CompaRNA - on-line benchmarks of RNA structure prediction methods
Home

Methods
Datasets
Rankings
RNA 2D Atlas

Help
FAQ

Contact us
RSS feeds
Twitter

Table of contents:

  1. Overview

  2. Performance Plots

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

  4. Performance of Fold - scored lower in this pairwise comparison

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


Overview

Metric PETfold_pre2.0(seed) Fold
MCC 0.761 > 0.383
Average MCC ± 95% Confidence Intervals 0.764 ± 0.022 > 0.385 ± 0.023
Sensitivity 0.731 > 0.388
Positive Predictive Value 0.793 > 0.379
Total TP 28948 > 15348
Total TN 111272158 > 111268176
Total FP 11845 < 28010
Total FP CONTRA 1174 < 3896
Total FP INCONS 6382 < 21242
Total FP COMP 4289 > 2872
Total FN 10643 < 24243
P-value 3.56938820447e-08

^top




Performance plots


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

  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 Fold).

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

^top





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

^top



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

^top



Performance of Fold - scored lower in this pairwise comparison

1. Total counts & total scores for Fold

Total Base Pair Counts
Total TP 15348
Total TN 111268176
Total FP 28010
Total FP CONTRA 3896
Total FP INCONS 21242
Total FP COMP 2872
Total FN 24243
Total Scores
MCC 0.383
Average MCC ± 95% Confidence Intervals 0.385 ± 0.023
Sensitivity 0.388
Positive Predictive Value 0.379
Nr of predictions 83

