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Table 3 k-NN, RF and SVM parameters.

From: The impact of sequence length and number of sequences on promoter prediction performance

  k-NN RF SVM
Datasets k ntree mtry C sigma
10-1 9 500 3.45 1 3.64e-03
10-3 9 500 3.59 0.5 3.05e-03
10-5 9 500 6.95 0.5 1e-02
10-10 9 500 8.03 2 1e-03
10-20 9 500 19.7 1 1e-03
10-30 9 500 4.77 1 1e-03
10-40 9 500 25.5 1 7.84e-04
10-50 9 500 55.8 1 1e-03
20-50 9 500 30.1 1 1e-03
30-50 9 500 64.4 0.5 1e-03
40-50 9 500 17.1 0.5 1e-03
50-50 7 500 72.1 0.5 1e-03
100-50 9 500 88.3 1 1e-03
150-50 9 500 102 0.5 1.96e-04
200-50 9 500 114 1 1.56e-04
250-50 9 500 125 1 1e-04