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Table 3.
Comparison of classification methods for SP samples.
| Database | Method | Accuracy (a) |
True ET Rate (a) |
True LT Rate (a) |
Sample | |||
|---|---|---|---|---|---|---|---|---|
| Mean | Error | Mean | Error | Mean | Error | size | ||
| OTELO | Baseline | 0.946 | 0.006 | 0 | ... | 1 | ... | 1834 |
| OTELO | u − r color | 0.96 | 0.02 | 0.8 | 0.3 | 0.97 | 0.02 | 536 |
| OTELO | LDA | 0.970 | 0.008 | 0.80 | 0.08 | 0.979 | 0.007 | 536 |
| OTELO | DNN | 0.985 | 0.007 | 0.84 | 0.09 | 0.993 | 0.006 | 551 |
| COSMOS | Baseline | 0.835 | 0.002 | 0 | ... | 1 | ... | 34 688 |
| COSMOS | DNN | 0.967 | 0.002 | 0.91 | 0.03 | 0.979 | 0.005 | 29 688 |
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