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.56 0.57 0.56 259 1085140 238 22 180 36 199
CRW_00034 0.62 0.63 0.61 299 1141829 219 35 153 31 175
CRW_00048 0.51 0.51 0.52 239 1170753 241 24 199 18 231
CRW_00054 0.40 0.41 0.40 185 1107355 286 30 246 10 271
CRW_00059 0.44 0.44 0.44 207 1172278 279 31 230 18 266
CRW_00061 0.54 0.54 0.54 259 1181475 236 33 186 17 217
CRW_00068 0.43 0.43 0.43 198 1108845 279 32 230 17 259
CRW_00096 0.42 0.43 0.42 200 1178403 299 28 249 22 265
CRW_00140 0.38 0.38 0.38 176 1135818 299 27 257 15 287
CRW_00141 0.53 0.53 0.54 253 1201553 246 34 185 27 223
CRW_00150 0.45 0.44 0.45 204 1152472 262 26 219 17 262
CRW_00152 0.53 0.52 0.54 246 1179962 231 33 175 23 225
CRW_00166 0.40 0.40 0.39 188 1190720 309 32 256 21 280
CRW_00173 0.28 0.28 0.28 125 1082214 333 31 286 16 320
CRW_00177 0.49 0.48 0.50 226 1178426 251 26 202 23 247
CRW_00196 0.45 0.46 0.44 219 1207740 296 42 234 20 256
CRW_00230 0.53 0.52 0.54 247 1198465 241 32 182 27 231
CRW_00245 0.37 0.37 0.37 167 1105882 297 32 247 18 286
CRW_00248 0.49 0.49 0.48 238 1218645 286 36 222 28 246
CRW_00250 0.37 0.38 0.37 181 1198432 321 48 265 8 297
CRW_00256 0.39 0.39 0.40 183 1192281 294 41 235 18 285
CRW_00270 0.54 0.54 0.54 245 1111832 232 27 182 23 210
CRW_00271 0.36 0.36 0.37 168 1122293 309 37 253 19 294
CRW_00273 0.52 0.52 0.52 233 1085151 238 41 176 21 213
CRW_00275 0.59 0.59 0.59 271 1114809 212 28 163 21 186
CRW_00277 0.32 0.32 0.32 144 1110348 313 38 265 10 309
CRW_00278 0.36 0.35 0.37 159 1129828 293 31 238 24 291
CRW_00279 0.58 0.56 0.59 262 1179969 207 27 158 22 202
CRW_00280 0.33 0.33 0.32 151 1117794 327 43 272 12 302
CRW_00281 0.53 0.52 0.53 243 1144885 238 27 186 25 221
CRW_00283 0.32 0.32 0.33 140 1015595 312 49 241 22 292
CRW_00284 0.29 0.29 0.29 130 1131315 331 40 275 16 326
CRW_00285 0.48 0.49 0.48 225 1117789 265 38 208 19 233
CRW_00289 0.51 0.50 0.52 237 1189193 251 38 185 28 239
CRW_00292 0.41 0.39 0.42 181 1123819 271 41 209 21 280
CRW_00298 0.22 0.24 0.21 118 1620334 479 100 348 31 376
CRW_00301 0.29 0.30 0.29 156 1761959 461 80 308 73 363
CRW_00306 0.09 0.09 0.08 43 1445337 532 80 390 62 419
CRW_00310 0.28 0.29 0.27 153 1805378 473 77 342 54 368
CRW_00326 0.40 0.40 0.39 203 1627589 370 67 251 52 299
CRW_00330 0.31 0.32 0.30 166 1988453 469 82 314 73 351
CRW_00332 0.19 0.21 0.18 99 1769473 516 102 347 67 378
CRW_00333 0.32 0.33 0.31 169 1891947 449 66 303 80 345
CRW_00345 0.33 0.34 0.33 171 1586345 407 61 294 52 327
CRW_00346 0.33 0.35 0.32 175 1584535 423 75 305 43 326
CRW_00348 0.28 0.28 0.27 142 1614977 433 60 324 49 361
CRW_00358 0.36 0.37 0.35 186 1674831 392 68 280 44 321
CRW_00366 0.27 0.29 0.25 138 1579211 437 87 317 33 344
CRW_00370 0.28 0.29 0.27 148 1640226 440 80 312 48 358
CRW_00371 0.34 0.35 0.33 173 1611383 414 61 293 60 323
CRW_00372 0.26 0.28 0.25 137 1625762 453 84 323 46 361
CRW_00379 0.44 0.45 0.44 241 2126401 411 60 251 100 293
CRW_00386 0.29 0.30 0.28 155 1750699 443 74 328 41 360
CRW_00403 0.33 0.34 0.33 157 1606045 425 57 269 99 307
CRW_00411 0.35 0.36 0.34 177 1614982 392 60 284 48 319
CRW_00414 0.29 0.31 0.28 152 1665688 448 68 317 63 343
CRW_00466 0.57 0.56 0.57 257 1116315 221 28 165 28 201
CRW_00589 0.30 0.30 0.31 133 1094029 317 35 263 19 312
CRW_00590 0.42 0.42 0.42 191 1119306 279 34 225 20 261
CRW_00591 0.50 0.50 0.50 222 1098458 256 20 203 33 224
CRW_00598 0.35 0.37 0.34 181 1665691 415 68 285 62 310
CRW_00758 0.25 0.26 0.24 127 1640244 444 62 333 49 356
CRW_00759 0.31 0.32 0.29 156 1636612 443 67 310 66 325
CRW_00760 0.27 0.29 0.26 140 1638417 454 75 323 56 346
CRW_00763 0.20 0.20 0.20 90 1215568 391 45 317 29 356
CRW_00772 0.25 0.25 0.25 100 945594 319 37 269 13 304
CRW_00778 0.27 0.28 0.26 107 1201617 345 45 256 44 277
CRW_00789 0.39 0.38 0.39 172 1137342 303 31 241 31 275
CRW_00795 0.32 0.33 0.30 130 1152494 342 43 254 45 264
CRW_00800 0.52 0.52 0.52 243 1401506 300 34 192 74 227
CRW_00849 0.53 0.53 0.52 250 1117779 255 29 202 24 220
CRW_00997 0.37 0.38 0.37 175 1135806 315 41 256 18 289
CRW_01153 0.36 0.37 0.35 187 1605990 391 60 291 40 316
CRW_01171 0.28 0.28 0.27 143 1593476 430 75 311 44 363
CRW_01300 0.28 0.29 0.27 150 1693165 443 63 342 38 365
CRW_01343 0.37 0.36 0.38 158 977486 272 36 221 15 276
PDB_00703 0.48 0.46 0.50 229 1073385 256 28 203 25 266
PDB_00854 0.46 0.46 0.46 246 1500244 334 36 252 46 289
PDB_01088 0.34 0.33 0.34 180 1470946 368 36 308 24 367
PDB_01103 0.44 0.44 0.44 245 1605966 343 42 275 26 317
PDB_01105 0.46 0.45 0.47 245 1433450 306 32 244 30 295
PDB_01120 0.31 0.30 0.33 158 1204643 339 37 290 12 369
PDB_01273 0.38 0.38 0.39 186 1117784 320 28 262 30 305

^top


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