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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 Sfold - scored lower in this pairwise comparison

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


Overview

Metric PETfold_pre2.0(seed) Sfold
MCC 0.761 > 0.449
Average MCC ± 95% Confidence Intervals 0.764 ± 0.022 > 0.450 ± 0.029
Sensitivity 0.731 > 0.397
Positive Predictive Value 0.793 > 0.508
Total TP 28948 > 15721
Total TN 111272158 < 111277686
Total FP 11845 < 17644
Total FP CONTRA 1174 < 2456
Total FP INCONS 6382 < 12799
Total FP COMP 4289 > 2389
Total FN 10643 < 23870
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(seed) and Sfold. 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 Sfold).

  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 Sfold).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and Sfold. 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 Sfold).

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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 28948
Total TN 111272158
Total FP 11845
Total FP CONTRA 1174
Total FP INCONS 6382
Total FP COMP 4289
Total FN 10643
Total Scores
MCC 0.761
Average MCC ± 95% Confidence Intervals 0.764 ± 0.022
Sensitivity 0.731
Positive Predictive Value 0.793
Nr of predictions 83

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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_00283 0.78 0.77 0.80 331 1015610 118 18 66 34 101
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_00292 0.74 0.72 0.77 332 1123817 133 22 79 32 129
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_00763 0.83 0.80 0.87 357 1215610 110 5 48 57 89
CRW_00772 0.79 0.76 0.81 309 945618 130 6 67 57 95
CRW_00778 0.84 0.83 0.85 317 1201654 139 6 48 85 67
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_00800 0.59 0.53 0.66 250 1401598 188 21 106 61 220
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
CRW_01343 0.87 0.85 0.89 367 977489 81 8 37 36 67
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 Sfold - scored lower in this pairwise comparison

1. Total counts & total scores for Sfold

Total Base Pair Counts
Total TP 15721
Total TN 111277686
Total FP 17644
Total FP CONTRA 2456
Total FP INCONS 12799
Total FP COMP 2389
Total FN 23870
Total Scores
MCC 0.449
Average MCC ± 95% Confidence Intervals 0.450 ± 0.029
Sensitivity 0.397
Positive Predictive Value 0.508
Nr of predictions 83

