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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

  4. Performance of RNAalifold(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for PETfold_pre2.0(seed) & RNAalifold(20) [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(seed) RNAalifold(20)
MCC 0.760 > 0.674
Average MCC ± 95% Confidence Intervals 0.763 ± 0.022 > 0.674 ± 0.044
Sensitivity 0.730 > 0.621
Positive Predictive Value 0.792 > 0.732
Total TP 26994 > 22941
Total TN 104336380 < 104339145
Total FP 11076 > 9959
Total FP CONTRA 1094 < 1517
Total FP INCONS 5998 < 6863
Total FP COMP 3984 > 1579
Total FN 9970 < 14023
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(seed) and RNAalifold(20). Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for PETfold_pre2.0(seed) and RNAalifold(20)).

  2. Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for PETfold_pre2.0(seed) and RNAalifold(20)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and RNAalifold(20). The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for PETfold_pre2.0(seed) and RNAalifold(20)).

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Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(seed)

Total Base Pair Counts
Total TP 26994
Total TN 104336380
Total FP 11076
Total FP CONTRA 1094
Total FP INCONS 5998
Total FP COMP 3984
Total FN 9970
Total Scores
MCC 0.760
Average MCC ± 95% Confidence Intervals 0.763 ± 0.022
Sensitivity 0.730
Positive Predictive Value 0.792
Nr of predictions 77

