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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 CentroidAlifold(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for PETfold_pre2.0(seed) & CentroidAlifold(20) [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(seed) CentroidAlifold(20)
MCC 0.760 > 0.726
Average MCC ± 95% Confidence Intervals 0.763 ± 0.022 > 0.718 ± 0.036
Sensitivity 0.730 > 0.614
Positive Predictive Value 0.792 < 0.860
Total TP 26994 > 22679
Total TN 104336380 < 104344087
Total FP 11076 > 5560
Total FP CONTRA 1094 > 629
Total FP INCONS 5998 > 3071
Total FP COMP 3984 > 1860
Total FN 9970 < 14285
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(seed) and CentroidAlifold(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(seed) and CentroidAlifold(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(seed) and CentroidAlifold(20)).

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

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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 26994
Total TN 104336380
Total FP 11076
Total FP CONTRA 1094
Total FP INCONS 5998
Total FP COMP 3984
Total FN 9970
Total Scores
MCC 0.760
Average MCC ± 95% Confidence Intervals 0.763 ± 0.022
Sensitivity 0.730
Positive Predictive Value 0.792
Nr of predictions 77

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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_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_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_00772 0.79 0.76 0.81 309 945618 130 6 67 57 95
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_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
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 CentroidAlifold(20) - scored lower in this pairwise comparison

1. Total counts & total scores for CentroidAlifold(20)

Total Base Pair Counts
Total TP 22679
Total TN 104344087
Total FP 5560
Total FP CONTRA 629
Total FP INCONS 3071
Total FP COMP 1860
Total FN 14285
Total Scores
MCC 0.726
Average MCC ± 95% Confidence Intervals 0.718 ± 0.036
Sensitivity 0.614
Positive Predictive Value 0.860
Nr of predictions 77

