Table 7 Average classification time and accuracy on all datasets
From: A multilevel features selection framework for skin lesion classification
Dataset | Average classification time (s) | Average accuracy | ||
|---|---|---|---|---|
Entropy-controlled | Simple fusion | Entropy-controlled | Simple fusion | |
PH\(^2\) | 0.60 | 36 | 98.80 | 83.20 |
ISIC-MSK | 0.73 | 43 | 99.20 | 74.40 |
ISIC-UDA | 1.62 | 96 | 97.10 | 76.50 |
ISBI-2017 | 7.59 | 455 | 95.90 | 76.10 |