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Table 2 Comparison of nucleotide level prediction accuracy (nPC) of EMD algorithms with different combinations of component algorithms a).

From: EMD: an ensemble algorithm for discovering regulatory motifs in DNA sequences

Algorithm nPC Algorithm nPC Algorithm nPC
AL 0.178 AL-BP 0.213 AL-BP-MD 0.239
BP 0.201 AL-ME 0.203 AL-BP-ME 0.225
MD 0.228 AL-MS 0.208 AL-BP-MS 0.213
ME 0.199 BP-MD 0.241 AL-MD-ME 0.250
MS 0.206 BP-ME 0.214 AL-MD-MS 0.241
Average 0.202 ME-MS 0.220 AL-ME-MS 0.220
AL-BP-MD-ME 0.254 BP-MS 0.207 BP-MD-ME 0.243
AL-BP-MD-MS 0.244 MD-ME 0.235 BP-MD-MS 0.249
AL-BP-ME-MS 0.232 AL-MD 0.240 BP-ME-MS 0.223
AL-MD-ME-MS 0.252 MD-MS 0.250 MD-ME-MS 0.241
BP-MD-ME-MS 0.248 Average 0.223 Average 0.234
Average 0.246    AL-BP-MD-ME-MS 0.254
  1. a) Tested on ECRDB61B-200 data set. b) The best EMD algorithms among those of a given number of component algorithms are highlighted in bold.