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2. Individual counts for PETfold_pre2.0(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.89 0.88 0.90 405 1085153 80 10 33 37 53
CRW_00034 0.80 0.78 0.83 369 1141870 113 17 60 36 105
CRW_00048 0.85 0.84 0.87 395 1170759 96 18 43 35 75
CRW_00054 0.86 0.86 0.87 390 1107367 95 16 43 36 66
CRW_00059 0.85 0.83 0.87 392 1172293 95 17 44 34 81
CRW_00061 0.84 0.82 0.86 388 1181504 96 16 45 35 88
CRW_00068 0.86 0.86 0.87 394 1108851 94 17 43 34 63
CRW_00096 0.86 0.84 0.88 392 1178434 98 11 43 44 73
CRW_00140 0.85 0.84 0.86 387 1135829 97 15 47 35 76
CRW_00141 0.85 0.82 0.87 392 1201573 98 16 44 38 84
CRW_00150 0.85 0.83 0.87 385 1152477 92 16 43 33 81
CRW_00152 0.84 0.82 0.86 386 1179969 96 16 45 35 85
CRW_00166 0.86 0.84 0.88 393 1190749 97 11 43 43 75
CRW_00173 0.80 0.79 0.81 353 1082222 118 17 64 37 92
CRW_00177 0.84 0.82 0.86 386 1178430 105 17 47 41 87
CRW_00196 0.83 0.81 0.86 384 1207786 102 15 50 37 91
CRW_00230 0.84 0.82 0.87 392 1198473 97 16 45 36 86
CRW_00245 0.86 0.86 0.87 388 1105880 95 18 42 35 65
CRW_00248 0.83 0.80 0.86 388 1218691 98 16 46 36 96
CRW_00250 0.84 0.82 0.87 391 1198474 97 16 45 36 87
CRW_00256 0.85 0.82 0.87 386 1192295 93 16 43 34 82
CRW_00270 0.87 0.86 0.87 391 1111838 94 15 42 37 64
CRW_00271 0.83 0.82 0.85 378 1122307 105 14 52 39 84
CRW_00273 0.86 0.85 0.86 380 1085161 98 14 46 38 66
CRW_00275 0.86 0.85 0.87 390 1114823 98 15 43 40 67
CRW_00277 0.84 0.83 0.85 377 1110354 101 16 48 37 76
CRW_00278 0.84 0.82 0.85 369 1129823 106 15 49 42 81
CRW_00279 0.85 0.83 0.86 385 1179970 103 16 45 42 79
CRW_00280 0.84 0.83 0.85 377 1117815 109 16 52 41 76
CRW_00281 0.85 0.84 0.87 388 1144894 97 16 43 38 76
CRW_00284 0.83 0.82 0.84 372 1131319 111 16 53 42 84
CRW_00285 0.84 0.82 0.85 377 1117816 104 17 50 37 81
CRW_00289 0.82 0.80 0.84 382 1189200 109 16 55 38 94
CRW_00298 0.66 0.63 0.69 310 1620452 212 16 122 74 184
CRW_00301 0.63 0.59 0.67 307 1762046 213 15 135 63 212
CRW_00306 0.68 0.66 0.70 305 1445417 186 15 113 58 157
CRW_00310 0.63 0.59 0.68 305 1805503 209 14 128 67 216
CRW_00326 0.66 0.63 0.69 315 1627654 205 15 126 64 187
CRW_00330 0.64 0.59 0.69 307 1988567 210 13 128 69 210
CRW_00332 0.60 0.56 0.63 269 1769595 236 16 141 79 208
CRW_00333 0.58 0.52 0.64 269 1892065 217 19 132 66 245
CRW_00345 0.64 0.61 0.67 305 1586418 211 15 133 63 193
CRW_00346 0.65 0.61 0.69 308 1584644 204 15 123 66 193
CRW_00348 0.65 0.62 0.68 312 1615046 210 15 130 65 191
CRW_00358 0.64 0.60 0.67 306 1674911 213 16 132 65 201
CRW_00366 0.65 0.62 0.68 300 1579311 211 15 127 69 182
CRW_00370 0.65 0.62 0.69 313 1640313 205 15 125 65 193
CRW_00371 0.68 0.65 0.71 322 1611455 199 13 120 66 174
CRW_00372 0.64 0.61 0.67 306 1625847 221 14 139 68 192
CRW_00379 0.60 0.54 0.66 286 2126521 223 18 128 77 248
CRW_00386 0.61 0.58 0.65 297 1750802 227 16 141 70 218
CRW_00403 0.68 0.66 0.70 306 1606090 215 15 117 83 158
CRW_00411 0.67 0.64 0.71 318 1615053 200 15 117 68 178
CRW_00414 0.64 0.61 0.67 303 1665770 223 20 132 71 192
CRW_00466 0.86 0.85 0.87 391 1116315 99 14 45 40 67
CRW_00589 0.87 0.84 0.89 376 1094037 99 6 41 52 69
CRW_00590 0.87 0.84 0.89 381 1119327 104 6 42 56 71
CRW_00591 0.87 0.86 0.89 382 1098473 103 6 42 55 64
CRW_00598 0.63 0.60 0.66 294 1665777 224 19 135 70 197
CRW_00758 0.64 0.61 0.67 294 1640327 224 15 130 79 189
CRW_00759 0.65 0.62 0.68 297 1636709 218 15 124 79 184
CRW_00760 0.63 0.59 0.66 287 1638522 227 17 129 81 199
CRW_00772 0.79 0.76 0.81 309 945618 130 6 67 57 95
CRW_00789 0.83 0.81 0.86 362 1137365 112 11 48 53 85
CRW_00795 0.79 0.76 0.82 299 1152557 159 6 59 94 95
CRW_00849 0.79 0.76 0.81 359 1117819 116 16 66 34 111
CRW_00997 0.86 0.85 0.87 395 1135823 93 17 43 33 69
CRW_01153 0.61 0.58 0.64 294 1606070 223 18 146 59 209
CRW_01171 0.63 0.60 0.67 304 1593548 214 15 138 61 202
CRW_01300 0.62 0.59 0.66 302 1693261 218 17 140 61 213
PDB_00703 0.79 0.73 0.86 361 1073423 107 9 52 46 134
PDB_00854 0.76 0.68 0.86 364 1500354 120 9 51 60 171
PDB_01088 0.75 0.67 0.85 365 1471040 119 5 60 54 182
PDB_01103 0.76 0.67 0.86 376 1606090 108 8 54 46 186
PDB_01105 0.77 0.70 0.86 376 1433534 108 3 58 47 164
PDB_01120 0.80 0.73 0.86 387 1204680 102 10 51 41 140
PDB_01273 0.80 0.75 0.86 368 1117832 112 8 52 52 123

