Table 3.
Description of the data sets: xCV means a x fold cross-validation; Tr-Te means that training and test set are split by the authors of that data set.
| Short Name | Full Name | #Classes | #Samples | Protocol | Image Type |
|---|---|---|---|---|---|
| CH | CHO | 5 | 327 | 5CV | hamster ovary cells |
| HE | 2D HeLa | 10 | 862 | 5CV | subcellular location |
| RN | RNAi data set | 200 | 5CV | fly cells | |
| MA | Muscle aging | 4 | 237 | 5CV | muscles |
| TB | Terminal Bulb Aging | 7 | 970 | 5CV | terminal bulbs |
| LY | Lymphoma | 3 | 375 | 5CV | malignant lymphoma |
| LG | Liver Gender | 2 | 265 | 5CV | liver tissue |
| LA | Liver Aging | 4 | 529 | 5CV | liver tissue |
| CO | Colorectal Cancer | 8 | 5000 | 10CV | histological images |
| BGR | Breast grading carcinoma | 3 | 300 | 5CV | histological images |
| LAR | Laryngeal data set | 4 | 1320 | Tr-Te | laryngeal tissues |
| HP | Immunohistochemistry images from the human protein atlas | 7 | 353 | Tr-Te | reproductive tissues |
| RT | 2D 3T3 Randomly CD-Tagged Cell Clones | 10 | 304 | 10CV | CD-tagged cell clones |
| LO | Locate Endogenous | 10 | 502 | 5CV | subcellular location |
| TR | Locate Transfected | 11 | 553 | 5CV | subcellular location |