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Table 8.

Comparison of classification methods for CP samples.

Database Method Accuracy (a)
True ET Rate (a)
True LT Rate (a)
Sample
Mean Error Mean Error Mean Error size
OTELO Baseline 0.950 0.005 0 ... 1 ... 2292
OTELO u − r color 0.96 0.01 0.7 0.4 0.98 0.02 657
OTELO LDA 0.971 0.007 0.78 0.09 0.980 0.006 657
OTELO DNN 0.980 0.006 0.75 0.09 0.992 0.005 688
COSMOS Baseline 0.906 0.001 0 ... 1 ... 105 758
COSMOS DNN 0.971 0.001 0.84 0.03 0.985 0.004 95 758

Notes.

(a)

On 100 bootstrap runs.

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