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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 ContextFold - scored lower in this pairwise comparison

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


Overview

Metric PETfold_pre2.0(seed) ContextFold
MCC 0.761 > 0.728
Average MCC ± 95% Confidence Intervals 0.764 ± 0.022 > 0.733 ± 0.047
Sensitivity 0.731 > 0.690
Positive Predictive Value 0.793 > 0.769
Total TP 28948 > 27302
Total TN 111272158 < 111273179
Total FP 11845 > 9958
Total FP CONTRA 1174 < 1385
Total FP INCONS 6382 < 6796
Total FP COMP 4289 > 1777
Total FN 10643 < 12289
P-value 3.56938820447e-08

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Performance plots


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

  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 ContextFold).

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

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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 ContextFold - scored lower in this pairwise comparison

1. Total counts & total scores for ContextFold

Total Base Pair Counts
Total TP 27302
Total TN 111273179
Total FP 9958
Total FP CONTRA 1385
Total FP INCONS 6796
Total FP COMP 1777
Total FN 12289
Total Scores
MCC 0.728
Average MCC ± 95% Confidence Intervals 0.733 ± 0.047
Sensitivity 0.690
Positive Predictive Value 0.769
Nr of predictions 83

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.95 0.92 0.98 423 1085170 15 3 5 7 35
CRW_00034 0.91 0.89 0.93 421 1141864 43 16 15 12 53
CRW_00048 0.94 0.90 0.98 421 1170787 8 3 4 1 49
CRW_00054 0.94 0.90 0.97 412 1107393 12 2 9 1 44
CRW_00059 0.91 0.88 0.95 416 1172309 22 2 19 1 57
CRW_00061 0.94 0.90 0.97 429 1181511 14 7 6 1 47
CRW_00068 0.95 0.92 0.99 421 1108878 11 2 4 5 36
CRW_00096 0.96 0.92 0.99 430 1178445 8 0 5 3 35
CRW_00140 0.93 0.90 0.97 415 1135850 16 2 11 3 48
CRW_00141 0.93 0.89 0.97 426 1201584 22 4 11 7 50
CRW_00150 0.85 0.81 0.90 376 1152502 48 6 37 5 90
CRW_00152 0.91 0.87 0.95 412 1179984 23 8 12 3 59
CRW_00166 0.95 0.91 0.99 427 1190763 11 0 6 5 41
CRW_00173 0.78 0.71 0.85 318 1082280 60 6 52 2 127
CRW_00177 0.92 0.88 0.97 417 1178448 25 2 13 10 56
CRW_00196 0.94 0.89 1.00 424 1207810 4 1 0 3 51
CRW_00230 0.94 0.90 0.97 431 1198483 18 4 8 6 47
CRW_00245 0.93 0.89 0.97 404 1105911 13 2 11 0 49
CRW_00248 0.92 0.89 0.96 433 1218688 25 3 17 5 51
CRW_00250 0.94 0.91 0.98 435 1198481 12 4 6 2 43
CRW_00256 0.86 0.80 0.91 376 1192327 51 4 33 14 92
CRW_00270 0.91 0.86 0.95 391 1111876 31 0 19 12 64
CRW_00271 0.92 0.88 0.98 405 1122336 12 2 8 2 57
CRW_00273 0.91 0.86 0.97 383 1085207 14 1 10 3 63
CRW_00275 0.94 0.90 0.98 412 1114849 15 3 7 5 45
CRW_00277 0.83 0.79 0.87 359 1110384 57 9 43 5 94
CRW_00278 0.77 0.70 0.84 316 1129880 68 9 51 8 134
CRW_00279 0.89 0.84 0.94 389 1180004 36 4 19 13 75
CRW_00280 0.92 0.88 0.95 398 1117843 21 4 15 2 55
CRW_00281 0.92 0.87 0.96 405 1144919 21 2 15 4 59