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Performance of RNAalifold(20) - scored lower in this pairwise comparison

1. Total counts & total scores for RNAalifold(20)

Total Base Pair Counts
Total TP 22941
Total TN 104339145
Total FP 9959
Total FP CONTRA 1517
Total FP INCONS 6863
Total FP COMP 1579
Total FN 14023
Total Scores
MCC 0.674
Average MCC ± 95% Confidence Intervals 0.674 ± 0.044
Sensitivity 0.621
Positive Predictive Value 0.732
Nr of predictions 77

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2. Individual counts for RNAalifold(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.87 0.84 0.90 385 1085172 61 7 37 17 73
CRW_00034 0.83 0.78 0.87 371 1141890 74 12 43 19 103
CRW_00048 0.83 0.80 0.86 374 1170779 75 11 51 13 96
CRW_00054 0.84 0.82 0.87 372 1107390 68 12 42 14 84
CRW_00059 0.81 0.76 0.86 361 1172324 71 11 50 10 112
CRW_00061 0.85 0.80 0.90 382 1181529 55 14 28 13 94
CRW_00068 0.86 0.83 0.89 381 1108875 61 12 37 12 76
CRW_00096 0.85 0.81 0.90 376 1178461 63 6 37 20 89
CRW_00140 0.84 0.82 0.87 380 1135841 71 13 44 14 83
CRW_00141 0.82 0.78 0.87 371 1201597 71 12 45 14 105
CRW_00150 0.84 0.80 0.88 372 1152500 62 12 37 13 94
CRW_00152 0.79 0.75 0.82 355 1179984 91 17 60 14 116
CRW_00166 0.83 0.79 0.88 368 1190777 71 7 44 20 100
CRW_00173 0.77 0.75 0.80 332 1082242 94 12 70 12 113
CRW_00177 0.80 0.76 0.84 358 1178455 78 13 54 11 115
CRW_00196 0.82 0.79 0.86 373 1207803 68 15 44 9 102
CRW_00230 0.83 0.79 0.88 378 1198495 67 12 41 14 100
CRW_00245 0.86 0.83 0.89 378 1105903 56 14 33 9 75
CRW_00248 0.79 0.75 0.83 364 1218705 87 17 55 15 120
CRW_00250 0.83 0.78 0.88 373 1198502 61 12 39 10 105
CRW_00256 0.82 0.78 0.87 363 1192322 68 14 41 13 105
CRW_00270 0.85 0.83 0.88 376 1111859 66 12 39 15 79
CRW_00271 0.82 0.79 0.87 363 1122332 69 11 45 13 99
CRW_00273 0.84 0.81 0.87 360 1085185 68 13 43 12 86
CRW_00275 0.84 0.81 0.87 368 1114849 68 12 42 14 89
CRW_00277 0.82 0.79 0.85 359 1110374 76 14 48 14 94
CRW_00278 0.82 0.78 0.86 349 1129851 72 10 46 16 101
CRW_00279 0.81 0.78 0.85 360 1179994 80 12 50 18 104
CRW_00280 0.83 0.79 0.87 360 1117845 71 12 43 16 93
CRW_00281 0.82 0.78 0.85 363 1144916 75 12 50 13 101
CRW_00284 0.84 0.80 0.89 363 1131350 62 12 35 15 93
CRW_00285 0.83 0.79 0.88 364 1117844 66 13 39 14 94
CRW_00289 0.81 0.76 0.86 361 1189232 70 13 47 10 115
CRW_00298 0.43 0.38 0.49 187 1620517 224 43 153 28 307
