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Table 4 Evaluation of function prediction of logistic model without 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 0.695 0.016 0.581 0.018 0.638 0.014 0.680 0.022
Ecoli_l1_GO:0005215 0.746 0.026 0.648 0.013 0.657 0.011 0.457 0.064
Ecoli_l2_GO:0016740 0.578 0.034 0.575 0.014 0.577 0.014 0.520 0.047
Ecoli_l2_GO:0022857 0.767 0.031 0.671 0.010 0.681 0.009 0.542 0.077
Ecoli_l2_GO:0022892 0.732 0.038 0.623 0.013 0.633 0.011 0.542 0.062
Scere_l1_GO:0003824 0.734 0.011 0.651 0.011 0.683 0.007 0.653 0.030
Scere_l1_GO:0005198 0.752 0.027 0.449 0.008 0.471 0.006 0.633 0.063
Scere_l1_GO:0005215 0.790 0.027 0.699 0.008 0.706 0.008 0.488 0.072
Scere_l2_GO:0003735 0.600 0.031 0.742 0.007 0.737 0.007 0.765 0.044
Scere_l2_GO:0005515 0.623 0.030 0.543 0.006 0.550 0.008 0.616 0.031
Scere_l2_GO:0016491 0.747 0.032 0.535 0.007 0.545 0.008 0.548 0.071
Scere_l2_GO:0016740 0.729 0.019 0.609 0.008 0.622 0.007 0.687 0.042
Scere_l2_GO:0016787 0.744 0.014 0.588 0.009 0.608 0.009 0.725 0.030
Scere_l2_GO:0022857 0.797 0.025 0.718 0.009 0.722 0.007 0.692 0.114
Scere_l2_GO:0022892 0.794 0.028 0.694 0.006 0.699 0.006 0.595 0.071
Scere_l2_GO:0060090 0.830 0.018 0.554 0.007 0.575 0.008 0.611 0.082
Scere_l3_GO:0016772 0.809 0.032 0.637 0.007 0.646 0.007 0.753 0.052
Scere_l3_GO:0016788 0.671 0.036 0.602 0.008 0.604 0.009 0.708 0.044
Scere_l3_GO:0016817 0.781 0.040 0.716 0.008 0.719 0.008 0.525 0.049
Scere_l3_GO:0022891 0.774 0.027 0.712 0.006 0.713 0.008 0.543 0.085
Scere_l3_GO:0030533 0.604 0.025 0.801 0.006 0.788 0.005 NA NA
Scere_l4_GO:0016301 0.805 0.034 0.670 0.009 0.678 0.005 0.515 0.090