Experiment identifier Graph type RPAIR class filtering RPAIR weights Compound weights Directed Filtered Sensitivity PPV Geometric accuracy Organism 58 RPAIR graph main-trans unit degree TRUE FALSE 92.3% 93.7% 93.0% Escherichia coli 82 RPAIR graph all RPAIR class-specific degree TRUE FALSE 92.3% 93.7% 93.0% Escherichia coli 84 RPAIR graph all RPAIR class-specific degree FALSE FALSE 92.3% 93.7% 93.0% Escherichia coli 66 RPAIR graph main-trans RPAIR class-specific degree TRUE FALSE 92.3% 93.7% 93.0% Escherichia coli 60 RPAIR graph main-trans unit degree FALSE FALSE 92.3% 93.7% 93.0% Escherichia coli 68 RPAIR graph main-trans RPAIR class-specific degree FALSE FALSE 92.3% 93.7% 93.0% Escherichia coli 83 RPAIR graph all RPAIR class-specific degree FALSE TRUE 92.1% 93.5% 92.8% Escherichia coli 57 RPAIR graph main-trans unit degree TRUE TRUE 92.1% 93.5% 92.8% Escherichia coli 59 RPAIR graph main-trans unit degree FALSE TRUE 92.1% 93.5% 92.8% Escherichia coli 81 RPAIR graph all RPAIR class-specific degree TRUE TRUE 92.1% 93.5% 92.8% Escherichia coli 67 RPAIR graph main-trans RPAIR class-specific degree FALSE TRUE 92.1% 93.5% 92.8% Escherichia coli 42 RPAIR graph main unit degree TRUE FALSE 91.2% 93.8% 92.4% Escherichia coli 44 RPAIR graph main unit degree FALSE FALSE 91.2% 93.8% 92.4% Escherichia coli 76 RPAIR graph all unit degree FALSE FALSE 91.4% 93.1% 92.2% Escherichia coli 74 RPAIR graph all unit degree TRUE FALSE 91.4% 93.1% 92.2% Escherichia coli 43 RPAIR graph main unit degree FALSE TRUE 90.9% 93.5% 92.1% Escherichia coli 41 RPAIR graph main unit degree TRUE TRUE 90.9% 93.5% 92.1% Escherichia coli 75 RPAIR graph all unit degree FALSE TRUE 91.1% 92.9% 91.9% Escherichia coli 73 RPAIR graph all unit degree TRUE TRUE 91.1% 92.9% 91.9% Escherichia coli 65 RPAIR graph main-trans RPAIR class-specific degree TRUE TRUE 89.2% 90.9% 90.0% Escherichia coli 77 RPAIR graph all RPAIR class-specific unit TRUE TRUE 92.6% 87.6% 89.6% Escherichia coli 79 RPAIR graph all RPAIR class-specific unit FALSE TRUE 92.6% 87.6% 89.6% Escherichia coli 52 RPAIR graph main RPAIR class-specific degree FALSE FALSE 88.2% 91.0% 89.4% Escherichia coli 50 RPAIR graph main RPAIR class-specific degree TRUE FALSE 88.2% 91.0% 89.4% Escherichia coli 63 RPAIR graph main-trans RPAIR class-specific unit FALSE TRUE 92.6% 87.4% 89.4% Escherichia coli 61 RPAIR graph main-trans RPAIR class-specific unit TRUE TRUE 92.6% 87.4% 89.4% Escherichia coli 51 RPAIR graph main RPAIR class-specific degree FALSE TRUE 87.7% 90.7% 89.0% Escherichia coli 49 RPAIR graph main RPAIR class-specific degree TRUE TRUE 87.7% 90.7% 89.0% Escherichia coli 115 reaction-specific RPAIR graph main-trans RPAIR class-specific degree FALSE TRUE 92.0% 83.0% 87.0% Escherichia coli 113 reaction-specific RPAIR graph main-trans RPAIR class-specific degree TRUE TRUE 91.7% 83.0% 86.8% Escherichia coli 114 reaction-specific RPAIR graph main-trans RPAIR class-specific degree TRUE FALSE 92.3% 82.3% 86.7% Escherichia coli 116 reaction-specific RPAIR graph main-trans RPAIR class-specific degree FALSE FALSE 92.3% 82.3% 86.7% Escherichia coli 99 reaction-specific RPAIR graph main RPAIR class-specific degree FALSE TRUE 90.9% 83.5% 86.6% Escherichia coli 89 reaction-specific RPAIR graph main unit degree TRUE TRUE 90.9% 83.5% 86.6% Escherichia coli 97 reaction-specific