Table 5 Model performance on the test set. MCC: Matthews Correlation Coefficient; Acc: accuracy; \(F_1\): \(F_1\)-score; \(\mu\) mean of the metric over \(10^{5}\) bootstrap resampling; \(\rho\) radius of the corresponding 5%-95% CI
From: Endoscopy-based IBD identification by a quantized deep learning pipeline
Category | MCC | Acc | \(F_1\) | |||
|---|---|---|---|---|---|---|
\(\mu\) | \(\rho\) | \(\mu\) | \(\rho\) | \(\mu\) | \(\rho\) | |
per-patient | 0.90 | \(5\cdot 10^{-4}\) | 0.95 | \(2\cdot 10^{-4}\) | 0.96 | \(2\cdot 10^{-4}\) |
per-image | 0.84 | \(2\cdot 10^{-4}\) | 0.94 | \(10^{-4}\) | 0.94 | \(7\cdot 10^{-5}\) |