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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of PETfold_pre2.0(20) - 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(20) & RNAalifold(20) [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(20) RNAalifold(20)
MCC 0.728 > 0.674
Average MCC ± 95% Confidence Intervals 0.730 ± 0.030 > 0.674 ± 0.044
Sensitivity 0.697 > 0.621
Positive Predictive Value 0.760 > 0.732
Total TP 25763 > 22941
Total TN 104336584 < 104339145
Total FP 11045 > 9959
Total FP CONTRA 1367 < 1517
Total FP INCONS 6752 < 6863
Total FP COMP 2926 > 1579
Total FN 11201 < 14023
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(20) 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(20) 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(20) and RNAalifold(20)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(20) 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(20) and RNAalifold(20)).

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Performance of PETfold_pre2.0(20) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(20)

Total Base Pair Counts
Total TP 25763
Total TN 104336584
Total FP 11045
Total FP CONTRA 1367
Total FP INCONS 6752
Total FP COMP 2926
Total FN 11201
Total Scores
MCC 0.728
Average MCC ± 95% Confidence Intervals 0.730 ± 0.030
Sensitivity 0.697
Positive Predictive Value 0.760
Nr of predictions 77

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2. Individual counts for PETfold_pre2.0(20) [ 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 0.90 404 1085151 82 10 36 36 54
CRW_00034 0.82 0.79 0.85 374 1141875 86 17 50 19 100
CRW_00048 0.84 0.83 0.84 390 1170753 91 18 54 19 80
CRW_00054 0.84 0.84 0.84 381 1107361 95 17 57 21 75
CRW_00059 0.84 0.82 0.85 390 1172289 85 17 50 18 83
CRW_00061 0.84 0.82 0.86 390 1181501 85 16 46 23 86
CRW_00068 0.84 0.84 0.84 383 1108851 87 16 55 16 74
CRW_00096 0.85 0.83 0.87 388 1178436 81 12 44 25 77
CRW_00140 0.85 0.84 0.86 388 1135827 85 15 48 22 75
CRW_00141 0.83 0.81 0.85 387 1201568 90 18 52 20 89
CRW_00150 0.83 0.82 0.85 381 1152473 90 16 51 23 85
CRW_00152 0.83 0.81 0.85 381 1179968 89 17 50 22 90
CRW_00166 0.85 0.83 0.86 387 1190748 90 11 50 29 81
CRW_00173 0.80 0.80 0.81 354 1082220 107 18 64 25 91
CRW_00177 0.82 0.81 0.84 382 1178424 101 17 57 27 91
CRW_00196 0.83 0.81 0.85 387 1207780 91 16 52 23 88
CRW_00230 0.85 0.82 0.87 394 1198472 81 16 44 21 84
CRW_00245 0.87 0.86 0.87 390 1105881 79 17 40 22 63
CRW_00248 0.84 0.82 0.87 396 1218684 87 15 46 26 88
CRW_00250 0.83 0.80 0.85 382 1198478 88 15 51 22 96
CRW_00256 0.83 0.81 0.85 379 1192296 87 16 49 22 89
CRW_00270 0.86 0.86 0.86 390 1111833 85 15 48 22 65
CRW_00271 0.82 0.81 0.84 375 1122302 98 14 60 24 87
CRW_00273 0.84 0.84 0.84 375 1085156 94 14 56 24 71
CRW_00275 0.86 0.86 0.87 391 1114821 86 15 44 27 66
CRW_00277 0.84 0.84 0.85 379 1110348 89 16 52 21 74
