10 | 9 | — | — | — | 19 | 18/19 (95%) |
Total | 20 | 18 | 14 | 10 | 10 | 72 | 68/72 (94%) |
*Publication associated with dataset.
V.A. – Van Andle Institute.
M.C. – Mayo Clinic, Jacksonville.
N.C.I. – National Cancer Institute.