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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 ProbKnot - scored lower in this pairwise comparison

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


Overview

Metric PETfold_pre2.0(seed) ProbKnot
MCC 0.761 > 0.404
Average MCC ± 95% Confidence Intervals 0.764 ± 0.022 > 0.406 ± 0.025
Sensitivity 0.731 > 0.399
Positive Predictive Value 0.793 > 0.409
Total TP 28948 > 15813
Total TN 111272158 > 111269962
Total FP 11845 < 26046
Total FP CONTRA 1174 < 3869
Total FP INCONS 6382 < 19018
Total FP COMP 4289 > 3159
Total FN 10643 < 23778
P-value 3.56938820447e-08

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Performance plots


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

  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 ProbKnot).

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

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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 ProbKnot - scored lower in this pairwise comparison

1. Total counts & total scores for ProbKnot

Total Base Pair Counts
Total TP 15813
Total TN 111269962
Total FP 26046
Total FP CONTRA 3869
Total FP INCONS 19018
Total FP COMP 3159
Total FN 23778
Total Scores
MCC 0.404
Average MCC ± 95% Confidence Intervals 0.406 ± 0.025
Sensitivity 0.399
Positive Predictive Value 0.409
Nr of predictions 83

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.69 0.68 0.70 312 1085154 184 22 113 49 146
CRW_00034 0.65 0.64 0.66 305 1141852 193 33 126 34 169
CRW_00048 0.48 0.46 0.51 215 1170796 225 31 173 21 255
CRW_00054 0.42 0.41 0.43 186 1107383 267 27 220 20 270
CRW_00059 0.50 0.48 0.52 225 1172311 230 27 183 20 248
CRW_00061 0.43 0.42 0.44 201 1181493 284 39 220 25 275
CRW_00068 0.45 0.43 0.47 198 1108880 243 33 194 16 259
CRW_00096 0.49 0.48 0.50 222 1178435 246 25 198 23 243
CRW_00140 0.41 0.40 0.41 185 1135829 286 31 233 22 278
CRW_00141 0.54 0.52 0.55 248 1201576 229 30 171 28 228
CRW_00150 0.44 0.42 0.45 198 1152481 263 27 215 21 268
CRW_00152 0.58 0.56 0.60 265 1179971 202 39 141 22 206
CRW_00166 0.42 0.41 0.44 190 1190764 263 30 212 21 278
CRW_00173 0.27 0.26 0.27 115 1082237 320 30 274 16 330
CRW_00177 0.48 0.46 0.51 219 1178447 241 25 189 27 254
CRW_00196 0.49 0.48 0.50 229 1207778 250 33 195 22 246
CRW_00230 0.56 0.53 0.59 255 1198497 206 24 150 32 223
CRW_00245 0.40 0.40 0.41 179 1105891 278 32 226 20 274
CRW_00248 0.52 0.52 0.53 250 1218666 257 31 194 32 234
CRW_00250 0.50 0.50 0.50 238 1198447 265 46 195 24 240
CRW_00256 0.40 0.40 0.41 185 1192284 296 39 232 25 283
CRW_00270 0.53 0.53 0.54 241 1111840 228 28 177 23 214
CRW_00271 0.35 0.33 0.36 154 1122325 292 38 234 20 308
CRW_00273 0.43 0.41 0.45 183 1085197 235 32 189 14 263
CRW_00275 0.60 0.58 0.61 266 1114835 193 26 144 23 191
CRW_00277 0.36 0.35 0.37 157 1110374 282 40 224 18 296
CRW_00278 0.38 0.36 0.40 162 1129847 266 32 215 19 288
CRW_00279 0.54 0.52 0.57 243 1179987 211 33 153 25 221
CRW_00280 0.36 0.35 0.38 158 1117841 277 40 221 16 295
