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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 CentroidFold - scored lower in this pairwise comparison

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


Overview

Metric PETfold_pre2.0(seed) CentroidFold
MCC 0.764 > 0.489
Average MCC ± 95% Confidence Intervals 0.766 ± 0.021 > 0.490 ± 0.026
Sensitivity 0.734 > 0.425
Positive Predictive Value 0.795 > 0.563
Total TP 28662 > 16616
Total TN 109145637 < 109152186
Total FP 11622 < 15214
Total FP CONTRA 1156 < 1949
Total FP INCONS 6254 < 10958
Total FP COMP 4212 > 2307
Total FN 10395 < 22441
P-value 3.56938820447e-08

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Performance plots


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

  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 CentroidFold).

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

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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 28662
Total TN 109145637
Total FP 11622
Total FP CONTRA 1156
Total FP INCONS 6254
Total FP COMP 4212
Total FN 10395
Total Scores
MCC 0.764
Average MCC ± 95% Confidence Intervals 0.766 ± 0.021
Sensitivity 0.734
Positive Predictive Value 0.795
Nr of predictions 82

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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_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 CentroidFold - scored lower in this pairwise comparison

1. Total counts & total scores for CentroidFold

Total Base Pair Counts
Total TP 16616
Total TN 109152186
Total FP 15214
Total FP CONTRA 1949
Total FP INCONS 10958
Total FP COMP 2307
Total FN 22441
Total Scores
MCC 0.489
Average MCC ± 95% Confidence Intervals 0.490 ± 0.026
Sensitivity 0.425
Positive Predictive Value 0.563
Nr of predictions 82

