Table 2 Image set classification results of BIOCAT
Image set | Literature accuracy (%) | BIOCAT accuracy (%) | BIOCAT variance | BIOCAT number of features per image |
|---|---|---|---|---|
K1502D | - | 100 | - | 40 |
K1503D | - | 100 | 0.0 | 500 |
CHO | 93 | 93.1 | 0.12 | 7 |
Binucleate | 100 | 100 | 0.0 | 40 |
LiverGenderCR | 99 | 99.0 | 0.002 | 40 |
LiverGenderAL | 69 | 91.7 | 0.65 | 100 |
MuscleAge | 53 | 89.6 | 0.10 | 100 |
Pollen | 97 | 87.5 | 1.15 | 40 |
Hela | 84 | 68.3 | 0.15 | 40 |
Termbulb | 49 | 51.1 | 0.31 | 21 |
Lymphoma | 85 | 70.9 | 0.07 | 22 |
LiverAging | 51 | 73.8 | 0.81 | 14 |
RNAi | 82 | 55.0 | 0.08 | 40 |