Table 1. Classification accuracy for the expert, the simulated citizen scientist annotations, and the CS primer-experiment.
inaccurate position (IP) | inaccurate radius (IR) | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Protista | 0.84 | ↗ | 0.86 | = | 0.84 | ↓ | 0.72 | ↘ | 0.83 | ↗ | 0.87 | = | 0.84 | ↗ | 0.86 | ↓ | 0.55 |
Porifera | 0.82 | = | 0.82 | ↘ | 0.79 | ↓ | 0.75 | ↘ | 0.81 | ↘ | 0.79 | ↗ | 0.84 | ↘ | 0.80 | ↓ | 0.68 |
Osteichthyes | 0.71 | ↓ | 0.60 | ↓ | 0.50 | ↓ | 0.46 | ↓ | 0.57 | ↑ | 0.86 | ↗ | 0.72 | ↑ | 0.77 | ↓ | 0.05 |
Mollusca | 0.76 | = | 0.76 | ↓ | 0.69 | ↓ | 0.33 | ↓ | 0.66 | ↗ | 0.78 | ↓ | 0.72 | ↗ | 0.78 | ↓ | 0.10 |
Echinodermata | 0.79 | ↓ | 0.73 | ↓ | 0.69 | ↓ | 0.38 | ↓ | 0.74 | ↓ | 0.70 | ↗ | 0.77 | = | 0.79 | ↓ | 0.16 |
Crustacea | 0.54 | ↓ | 0.49 | ↓ | 0.47 | ↓ | 0.21 | ↓ | 0.48 | ↗ | 0.57 | ↓ | 0.49 | ↗ | 0.55 | ↓ | 0.10 |
Cnidaria | 0.79 | ↘ | 0.77 | ↓ | 0.73 | ↓ | 0.61 | ↓ | 0.71 | ↗ | 0.82 | ↓ | 0.75 | ↗ | 0.81 | ↓ | 0.37 |
Bryozoa | 0.75 | ↘ | 0.74 | ↓ | 0.64 | ↓ | 0.54 | ↓ | 0.68 | ↓ | 0.67 | ↓ | 0.69 | ↓ | 0.71 | ↓ | 0.43 |
Arthropods | 0.25 | ↓ | 0.17 | ↓ | 0.20 | ↓ | 0.11 | ↓ | 0.14 | ↑ | 0.29 | ↓ | 0.14 | ↓ | 0.21 | ↓ | 0.09 |
Annelida | 0.57 | = | 0.57 | ↘ | 0.55 | ↓ | 0.36 | ↘ | 0.55 | ↗ | 0.59 | ↘ | 0.56 | ↗ | 0.59 | ↓ | 0.16 |
Avg | 0.62 | ↘ | 0.59 | ↓ | 0.55 | ↓ | 0.41 | ↓ | 0.53 | ↗ | 0.63 | ↘ | 0.59 | = | 0.62 | ↓ | 0.24 |
Weighted Avg | 0.77 | = | 0.77 | ↓ | 0.73 | ↓ | 0.59 | ↓ | 0.73 | ↗ | 0.78 | ↘ | 0.75 | ↗ | 0.78 | ↓ | 0.41 |