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.79 0.76 0.83 347 1085183 108 8 63 37 111
CRW_00034 0.68 0.66 0.71 312 1141875 159 19 110 30 162
CRW_00048 0.60 0.49 0.75 230 1170907 91 8 70 13 240
CRW_00054 0.56 0.49 0.64 223 1107466 140 16 111 13 233
CRW_00059 0.60 0.51 0.71 241 1172408 111 9 88 14 232
CRW_00061 0.64 0.57 0.72 269 1181581 110 23 80 7 207
CRW_00068 0.55 0.49 0.63 225 1108945 147 19 116 12 232
CRW_00096 0.56 0.49 0.63 228 1178519 155 15 118 22 237
CRW_00140 0.59 0.49 0.70 226 1135957 106 11 84 11 237
CRW_00141 0.63 0.56 0.70 268 1201642 136 16 99 21 208
CRW_00150 0.55 0.47 0.66 217 1152591 126 17 96 13 249
CRW_00152 0.51 0.42 0.62 200 1180095 129 14 107 8 271
CRW_00166 0.61 0.53 0.70 247 1190845 120 6 98 16 221
CRW_00173 0.35 0.31 0.39 139 1082299 226 23 195 8 306
CRW_00177 0.52 0.45 0.59 213 1178522 162 17 128 17 260
CRW_00196 0.59 0.52 0.67 247 1207869 131 18 101 12 228
CRW_00230 0.59 0.52 0.67 250 1198552 140 19 105 16 228
CRW_00245 0.56 0.49 0.65 221 1105989 128 13 105 10 232
CRW_00248 0.66 0.61 0.71 296 1218724 154 20 101 33 188
CRW_00250 0.57 0.50 0.66 237 1198568 130 20 101 9 241
CRW_00256 0.45 0.35 0.57 165 1192449 145 20 106 19 303
CRW_00270 0.67 0.57 0.79 260 1111955 83 11 60 12 195
CRW_00271 0.48 0.41 0.55 190 1122405 171 26 130 15 272
CRW_00273 0.51 0.43 0.60 194 1085280 142 14 113 15 252
CRW_00275 0.62 0.54 0.70 249 1114913 130 13 96 21 208
CRW_00277 0.48 0.36 0.64 165 1110536 105 15 79 11 288
CRW_00278 0.49 0.41 0.57 186 1129931 157 13 126 18 264
CRW_00279 0.54 0.45 0.64 209 1180088 132 19 100 13 255
CRW_00280 0.53 0.42 0.67 192 1117973 105 9 86 10 261
CRW_00281 0.62 0.57 0.68 265 1144950 146 18 108 20 199
CRW_00283 0.40 0.32 0.51 138 1015753 153 22 112 19 294
CRW_00284 0.48 0.36 0.65 162 1131511 101 11 76 14 294
CRW_00285 0.67 0.59 0.76 268 1117909 98 16 67 15 190
CRW_00289 0.61 0.55 0.68 260 1189270 143 18 105 20 216
CRW_00292 0.35 0.31 0.41 141 1123903 217 34 172 11 320
CRW_00298 0.25 0.22 0.28 109 1620517 295 50 224 21 385
CRW_00301 0.48 0.39 0.58 203 1762152 211 28 120 63 316
CRW_00306 0.29 0.26 0.32 120 1445480 309 50 200 59 342
CRW_00310 0.38 0.34 0.42 178 1805524 303 44 204 55 343
CRW_00326 0.57 0.48 0.67 240 1627752 163 19 99 45 262
CRW_00330 0.30 0.25 0.36 131 1988654 302 33 197 72 386
CRW_00332 0.25 0.22 0.28 104 1769656 299 47 214 38 373
CRW_00333 0.30 0.24 0.36 125 1892139 288 29 192 67 389
CRW_00345 0.41 0.37 0.45 186 1586456 267 40 189 38 312
CRW_00346 0.40 0.38 0.42 189 1584645 289 48 208 33 312
CRW_00348 0.37 0.31 0.44 157 1615148 235 27 171 37 346
CRW_00358 0.42 0.39 0.45 200 1674917 285 39 209 37 307
CRW_00366 0.34 0.31 0.38 150 1579355 289 44 204 41 332
CRW_00370 0.38 0.33 0.43 167 1640375 256 43 181 32 339
CRW_00371 0.47 0.39 0.56 194 1611562 196 29 125 42 302
CRW_00372 0.48 0.41 0.58 202 1625955 204 26 123 55 296
CRW_00386 0.32 0.30 0.34 156 1750800 337 47 253 37 359
CRW_00403 0.31 0.29 0.34 135 1606132 324 52 209 63 329
CRW_00411 0.42 0.35 0.49 173 1615153 226 27 150 49 323
CRW_00414 0.42 0.36 0.48 180 1665851 239 34 160 45 315
CRW_00466 0.71 0.64 0.79 292 1116394 100 14 65 21 166
CRW_00589 0.34 0.28 0.42 125 1094162 188 16 157 15 320
CRW_00590 0.37 0.32 0.43 143 1119420 207 36 157 14 309
CRW_00591 0.65 0.59 0.72 261 1098541 124 19 82 23 185
CRW_00598 0.40 0.37 0.45 180 1665823 270 42 180 48 311
CRW_00758 0.37 0.34 0.40 164 1640353 298 41 208 49 319
CRW_00759 0.34 0.28 0.42 134 1636828 232 34 149 49 347
CRW_00760 0.38 0.34 0.42 167 1638559 278 50 179 49 319
CRW_00763 0.39 0.29 0.53 130 1215775 153 18 97 38 316
CRW_00772 0.38 0.30 0.50 120 945758 137 16 106 15 284
CRW_00778 0.54 0.38 0.77 146 1201835 66 6 38 22 238
CRW_00789 0.51 0.40 0.65 179 1137510 120 5 92 23 268
CRW_00795 0.35 0.28 0.44 110 1152672 173 15 124 34 284
CRW_00800 0.58 0.49 0.69 230 1401641 149 10 94 45 240
CRW_00849 0.59 0.56 0.62 265 1117830 190 14 151 25 205
CRW_00997 0.63 0.55 0.72 256 1135921 119 15 86 18 208
CRW_01153 0.41 0.37 0.45 185 1606114 268 39 190 39 318
CRW_01171 0.46 0.41 0.52 206 1593608 228 40 151 37 300
CRW_01300 0.41 0.37 0.45 192 1693289 291 56 183 52 323
CRW_01343 0.46 0.41 0.52 176 977564 173 23 138 12 258
PDB_00703 0.55 0.49 0.61 244 1073448 180 13 140 27 251
PDB_00854 0.53 0.49 0.57 264 1500316 234 15 183 36 271
PDB_01088 0.46 0.39 0.55 215 1471076 203 25 154 24 332
PDB_01103 0.57 0.53 0.61 297 1606045 214 20 166 28 265
PDB_01105 0.62 0.57 0.68 307 1433517 177 8 139 30 233
PDB_01120 0.49 0.42 0.59 220 1204752 177 19 137 21 307
PDB_01273 0.51 0.47 0.56 229 1117849 211 14 168 29 262

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