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2. Individual counts for Sfold [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.80 0.77 0.83 352 1085176 112 13 60 39 106
CRW_00034 0.65 0.64 0.66 304 1141856 180 27 129 24 170
CRW_00048 0.50 0.45 0.54 213 1170824 198 17 161 20 257
CRW_00054 0.48 0.43 0.54 195 1107453 185 23 145 17 261
CRW_00059 0.54 0.49 0.60 232 1172361 169 19 134 16 241
CRW_00061 0.49 0.45 0.54 215 1181555 193 31 152 10 261
CRW_00068 0.48 0.43 0.53 196 1108938 184 19 152 13 261
CRW_00096 0.59 0.55 0.63 258 1178469 180 16 137 27 207
CRW_00140 0.66 0.60 0.73 280 1135893 125 10 95 20 183
CRW_00141 0.63 0.57 0.70 272 1201636 139 16 101 22 204
CRW_00150 0.40 0.37 0.44 171 1152531 233 30 189 14 295
CRW_00152 0.67 0.61 0.74 287 1180029 118 21 79 18 184
CRW_00166 0.54 0.47 0.61 221 1190832 160 15 128 17 247
CRW_00173 0.36 0.32 0.39 144 1082291 233 16 205 12 301
CRW_00177 0.45 0.41 0.50 195 1178491 206 27 167 12 278
CRW_00196 0.47 0.44 0.50 210 1207811 232 23 191 18 265
CRW_00230 0.61 0.53 0.70 254 1198565 129 7 100 22 224
CRW_00245 0.54 0.45 0.66 202 1106023 115 16 87 12 251
CRW_00248 0.58 0.57 0.59 274 1218677 223 21 169 33 210
CRW_00250 0.50 0.46 0.54 221 1198516 206 28 161 17 257
CRW_00256 0.37 0.33 0.42 155 1192370 232 35 180 17 313
CRW_00270 0.48 0.39 0.59 178 1111985 137 19 104 14 277
CRW_00271 0.49 0.43 0.57 198 1122402 170 32 119 19 264
CRW_00273 0.55 0.50 0.61 224 1085232 162 22 123 17 222
CRW_00275 0.58 0.47 0.73 213 1114978 98 14 66 18 244
CRW_00277 0.40 0.30 0.54 136 1110544 127 18 97 12 317
CRW_00278 0.51 0.37 0.70 166 1130018 88 6 66 16 284
CRW_00279 0.61 0.54 0.69 252 1180052 131 20 92 19 212
CRW_00280 0.60 0.55 0.66 250 1117881 149 21 108 20 203
CRW_00281 0.68 0.60 0.77 279 1144977 109 11 74 24 185
CRW_00283 0.31 0.24 0.40 102 1015772 167 19 132 16 330
CRW_00284 0.42 0.33 0.53 149 1131480 147 20 111 16 307
CRW_00285 0.77 0.71 0.83 326 1117866 94 16 52 26 132
CRW_00289 0.59 0.51 0.68 241 1189298 141 19 95 27 235
CRW_00292 0.36 0.31 0.41 142 1123904 219 35 169 15 319
CRW_00298 0.19 0.17 0.21 84 1620496 355 58 262 35 410
CRW_00301 0.33 0.30 0.36 156 1762064 326 45 238 43 363
CRW_00306 0.21 0.19 0.24 88 1445476 332 57 229 46 374
CRW_00310 0.30 0.26 0.35 138 1805554 298 56 202 40 383
CRW_00326 0.46 0.37 0.56 187 1627778 175 32 113 30 315
CRW_00330 0.34 0.28 0.41 145 1988661 279 50 159 70 372
CRW_00332 0.22 0.21 0.24 102 1769589 370 75 255 40 375
CRW_00333 0.30 0.30 0.31 153 1891989 400 68 275 57 361
CRW_00345 0.40 0.35 0.45 173 1586487 244 36 175 33 325
CRW_00346 0.34 0.32 0.36 161 1584648 319 58 223 38 340
CRW_00348 0.32 0.26 0.40 129 1615184 223 34 156 33 374
CRW_00358 0.38 0.33 0.43 166 1674980 241 44 175 22 341
CRW_00366 0.36 0.35 0.36 169 1579286 334 74 224 36 313
CRW_00370 0.34 0.32 0.36 160 1640327 325 54 225 46 346
CRW_00371 0.38 0.34 0.42 171 1611504 271 50 185 36 325
CRW_00372 0.39 0.35 0.45 172 1625925 245 34 175 36 326
CRW_00379 0.44 0.34 0.58 183 2126636 205 17 117 71 351
CRW_00386 0.29 0.27 0.31 138 1750806 345 60 252 33 377
CRW_00403 0.31 0.30 0.32 137 1606104 362 58 229 75 327
CRW_00411 0.39 0.32 0.47 157 1615171 217 28 147 42 339
CRW_00414 0.33 0.29 0.38 146 1665840 278 40 199 39 349
CRW_00466 0.57 0.54 0.61 247 1116358 185 18 142 25 211
CRW_00589 0.31 0.26 0.36 116 1094139 220 19 186 15 329
CRW_00590 0.58 0.40 0.84 179 1119542 50 5 30 15 273
CRW_00591 0.60 0.56 0.65 248 1098523 153 22 110 21 198
CRW_00598 0.35 0.34 0.37 165 1665773 333 62 225 46 326
CRW_00758 0.34 0.30 0.38 147 1640380 287 42 197 48 336
CRW_00759 0.23 0.22 0.25 105 1636722 354 42 276 36 376
CRW_00760 0.33 0.27 0.39 133 1638613 257 32 177 48 353
CRW_00763 0.33 0.28 0.40 124 1215709 234 16 171 47 322
CRW_00772 0.30 0.27 0.34 108 945681 233 27 184 22 296
CRW_00778 0.42 0.29 0.62 111 1201847 113 3 64 46 273
CRW_00789 0.40 0.34 0.46 152 1137458 193 30 146 17 295
CRW_00795 0.19 0.17 0.20 68 1152586 311 44 223 44 326
CRW_00800 0.52 0.46 0.59 215 1401613 204 32 115 57 255
CRW_00849 0.50 0.48 0.52 227 1117826 230 18 189 23 243
CRW_00997 0.59 0.52 0.66 241 1135913 144 19 105 20 223
CRW_01153 0.37 0.30 0.45 152 1606193 221 35 148 38 351
CRW_01171 0.33 0.29 0.38 149 1593608 285 55 193 37 357
CRW_01300 0.39 0.34 0.45 175 1693327 254 42 176 36 340
CRW_01343 0.37 0.34 0.41 147 977541 224 31 182 11 287
PDB_00703 0.52 0.46 0.58 229 1073451 189 12 153 24 266
PDB_00854 0.54 0.49 0.60 263 1500337 220 22 156 42 272
PDB_01088 0.38 0.32 0.47 173 1471098 222 33 166 23 374
PDB_01103 0.56 0.50 0.63 280 1606082 191 20 146 25 282
PDB_01105 0.60 0.53 0.67 288 1433540 169 14 129 26 252
PDB_01120 0.55 0.44 0.70 230 1204799 110 12 87 11 297
PDB_01273 0.50 0.46 0.54 227 1117836 223 19 178 26 264

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