CRW_00278 0.84 0.82 0.86 371 1129827 85 12 46 27 79
CRW_00279 0.82 0.81 0.84 377 1179965 98 18 56 24 87
CRW_00280 0.85 0.85 0.86 384 1117811 93 15 50 28 69
CRW_00281 0.84 0.82 0.85 381 1144895 89 14 51 24 83
CRW_00284 0.84 0.82 0.85 376 1131317 94 16 51 27 80
CRW_00285 0.84 0.83 0.86 380 1117816 91 17 47 27 78
CRW_00289 0.83 0.81 0.85 386 1189199 95 13 55 27 90
CRW_00298 0.58 0.54 0.63 267 1620473 212 31 129 52 227
CRW_00301 0.49 0.46 0.53 240 1762048 265 37 178 50 279
CRW_00306 0.60 0.57 0.63 263 1445430 208 26 131 51 199
CRW_00310 0.55 0.51 0.59 264 1805500 238 32 154 52 257
CRW_00326 0.64 0.60 0.68 299 1627669 193 22 120 51 203
CRW_00330 0.55 0.51 0.60 262 1988577 231 26 150 55 255
CRW_00332 0.51 0.48 0.56 227 1769613 237 20 161 56 250
CRW_00333 0.48 0.43 0.53 220 1892069 260 36 160 64 294
CRW_00345 0.56 0.53 0.60 262 1586434 224 28 147 49 236
CRW_00346 0.59 0.55 0.63 278 1584648 213 32 132 49 223
CRW_00348 0.58 0.54 0.61 272 1615059 225 29 143 53 231
CRW_00358 0.56 0.53 0.60 269 1674914 228 29 153 46 238
CRW_00366 0.60 0.56 0.64 269 1579331 210 25 128 57 213
CRW_00370 0.60 0.57 0.64 288 1640315 211 20 143 48 218
CRW_00371 0.58 0.55 0.60 275 1611455 232 17 163 52 221
CRW_00372 0.59 0.55 0.62 275 1625865 212 23 143 46 223
CRW_00379 0.58 0.52 0.65 277 2126526 213 25 125 63 257
CRW_00386 0.49 0.46 0.53 236 1750812 258 28 180 50 279
CRW_00403 0.53 0.52 0.54 240 1606084 283 31 173 79 224
CRW_00411 0.58 0.54 0.61 269 1615064 222 21 149 52 227
CRW_00414 0.57 0.53 0.62 263 1665801 210 25 136 49 232
CRW_00466 0.85 0.85 0.85 388 1116310 90 13 54 23 70
CRW_00589 0.84 0.82 0.86 367 1094034 98 8 51 39 78
CRW_00590 0.87 0.84 0.89 381 1119329 87 4 42 41 71
CRW_00591 0.85 0.84 0.86 373 1098469 103 7 54 42 73
CRW_00598 0.54 0.51 0.58 250 1665793 234 28 154 52 241
CRW_00758 0.57 0.54 0.61 263 1640333 241 27 143 71 220
CRW_00759 0.56 0.53 0.59 254 1636715 232 18 158 56 227
CRW_00760 0.53 0.49 0.57 239 1638533 247 16 167 64 247
CRW_00772 0.78 0.76 0.80 306 945618 127 7 69 51 98
CRW_00789 0.82 0.80 0.85 357 1137365 108 8 56 44 90
CRW_00795 0.79 0.76 0.82 301 1152552 149 5 63 81 93
CRW_00849 0.80 0.78 0.82 366 1117816 101 14 64 23 104
CRW_00997 0.85 0.84 0.85 389 1135822 85 16 51 18 75
CRW_01153 0.59 0.56 0.63 283 1606076 220 25 144 51 220
CRW_01171 0.52 0.48 0.56 245 1593566 240 31 163 46 261
CRW_01300 0.60 0.55 0.67 283 1693295 193 17 125 51 232
PDB_00703 0.78 0.72 0.84 355 1073423 101 6 61 34 140
PDB_00854 0.75 0.68 0.84 363 1500344 118 10 61 47 172
PDB_01088 0.74 0.65 0.83 357 1471042 115 5 66 44 190
PDB_01103 0.75 0.66 0.85 373 1606088 99 8 59 32 189
PDB_01105 0.75 0.68 0.84 366 1433533 107 4 68 35 174
PDB_01120 0.78 0.72 0.85 378 1204681 101 9 60 32 149
PDB_01273 0.78 0.73 0.84 358 1117834 110 9 59 42 133

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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.