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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%