Table 1 Predictive performance of shape-based features
From: Histological image classification using biologically interpretable shape-based features
Endpoint | Inner CV accuracy | External CV accuracy |
|---|---|---|
DAG | N/A | 0.77 ± 0.03 |
CH vs. CC | 0.83 ± 0.03 | 0.83 ± 0.05 |
CH vs. ON | 0.83 ± 0.02 | 0.84 ± 0.04 |
CH vs. PA | 0.97 ± 0.01 | 0.96 ± 0.02 |
CC vs. ON | 0.90 ± 0.02 | 0.90 ± 0.07 |
CC vs. PA | 0.96 ± 0.01 | 0.95 ± 0.04 |
ON vs. PA | 0.94 ± 0.01 | 0.93 ± 0.04 |