RPAIR graph main RPAIR class-specific degree TRUE TRUE 90.9% 83.5% 86.6% Escherichia coli 91 reaction-specific RPAIR graph main unit degree FALSE TRUE 90.9% 83.5% 86.6% Escherichia coli 100 reaction-specific RPAIR graph main RPAIR class-specific degree FALSE FALSE 91.2% 82.6% 86.3% Escherichia coli 92 reaction-specific RPAIR graph main unit degree FALSE FALSE 91.2% 82.6% 86.3% Escherichia coli 90 reaction-specific RPAIR graph main unit degree TRUE FALSE 91.2% 82.6% 86.3% Escherichia coli 98 reaction-specific RPAIR graph main RPAIR class-specific degree TRUE FALSE 91.2% 82.6% 86.3% Escherichia coli 123 reaction-specific RPAIR graph all unit degree FALSE TRUE 89.9% 82.6% 85.8% Escherichia coli 121 reaction-specific RPAIR graph all unit degree TRUE TRUE 89.9% 82.6% 85.8% Escherichia coli 105 reaction-specific RPAIR graph main-trans unit degree TRUE TRUE 90.0% 82.3% 85.6% Escherichia coli 107 reaction-specific RPAIR graph main-trans unit degree FALSE TRUE 90.0% 82.3% 85.6% Escherichia coli 124 reaction-specific RPAIR graph all unit degree FALSE FALSE 90.2% 81.9% 85.5% Escherichia coli 122 reaction-specific RPAIR graph all unit degree TRUE FALSE 90.2% 81.9% 85.5% Escherichia coli 108 reaction-specific RPAIR graph main-trans unit degree FALSE FALSE 90.4% 81.6% 85.4% Escherichia coli 131 reaction-specific RPAIR graph all RPAIR class-specific degree FALSE TRUE 88.9% 82.1% 85.0% Escherichia coli 129 reaction-specific RPAIR graph all RPAIR class-specific degree TRUE TRUE 88.9% 82.1% 85.0% Escherichia coli 132 reaction-specific RPAIR graph all RPAIR class-specific degree FALSE FALSE 89.2% 81.4% 84.7% Escherichia coli 130 reaction-specific RPAIR graph all RPAIR class-specific degree TRUE FALSE 89.2% 81.4% 84.7% Escherichia coli 45 RPAIR graph main RPAIR class-specific unit TRUE TRUE 84.7% 85.1% 84.6% Escherichia coli 47 RPAIR graph main RPAIR class-specific unit FALSE TRUE 84.7% 85.1% 84.6% Escherichia coli 39 RPAIR graph main unit unit FALSE TRUE 84.7% 85.1% 84.6% Escherichia coli 37 RPAIR graph main unit unit TRUE TRUE 84.7% 85.1% 84.6% Escherichia coli 106 reaction-specific RPAIR graph main-trans unit degree TRUE FALSE 87.6% 79.7% 83.0% Escherichia coli 34 ReactionGraph all unit degree TRUE FALSE 85.7% 78.0% 81.3% Escherichia coli 33 ReactionGraph all unit degree TRUE TRUE 85.7% 78.0% 81.3% Escherichia coli 55 RPAIR graph main-trans unit unit FALSE TRUE 81.8% 80.8% 81.2% Escherichia coli 111 reaction-specific RPAIR graph main-trans RPAIR class-specific unit FALSE TRUE 89.6% 75.1% 81.1% Escherichia coli 109 reaction-specific RPAIR graph main-trans RPAIR class-specific unit TRUE TRUE 89.6% 75.1% 81.1% Escherichia coli 125 reaction-specific RPAIR graph all RPAIR class-specific unit TRUE TRUE 89.6% 75.1% 81.1% Escherichia coli 127 reaction-specific RPAIR graph all RPAIR class-specific unit FALSE TRUE 89.6% 75.1% 81.1% Escherichia coli 71 RPAIR graph all unit unit FALSE TRUE 82.7% 79.6% 80.9% Escherichia coli 69 RPAIR graph all unit unit TRUE TRUE 82.2% 78.9% 80.2% Escherichia coli 53 RPAIR graph main-trans unit unit TRUE TRUE 80.3% 80.3% 80.2% Escherichia coli 87 reaction-specific RPAIR graph main unit unit FALSE TRUE 84.7% 75.7% 79.5% Escherichia coli 85 reaction-specific RPAIR graph main unit unit TRUE TRUE 84.7% 75.7% 79.5% Escherichia coli 95 reaction-specific RPAIR graph