CRW_00301 0.42 0.37 0.48 192 1762101 229 37 173 19 327
CRW_00306 0.42 0.38 0.46 176 1445467 237 39 168 30 286
CRW_00310 0.46 0.39 0.55 204 1805579 190 29 138 23 317
CRW_00326 0.41 0.35 0.47 178 1627730 219 36 166 17 324
CRW_00330 0.40 0.35 0.47 182 1988624 243 35 174 34 335
CRW_00332 0.39 0.34 0.43 164 1769642 239 35 180 24 313
CRW_00333 0.34 0.29 0.40 150 1892114 241 34 187 20 364
CRW_00345 0.43 0.38 0.48 189 1586477 222 39 166 17 309
CRW_00346 0.45 0.40 0.50 202 1584688 230 32 168 30 299
CRW_00348 0.43 0.38 0.48 190 1615106 228 41 166 21 313
CRW_00358 0.43 0.38 0.49 192 1674972 227 34 167 26 315
CRW_00366 0.39 0.34 0.45 166 1579381 248 30 176 42 316
CRW_00370 0.52 0.47 0.57 240 1640342 204 34 150 20 266
CRW_00371 0.43 0.38 0.49 187 1611527 222 27 169 26 309
CRW_00372 0.40 0.35 0.46 174 1625925 228 37 170 21 324
CRW_00379 0.40 0.34 0.47 179 2126574 228 31 169 28 355
CRW_00386 0.44 0.37 0.51 193 1750879 199 35 149 15 322
CRW_00403 0.39 0.37 0.42 170 1606127 272 38 193 41 294
CRW_00411 0.43 0.39 0.48 191 1615105 227 43 164 20 305
CRW_00414 0.38 0.35 0.41 171 1665811 266 36 207 23 324
CRW_00466 0.84 0.81 0.86 373 1116333 74 11 48 15 85
CRW_00589 0.86 0.81 0.91 361 1094062 61 7 30 24 84
CRW_00590 0.84 0.79 0.89 358 1119354 70 6 38 26 94
CRW_00591 0.87 0.83 0.91 368 1098500 61 9 26 26 78
CRW_00598 0.42 0.38 0.47 187 1665825 229 39 174 16 304
CRW_00758 0.48 0.43 0.53 210 1640373 205 34 149 22 273
CRW_00759 0.42 0.38 0.48 182 1636762 232 39 162 31 299
CRW_00760 0.43 0.37 0.50 179 1638594 209 38 144 27 307
CRW_00772 0.78 0.74 0.83 298 945642 94 6 54 34 106
CRW_00789 0.82 0.78 0.87 348 1137388 80 6 44 30 99
CRW_00795 0.74 0.70 0.79 276 1152572 131 10 63 58 118
CRW_00849 0.78 0.74 0.82 350 1117832 97 13 65 19 120
CRW_00997 0.84 0.81 0.88 374 1135854 61 12 38 11 90
CRW_01153 0.47 0.42 0.53 210 1606133 216 27 158 31 293
CRW_01171 0.44 0.38 0.50 193 1593619 210 32 161 17 313
CRW_01300 0.52 0.45 0.59 231 1693331 174 31 127 16 284
PDB_00703 0.78 0.71 0.86 353 1073436 80 10 46 24 142
PDB_00854 0.75 0.65 0.86 347 1500373 97 7 51 39 188
PDB_01088 0.73 0.62 0.86 341 1471072 93 2 55 36 206
PDB_01103 0.75 0.65 0.87 364 1606111 77 8 45 24 198
PDB_01105 0.76 0.67 0.87 360 1433555 85 3 53 29 180
PDB_01120 0.72 0.65 0.80 341 1204702 101 13 72 16 186
PDB_01273 0.78 0.71 0.86 347 1117857 83 8 48 27 144

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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.