Table 2 Accuracy of classifiers.
From: Coloring in the world of others: color use in visual orientalism, 1890–1920
Data | N colors | N buckets | Accuracy | F1 score |
---|---|---|---|---|
Autochrome vs Photochrome | 8 | 64 | 0.92 | 0.92 |
Autochrome vs Photochrome | 8 | 216 | 0.93 | 0.93 |
Autochrome vs Photochrome | 8 | 512 | 0.93 | 0.93 |
Autochrome vs Photochrome | 16 | 64 | 0.94 | 0.94 |
Autochrome vs Photochrome | 16 | 216 | 0.94 | 0.95 |
Autochrome vs Photochrome | 16 | 512 | 0.95 | 0.95 |
Orient vs Occident in Autochrome | 8 | 64 | 0.62 | 0.62 |
Orient vs Occident in Autochrome | 8 | 216 | 0.63 | 0.63 |
Orient vs Occident in Autochrome | 8 | 512 | 0.64 | 0.64 |
Orient vs Occident in Autochrome | 16 | 64 | 0.65 | 0.64 |
Orient vs Occident in Autochrome | 16 | 216 | 0.67 | 0.67 |
Orient vs Occident in Autochrome | 16 | 512 | 0.68 | 0.67 |
Orient vs Occident in Photochrome | 8 | 64 | 0.84 | 0.85 |
Orient vs Occident in Photochrome | 8 | 216 | 0.88 | 0.90 |
Orient vs Occident in Photochrome | 8 | 512 | 0.84 | 0.87 |
Orient vs Occident in Photochrome | 16 | 64 | 0.90 | 0.91 |
Orient vs Occident in Photochrome | 16 | 216 | 0.92 | 0.92 |
Orient vs Occident in Photochrome | 16 | 512 | 0.93 | 0.93 |