CRW_00283 0.75 0.69 0.81 298 1015659 88 12 56 20 134
CRW_00284 0.85 0.80 0.89 365 1131352 48 0 43 5 91
CRW_00285 0.95 0.91 0.99 416 1117839 7 2 3 2 42
CRW_00289 0.85 0.80 0.90 382 1189229 44 4 38 2 94
CRW_00292 0.76 0.70 0.81 325 1123851 81 12 62 7 136
CRW_00298 0.38 0.35 0.41 173 1620475 275 37 215 23 321
CRW_00301 0.51 0.47 0.55 245 1762058 245 26 174 45 274
CRW_00306 0.37 0.36 0.37 168 1445399 304 63 220 21 294
CRW_00310 0.49 0.47 0.52 243 1805487 271 31 189 51 278
CRW_00326 0.58 0.54 0.63 271 1627677 194 30 132 32 231
CRW_00330 0.47 0.45 0.49 232 1988538 308 45 200 63 285
CRW_00332 0.50 0.46 0.54 218 1769618 245 34 151 60 259
CRW_00333 0.36 0.33 0.40 171 1892055 315 40 219 56 343
CRW_00345 0.39 0.38 0.41 187 1586412 289 48 224 17 311
CRW_00346 0.36 0.34 0.38 172 1584635 308 55 228 25 329
CRW_00348 0.46 0.44 0.49 219 1615055 262 39 190 33 284
CRW_00358 0.46 0.45 0.47 227 1674887 268 53 198 17 280
CRW_00366 0.45 0.42 0.48 202 1579334 251 36 181 34 280
CRW_00370 0.37 0.35 0.39 176 1640316 302 35 239 28 330
CRW_00371 0.56 0.53 0.58 263 1611460 230 33 154 43 233
CRW_00372 0.47 0.45 0.49 225 1625846 264 44 191 29 273
CRW_00379 0.62 0.59 0.65 314 2126472 237 36 131 70 220
CRW_00386 0.39 0.38 0.39 197 1750754 338 55 250 33 318
CRW_00403 0.51 0.48 0.55 222 1606122 262 30 154 78 242
CRW_00411 0.55 0.52 0.59 257 1615067 222 34 145 43 239
CRW_00414 0.43 0.41 0.44 205 1665761 293 45 214 34 290
CRW_00466 0.95 0.92 0.98 421 1116336 10 3 5 2 37
CRW_00589 0.84 0.79 0.90 350 1094071 49 3 36 10 95
CRW_00590 0.85 0.79 0.91 358 1119364 45 3 31 11 94
CRW_00591 0.92 0.88 0.96 393 1098492 32 6 12 14 53
CRW_00598 0.31 0.29 0.34 144 1665799 323 40 242 41 347
CRW_00758 0.46 0.45 0.48 217 1640313 290 20 216 54 266
CRW_00759 0.40 0.38 0.42 181 1636714 284 45 205 34 300
CRW_00760 0.41 0.39 0.43 189 1638513 310 51 202 57 297
CRW_00763 0.75 0.69 0.82 306 1215649 111 12 53 46 140
CRW_00772 0.71 0.65 0.79 262 945667 95 9 62 24 142
CRW_00778 0.71 0.64 0.79 246 1201714 124 13 52 59 138
CRW_00789 0.85 0.80 0.91 357 1137392 54 3 34 17 90
CRW_00795 0.65 0.59 0.71 232 1152596 140 14 79 47 162
CRW_00800 0.83 0.77 0.89 361 1401569 111 5 40 66 109
CRW_00849 0.93 0.90 0.96 425 1117816 31 1 18 12 45
CRW_00997 0.92 0.90 0.95 419 1135835 28 6 18 4 45
CRW_01153 0.41 0.40 0.43 199 1606068 288 37 224 27 304
CRW_01171 0.50 0.47 0.53 237 1593555 238 35 178 25 269
CRW_01300 0.38 0.36 0.40 185 1693252 309 52 231 26 330
CRW_01343 0.82 0.76 0.89 328 977531 59 6 36 17 106
PDB_00703 0.87 0.79 0.96 392 1073435 37 4 14 19 103
PDB_00854 0.90 0.85 0.95 455 1500298 52 7 18 27 80
PDB_01088 0.85 0.78 0.93 426 1471011 64 4 29 31 121
PDB_01103 0.86 0.81 0.91 455 1606027 68 3 43 22 107
PDB_01105 0.90 0.85 0.96 459 1433493 36 3 16 17 81
PDB_01120 0.88 0.80 0.97 422 1204693 33 2 11 20 105
PDB_01273 0.86 0.78 0.94 385 1117852 50 4 19 27 106

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