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Table 4 Optimal values and Error Rates (second data set)

From: Learning to classify species with barcodes

    Error Rates
β α test% training testing
10 8 10 15.47% 15.06%
10 8 10 16.48% 15.90%
10 7 20 19.97% 21.03%
10 7 20 21.39% 22.56%
average    18.32% 18.64%
15 11 10 5.52% 6.67%
15 11 10 6.37% 8.33%
15 11 20 7.40% 10.42%
15 11 20 10.88% 10.42%
average    7.54% 8.96%
20 14 10 0% 1.38%
20 14 10 2.22% 3.08%
20 15 20 1.97% 5.50%
20 15 20 1.58% 5.13%
average    1.44% 3.77%