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Table 8 Pearson correlation coefficient of constituent classifiers

From: TooT-T: discrimination of transport proteins from non-transport proteins

modelpsiAACpsiPAACpsiPseAACTCDB_exactTCDB_highTCDB_med
psiAAC1.000.810.900.560.630.52
psiPAAC0.811.000.800.510.610.50
psiPseAAC0.900.801.000.550.620.52
TCDB_exact0.560.510.551.000.650.51
TCDB_high0.630.610.620.651.000.78
TCDB_med0.520.500.520.510.781.00
  1. The table shows the correlation between the constituent classifiers of the ensemble. Among themselves, the homology annotation transfer exhibit a lower correlation compared to those of the machine-learning models. This lower correlation motivates the use of ensemble techniques and helps to build a more powerful model