main RPAIR class-specific unit FALSE TRUE 84.7% 75.7% 79.5% Escherichia coli 93 reaction-specific RPAIR graph main RPAIR class-specific unit TRUE TRUE 84.7% 75.7% 79.5% Escherichia coli 36 ReactionGraph all unit degree FALSE FALSE 82.6% 76.8% 78.8% Escherichia coli 35 ReactionGraph all unit degree FALSE TRUE 82.6% 76.8% 78.8% Escherichia coli 78 RPAIR graph all RPAIR class-specific unit TRUE FALSE 78.8% 71.5% 74.1% Escherichia coli 40 RPAIR graph main unit unit FALSE FALSE 74.8% 73.9% 74.0% Escherichia coli 38 RPAIR graph main unit unit TRUE FALSE 74.8% 73.9% 74.0% Escherichia coli 48 RPAIR graph main RPAIR class-specific unit FALSE FALSE 74.8% 73.9% 74.0% Escherichia coli 46 RPAIR graph main RPAIR class-specific unit TRUE FALSE 74.8% 73.9% 74.0% Escherichia coli 80 RPAIR graph all RPAIR class-specific unit FALSE FALSE 78.8% 71.4% 74.0% Escherichia coli 64 RPAIR graph main-trans RPAIR class-specific unit FALSE FALSE 78.8% 71.1% 73.8% Escherichia coli 62 RPAIR graph main-trans RPAIR class-specific unit TRUE FALSE 78.8% 71.1% 73.8% Escherichia coli 103 reaction-specific RPAIR graph main-trans unit unit FALSE TRUE 75.4% 68.5% 71.5% Escherichia coli 117 reaction-specific RPAIR graph all unit unit TRUE TRUE 75.4% 68.5% 71.5% Escherichia coli 119 reaction-specific RPAIR graph all unit unit FALSE TRUE 75.4% 68.5% 71.5% Escherichia coli 101 reaction-specific RPAIR graph main-trans unit unit TRUE TRUE 75.4% 68.5% 71.5% Escherichia coli 29 ReactionGraph all unit unit TRUE TRUE 73.9% 66.1% 69.2% Escherichia coli 56 RPAIR graph main-trans unit unit FALSE FALSE 72.5% 66.9% 68.9% Escherichia coli 54 RPAIR graph main-trans unit unit TRUE FALSE 72.5% 66.9% 68.9% Escherichia coli 94 reaction-specific RPAIR graph main RPAIR class-specific unit TRUE FALSE 74.8% 64.2% 68.3% Escherichia coli 96 reaction-specific RPAIR graph main RPAIR class-specific unit FALSE FALSE 74.8% 64.2% 68.3% Escherichia coli 88 reaction-specific RPAIR graph main unit unit FALSE FALSE 74.8% 64.2% 68.3% Escherichia coli 86 reaction-specific RPAIR graph main unit unit TRUE FALSE 74.8% 64.2% 68.3% Escherichia coli 72 RPAIR graph all unit unit FALSE FALSE 72.6% 65.6% 67.9% Escherichia coli 70 RPAIR graph all unit unit TRUE FALSE 72.2% 65.6% 67.7% Escherichia coli 31 ReactionGraph all unit unit FALSE TRUE 73.0% 63.1% 66.5% Escherichia coli 112 reaction-specific RPAIR graph main-trans RPAIR class-specific unit FALSE FALSE 77.2% 59.0% 64.6% Escherichia coli 110 reaction-specific RPAIR graph main-trans RPAIR class-specific unit TRUE FALSE 77.2% 59.0% 64.6% Escherichia coli 128 reaction-specific RPAIR graph all RPAIR class-specific unit FALSE FALSE 77.2% 59.0% 64.6% Escherichia coli 126 reaction-specific RPAIR graph all RPAIR class-specific unit TRUE FALSE 77.2% 59.0% 64.6% Escherichia coli 102 reaction-specific RPAIR graph main-trans unit unit TRUE FALSE 70.4% 59.8% 63.8% Escherichia coli 104 reaction-specific RPAIR graph main-trans unit unit FALSE FALSE 70.4% 59.8% 63.8% Escherichia coli 118 reaction-specific RPAIR graph all unit unit TRUE FALSE 71.3% 58.1% 62.8% Escherichia coli 120 reaction-specific RPAIR graph all unit unit FALSE FALSE 71.3% 58.1% 62.8% Escherichia coli 30 ReactionGraph all unit unit TRUE FALSE 51.8% 9.5% 18.6% Escherichia coli 32 ReactionGraph all unit unit FALSE FALSE 53.1% 8.3% 17.7% Escherichia coli