CRW_00281 0.58 0.56 0.59 260 1144904 208 25 152 31 204
CRW_00283 0.37 0.38 0.37 162 1015591 302 49 223 30 270
CRW_00284 0.37 0.35 0.40 159 1131362 267 28 211 28 297
CRW_00285 0.55 0.53 0.56 244 1117827 214 31 158 25 214
CRW_00289 0.49 0.48 0.50 228 1189195 264 43 187 34 248
CRW_00292 0.35 0.34 0.36 157 1123815 302 48 230 24 304
CRW_00298 0.23 0.24 0.22 119 1620359 466 89 333 44 375
CRW_00301 0.33 0.34 0.33 177 1761960 439 71 295 73 342
CRW_00306 0.18 0.19 0.18 86 1445359 473 69 336 68 376
CRW_00310 0.30 0.31 0.29 160 1805396 450 77 317 56 361
CRW_00326 0.40 0.41 0.40 207 1627588 371 65 250 56 295
CRW_00330 0.33 0.34 0.31 178 1988449 473 80 308 85 339
CRW_00332 0.18 0.19 0.17 90 1769489 491 93 349 49 387
CRW_00333 0.31 0.31 0.31 157 1891971 430 72 285 73 357
CRW_00345 0.35 0.35 0.35 173 1586376 380 60 262 58 325
CRW_00346 0.37 0.38 0.37 188 1584581 368 66 255 47 313
CRW_00348 0.30 0.30 0.31 149 1615021 383 63 270 50 354
CRW_00358 0.40 0.40 0.39 202 1674852 365 59 252 54 305
CRW_00366 0.26 0.27 0.25 130 1579227 438 85 311 42 352
CRW_00370 0.29 0.30 0.28 150 1640234 427 81 301 45 356
CRW_00371 0.39 0.39 0.40 191 1611430 345 53 236 56 305
CRW_00372 0.27 0.27 0.26 136 1625786 435 79 305 51 362
CRW_00379 0.42 0.43 0.41 229 2126396 414 75 253 86 305
CRW_00386 0.26 0.27 0.25 138 1750696 459 82 340 37 377
CRW_00403 0.31 0.31 0.31 143 1606064 418 64 257 97 321
CRW_00411 0.34 0.35 0.33 172 1614983 394 81 267 46 324
CRW_00414 0.29 0.30 0.29 149 1665709 429 66 301 62 346
CRW_00466 0.60 0.59 0.60 272 1116312 211 33 148 30 186
CRW_00589 0.31 0.30 0.32 135 1094033 316 46 246 24 310
CRW_00590 0.41 0.39 0.43 176 1119350 259 29 201 29 276
CRW_00591 0.44 0.44 0.44 198 1098453 275 46 206 23 248
CRW_00598 0.37 0.38 0.35 186 1665698 397 77 264 56 305
CRW_00758 0.32 0.32 0.32 155 1640275 399 64 272 63 328
CRW_00759 0.31 0.31 0.30 151 1636639 423 69 286 68 330
CRW_00760 0.29 0.30 0.29 146 1638444 427 68 297 62 340
CRW_00763 0.20 0.20 0.20 90 1215575 395 47 308 40 356
CRW_00772 0.22 0.22 0.22 90 945593 335 34 283 18 314
CRW_00778 0.29 0.29 0.28 112 1201627 335 46 240 49 272
CRW_00789 0.36 0.36 0.37 163 1137340 312 43 240 29 284
CRW_00795 0.34 0.34 0.33 135 1152513 326 45 228 53 259
CRW_00800 0.52 0.49 0.54 231 1401550 267 31 163 73 239
CRW_00849 0.57 0.56 0.58 263 1117810 226 18 169 39 207
CRW_00997 0.44 0.42 0.46 197 1135851 249 39 191 19 267
CRW_01153 0.29 0.30 0.28 150 1605991 434 63 324 47 353
CRW_01171 0.33 0.33 0.33 168 1593497 395 62 278 55 338
CRW_01300 0.35 0.35 0.36 182 1693209 381 68 261 52 333
CRW_01343 0.37 0.36 0.38 158 977480 279 40 223 16 276
PDB_00703 0.56 0.51 0.61 253 1073430 187 22 140 25 242
PDB_00854 0.56 0.54 0.58 288 1500280 260 33 177 50 247
PDB_01088 0.33 0.32 0.34 175 1470956 367 49 290 28 372
PDB_01103 0.61 0.58 0.64 324 1606022 220 26 156 38 238
PDB_01105 0.57 0.53 0.62 286 1433506 213 32 147 34 254
PDB_01120 0.43 0.40 0.47 211 1204677 265 29 211 25 316
PDB_01273 0.43 0.41 0.45 200 1117813 276 33 214 29 291

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