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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 RNAfold - scored lower in this pairwise comparison

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


Overview

Metric PETfold_pre2.0(seed) RNAfold
MCC 0.761 > 0.391
Average MCC ± 95% Confidence Intervals 0.764 ± 0.022 > 0.392 ± 0.027
Sensitivity 0.731 > 0.392
Positive Predictive Value 0.793 > 0.389
Total TP 28948 > 15533
Total TN 111272158 > 111268760
Total FP 11845 < 26945
Total FP CONTRA 1174 < 3983
Total FP INCONS 6382 < 20386
Total FP COMP 4289 > 2576
Total FN 10643 < 24058
P-value 3.56938820447e-08

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Performance plots


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

  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 RNAfold).

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

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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 RNAfold - scored lower in this pairwise comparison

1. Total counts & total scores for RNAfold

Total Base Pair Counts
Total TP 15533
Total TN 111268760
Total FP 26945
Total FP CONTRA 3983
Total FP INCONS 20386
Total FP COMP 2576
Total FN 24058
Total Scores
MCC 0.391
Average MCC ± 95% Confidence Intervals 0.392 ± 0.027
Sensitivity 0.392
Positive Predictive Value 0.389
Nr of predictions 83

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.78 0.76 0.79 350 1085158 132 17 76 39 108
CRW_00034 0.63 0.63 0.63 300 1141838 201 31 147 23 174
CRW_00048 0.35 0.35 0.36 164 1170755 315 33 263 19 306
CRW_00054 0.53 0.52 0.54 238 1107379 215 34 165 16 218
CRW_00059 0.60 0.60 0.61 283 1172280 205 23 160 22 190
CRW_00061 0.53 0.53 0.53 252 1181474 240 37 190 13 224
CRW_00068 0.46 0.46 0.46 210 1108845 266 27 223 16 247
CRW_00096 0.47 0.47 0.47 220 1178412 266 29 219 18 245
CRW_00140 0.59 0.58 0.59 270 1135819 209 32 157 20 193
CRW_00141 0.59 0.58 0.61 277 1201568 204 13 167 24 199
CRW_00150 0.39 0.38 0.39 179 1152463 296 36 243 17 287
CRW_00152 0.54 0.53 0.55 249 1179962 229 32 173 24 222
CRW_00166 0.47 0.46 0.47 217 1190733 262 26 220 16 251
CRW_00173 0.29 0.29 0.29 131 1082204 330 37 284 9 314
CRW_00177 0.42 0.42 0.42 197 1178408 288 34 241 13 276
CRW_00196 0.44 0.44 0.44 208 1207762 286 29 236 21 267
CRW_00230 0.56 0.54 0.57 259 1198471 217 29 167 21 219
CRW_00245 0.39 0.39 0.39 176 1105876 287 34 242 11 277
CRW_00248 0.57 0.57 0.58 276 1218664 233 24 177 32 208
CRW_00250 0.40 0.40 0.40 190 1198454 296 51 231 14 288
CRW_00256 0.41 0.41 0.42 190 1192286 279 40 224 15 278
CRW_00270 0.38 0.37 0.40 170 1111856 279 38 222 19 285
CRW_00271 0.49 0.48 0.50 224 1122302 241 35 190 16 238
CRW_00273 0.55 0.54 0.55 240 1085168 217 29 164 24 206
CRW_00275 0.50 0.49 0.51 226 1114829 235 24 192 19 231
CRW_00277 0.37 0.37 0.37 169 1110340 304 41 245 18 284
CRW_00278 0.42 0.41 0.43 186 1129828 264 31 211 22 264
CRW_00279 0.35 0.34 0.35 157 1179973 303 36 250 17 307
CRW_00280 0.50 0.49 0.50 222 1117818 233 28 192 13 231