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2. Individual counts for CentroidAlifold(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.91 0.86 0.95 394 1085188 51 6 13 32 64
CRW_00034 0.83 0.77 0.90 365 1141911 54 9 31 14 109
CRW_00048 0.86 0.80 0.93 374 1170812 45 10 19 16 96
CRW_00054 0.86 0.80 0.93 364 1107423 43 10 19 14 92
CRW_00059 0.85 0.78 0.93 368 1172351 42 9 18 15 105
CRW_00061 0.86 0.80 0.92 380 1181542 47 10 21 16 96
CRW_00068 0.85 0.80 0.91 365 1108906 48 11 23 14 92
CRW_00096 0.86 0.78 0.95 363 1178497 43 4 16 23 102
CRW_00140 0.86 0.80 0.92 372 1135875 46 11 20 15 91
CRW_00141 0.85 0.78 0.93 371 1201625 47 10 19 18 105
CRW_00150 0.86 0.80 0.92 372 1152515 48 10 24 14 94
CRW_00152 0.84 0.77 0.91 364 1180015 52 13 24 15 107
CRW_00166 0.86 0.78 0.94 364 1190809 45 4 19 22 104
CRW_00173 0.80 0.75 0.86 332 1082272 67 11 41 15 113
CRW_00177 0.83 0.75 0.92 356 1178493 48 7 24 17 117
CRW_00196 0.86 0.79 0.94 377 1207832 45 8 18 19 98
CRW_00230 0.86 0.79 0.94 378 1198524 39 8 16 15 100
CRW_00245 0.87 0.81 0.93 367 1105932 46 9 20 17 86
CRW_00248 0.85 0.77 0.92 375 1218735 46 11 20 15 109
CRW_00250 0.84 0.77 0.92 370 1198524 46 11 21 14 108
CRW_00256 0.84 0.77 0.91 360 1192345 51 10 25 16 108
CRW_00270 0.86 0.80 0.92 362 1111893 46 11 20 15 93
CRW_00271 0.84 0.77 0.91 355 1122363 48 8 25 15 107
CRW_00273 0.86 0.79 0.92 354 1085218 46 8 21 17 92
CRW_00275 0.87 0.81 0.93 371 1114870 46 9 21 16 86
CRW_00277 0.85 0.78 0.91 354 1110408 50 12 21 17 99
CRW_00278 0.84 0.78 0.91 351 1129869 54 7 29 18 99
CRW_00279 0.84 0.77 0.92 357 1180030 50 8 21 21 107
CRW_00280 0.84 0.79 0.89 357 1117860 63 9 34 20 96
CRW_00281 0.84 0.77 0.92 357 1144951 49 9 24 16 107
CRW_00284 0.84 0.77 0.91 350 1131377 50 7 26 17 106
CRW_00285 0.83 0.77 0.90 353 1117869 56 11 27 18 105
CRW_00289 0.82 0.75 0.91 356 1189260 53 9 28 16 120
CRW_00298 0.52 0.37 0.72 183 1620647 90 6 64 20 311
CRW_00301 0.47 0.34 0.64 178 1762223 133 11 91 31 341
CRW_00306 0.52 0.37 0.73 171 1445616 97 6 57 34 291
CRW_00310 0.49 0.37 0.66 192 1805657 126 13 88 25 329
CRW_00326 0.57 0.40 0.80 201 1627859 78 6 44 28 301
CRW_00330 0.51 0.37 0.71 190 1988747 113 10 68 35 327
CRW_00332 0.48 0.34 0.67 161 1769781 123 8 71 44 316
CRW_00333 0.43 0.30 0.61 155 1892229 131 20 81 30 359
CRW_00345 0.51 0.36 0.72 181 1586621 96 8 61 27 317
CRW_00346 0.53 0.38 0.74 192 1584829 102 6 63 33 309
CRW_00348 0.54 0.40 0.72 200 1615226 107 10 67 30 303
CRW_00358 0.53 0.39 0.73 196 1675098 99 8 63 28 311
CRW_00366 0.52 0.37 0.71 180 1579501 100 8 64 28 302
CRW_00370 0.58 0.41 0.83 208 1640515 64 4 39 21 298
CRW_00371 0.55 0.40 0.75 199 1611646 93 8 57 28 297
CRW_00372 0.50 0.37 0.69 182 1626042 112 11 71 30 316
CRW_00379 0.49 0.33 0.72 176 2126710 109 5 62 42 358
CRW_00386 0.51 0.35 0.73 182 1751006 96 7 61 28 333
CRW_00403 0.52 0.39 0.70 180 1606270 126 11 67 48 284
CRW_00411 0.51 0.38 0.68 189 1615224 117 8 82 27 307
CRW_00414 0.48 0.34 0.67 170 1665972 109 11 72 26 325
CRW_00466 0.86 0.79 0.93 364 1116372 45 9 20 16 94
CRW_00589 0.86 0.78 0.94 347 1094091 45 2 20 23 98
CRW_00590 0.86 0.79 0.93 359 1119369 53 3 25 25 93
CRW_00591 0.86 0.79 0.92 354 1098520 55 6 23 26 92
CRW_00598 0.49 0.34 0.70 169 1665982 103 5 69 29 322
CRW_00758 0.52 0.38 0.72 184 1640510 108 6 66 36 299
CRW_00759 0.51 0.38 0.69 181 1636884 113 8 72 33 300
CRW_00760 0.52 0.37 0.74 180 1638713 102 7 55 40 306
CRW_00772 0.79 0.73 0.85 295 945652 81 5 48 28 109
CRW_00789 0.83 0.76 0.91 340 1137411 63 5 30 28 107
CRW_00795 0.80 0.72 0.88 284 1152598 97 3 36 58 110
CRW_00849 0.82 0.76 0.88 357 1117854 65 10 39 16 113
CRW_00997 0.85 0.80 0.91 369 1135873 50 13 23 14 95
CRW_01153 0.50 0.36 0.69 179 1606270 108 8 71 29 324
CRW_01171 0.49 0.36 0.67 183 1593733 116 11 78 27 323
CRW_01300 0.55 0.40 0.76 205 1693451 88 6 58 24 310
PDB_00703 0.81 0.70 0.92 348 1073468 55 8 21 26 147
PDB_00854 0.77 0.65 0.90 348 1500393 73 4 33 36 187
PDB_01088 0.75 0.62 0.90 341 1471090 76 2 37 37 206
PDB_01103 0.77 0.64 0.92 361 1606134 59 8 25 26 201
PDB_01105 0.78 0.66 0.92 359 1433581 59 2 29 28 181
PDB_01120 0.79 0.68 0.92 357 1204739 53 7 25 21 170
PDB_01273 0.80 0.69 0.91 341 1117886 62 6 27 29 150

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