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Table 5 Evaluation of function prediction of logistic model with the first-order interaction

From: Extracting DNA words based on the sequence features: non-uniform distribution and integrity

Terms Sensitivity MAD Specificity MAD Agreement rate MAD Share MAD
Ecoli_l1_GO:0003824 0.739 0.018 0.555 0.020 0.655 0.011 0.717 0.021
Ecoli_l1_GO:0005215 0.821 0.026 0.722 0.012 0.735 0.009 0.500 0.064
Ecoli_l2_GO:0016740 0.582 0.034 0.563 0.014 0.569 0.011 0.535 0.035
Ecoli_l2_GO:0022857 0.937 0.016 0.806 0.009 0.816 0.009 0.312 0.062
Ecoli_l2_GO:0022892 0.780 0.033 0.685 0.010 0.696 0.012 0.550 0.074
Scere_l1_GO:0003824 0.619 0.012 0.706 0.008 0.673 0.007 0.611 0.033
Scere_l1_GO:0005198 0.757 0.019 0.450 0.008 0.471 0.007 0.639 0.071
Scere_l1_GO:0005215 0.185 0.024 0.976 0.002 0.916 0.004 0.098 0.036
Scere_l2_GO:0003735 0.608 0.035 0.742 0.006 0.737 0.007 0.765 0.087
Scere_l2_GO:0005515 0.795 0.025 0.402 0.008 0.430 0.008 0.760 0.031
Scere_l2_GO:0016491 0.723 0.028 0.578 0.009 0.586 0.007 0.452 0.071
Scere_l2_GO:0016740 0.831 0.020 0.514 0.009 0.556 0.011 0.740 0.036
Scere_l2_GO:0016787 0.775 0.023 0.610 0.007 0.633 0.008 0.700 0.034
Scere_l2_GO:0022857 0.805 0.025 0.930 0.005 0.923 0.003 0.231 0.114
Scere_l2_GO:0022892 1.000 0.000 0.735 0.007 0.750 0.007 0.571 0.071
Scere_l2_GO:0060090 0.830 0.018 0.553 0.009 0.574 0.007 0.611 0.082
Scere_l3_GO:0016772 0.285 0.032 0.971 0.003 0.936 0.004 0.024 0.017
Scere_l3_GO:0016788 0.274 0.036 0.982 0.003 0.954 0.004 0.012 0.018
Scere_l3_GO:0016817 0.611 0.032 0.904 0.005 0.890 0.004 0.303 0.036
Scere_l3_GO:0022891 1.000 0.000 0.767 0.006 0.777 0.007 0.429 0.085
Scere_l3_GO:0030533 0.852 0.020 0.552 0.007 0.573 0.008 NA NA
Scere_l4_GO:0016301 0.935 0.019 0.907 0.004 0.908 0.005 0.121 0.045