CRW_00281 0.30 0.30 0.29 138 1144872 346 41 290 15 326
CRW_00283 0.28 0.28 0.29 120 1015605 317 42 258 17 312
CRW_00284 0.28 0.27 0.28 124 1131316 333 36 284 13 332
CRW_00285 0.63 0.62 0.63 284 1117810 186 24 142 20 174
CRW_00289 0.39 0.38 0.40 181 1189200 291 36 236 19 295
CRW_00292 0.30 0.30 0.31 136 1123816 309 46 252 11 325
CRW_00298 0.17 0.18 0.16 88 1620349 501 88 375 38 406
CRW_00301 0.30 0.31 0.29 160 1761955 447 75 313 59 359
CRW_00306 0.26 0.26 0.25 121 1445372 410 63 294 53 341
CRW_00310 0.26 0.27 0.25 143 1805381 466 88 338 40 378
CRW_00326 0.38 0.38 0.37 190 1627600 364 68 252 44 312
CRW_00330 0.31 0.32 0.30 165 1988473 454 70 307 77 352
CRW_00332 0.24 0.25 0.22 121 1769478 461 108 314 39 356
CRW_00333 0.33 0.33 0.32 171 1891953 432 77 284 71 343
CRW_00345 0.35 0.36 0.33 181 1586320 404 77 293 34 317
CRW_00346 0.31 0.32 0.29 162 1584535 419 78 315 26 339
CRW_00348 0.24 0.24 0.24 123 1614984 435 64 332 39 380
CRW_00358 0.39 0.39 0.38 199 1674839 381 67 260 54 308
CRW_00366 0.35 0.36 0.33 174 1579233 393 84 262 47 308
CRW_00370 0.26 0.27 0.25 136 1640229 442 80 321 41 370
CRW_00371 0.33 0.33 0.32 166 1611391 395 72 281 42 330
CRW_00372 0.35 0.36 0.35 181 1625783 379 70 272 37 317
CRW_00379 0.42 0.43 0.41 227 2126398 426 63 265 98 307
CRW_00386 0.25 0.27 0.24 137 1750683 473 87 349 37 378
CRW_00403 0.31 0.33 0.29 154 1606000 439 76 298 65 310
CRW_00411 0.33 0.34 0.32 169 1614974 406 78 282 46 327
CRW_00414 0.28 0.29 0.27 143 1665688 437 80 314 43 352
CRW_00466 0.61 0.59 0.62 272 1116326 195 24 143 28 186
CRW_00589 0.18 0.18 0.18 78 1094024 373 34 324 15 367
CRW_00590 0.31 0.31 0.31 138 1119315 322 37 266 19 314
CRW_00591 0.37 0.38 0.37 168 1098447 302 42 246 14 278
CRW_00598 0.34 0.36 0.33 177 1665684 417 76 288 53 314
CRW_00758 0.28 0.29 0.27 142 1640237 420 85 302 33 341
CRW_00759 0.21 0.22 0.20 105 1636621 473 79 340 54 376
CRW_00760 0.29 0.29 0.29 143 1638460 405 76 276 53 343
CRW_00763 0.22 0.21 0.22 95 1215590 376 51 284 41 351
CRW_00772 0.25 0.24 0.25 98 945608 317 41 253 23 306
CRW_00778 0.23 0.22 0.23 85 1201662 341 40 238 63 299
CRW_00789 0.36 0.36 0.36 161 1137337 307 44 244 19 286
CRW_00795 0.22 0.23 0.21 89 1152504 360 53 275 32 305
CRW_00800 0.48 0.47 0.48 223 1401508 313 43 201 69 247
CRW_00849 0.48 0.48 0.48 225 1117795 263 20 220 23 245
CRW_00997 0.62 0.61 0.62 282 1135826 195 25 145 25 182
CRW_01153 0.30 0.30 0.30 149 1606023 407 50 306 51 354
CRW_01171 0.26 0.27 0.25 136 1593470 434 80 319 35 370
CRW_01300 0.33 0.34 0.33 176 1693179 406 78 287 41 339
CRW_01343 0.37 0.37 0.38 160 977476 278 42 223 13 274
PDB_00703 0.48 0.46 0.51 228 1073395 247 19 203 25 267
PDB_00854 0.52 0.51 0.53 274 1500261 287 30 213 44 261
PDB_01088 0.37 0.36 0.38 196 1470957 345 47 270 28 351
PDB_01103 0.54 0.52 0.55 295 1605991 270 35 207 28 267
PDB_01105 0.48 0.47 0.49 254 1433456 289 27 234 28 286
PDB_01120 0.45 0.43 0.47 228 1204646 269 31 223 15 299
PDB_01273 0.49 0.47 0.50 232 1117800 256 26 202 28 259

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