CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of Sfold - scored higher in this pairwise comparison

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

  5. Compile and download dataset for Sfold & McQFold [.zip] - may take several seconds...


Overview

Metric Sfold McQFold
MCC 0.526 > 0.443
Average MCC ± 95% Confidence Intervals 0.707 ± 0.049 > 0.671 ± 0.054
Sensitivity 0.446 > 0.348
Positive Predictive Value 0.620 > 0.564
Total TP 2737 > 2134
Total TN 13412388 < 13413021
Total FP 1869 > 1751
Total FP CONTRA 252 > 143
Total FP INCONS 1428 < 1507
Total FP COMP 189 > 101
Total FN 3393 < 3996
P-value 3.56938820447e-08

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Performance plots


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Performance of Sfold - scored higher in this pairwise comparison

1. Total counts & total scores for Sfold

Total Base Pair Counts
Total TP 2737
Total TN 13412388
Total FP 1869
Total FP CONTRA 252
Total FP INCONS 1428
Total FP COMP 189
Total FN 3393
Total Scores
MCC 0.526
Average MCC ± 95% Confidence Intervals 0.707 ± 0.049
Sensitivity 0.446
Positive Predictive Value 0.620
Nr of predictions 120

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2K5Z_A - 1.00 1.00 1.00 11 395 0 0 0 0 0
2K63_A - 0.95 0.90 1.00 9 397 0 0 0 0 1
2K66_A - 0.95 0.90 1.00 9 222 0 0 0 0 1
2KD8_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
2KDQ_B 0.95 0.91 1.00 10 396 0 0 0 0 1
2KE6_A 0.92 0.89 0.94 17 1110 2 0 1 1 2
2KEZ_A - 0.89 0.80 1.00 8 268 0 0 0 0 2
2KFC_A - -0.02 0.00 0.00 0 623 7 0 7 0 20
2KGP_A - 1.00 1.00 1.00 9 291 1 0 0 1 0
2KMJ_A - 1.00 1.00 1.00 11 367 0 0 0 0 0
2KPV_A - 0.96 0.92 1.00 12 549 0 0 0 0 1
2KRL_A - 0.76 0.60 0.96 24 5126 5 0 1 4 16
2KU0_A - 0.83 0.69 1.00 11 692 0 0 0 0 5
2KUR_A 0.90 0.86 0.95 18 1109 1 0 1 0 3
2KUU_A 0.87 0.81 0.94 17 1110 2 0 1 1 4
2KUV_A 0.88 0.82 0.95 18 1109 1 0 1 0 4
2KUW_A 0.90 0.86 0.95 18 1109 1 0 1 0 3
2KX8_A 0.94 0.89 1.00 16 845 0 0 0 0 2
2KXM_A - 0.89 0.80 1.00 8 343 0 0 0 0 2
2KZL_A - 0.86 0.74 1.00 14 1471 0 0 0 0 5
2L1F_B 0.98 0.96 1.00 24 2121 0 0 0 0 1
2L1F_A 0.98 0.96 1.00 23 2057 0 0 0 0 1
2L2K_A - 0.94 0.89 1.00 17 844 0 0 0 0 2
2L3C_B - 0.91 0.82 1.00 14 547 0 0 0 0 3
2L3E_A - 0.96 0.92 1.00 12 583 1 0 0 1 1
2L3J_B 0.94 0.88 1.00 30 2455 0 0 0 0 4
2L5Z_A - 0.86 0.75 1.00 9 316 0 0 0 0 3
2L94_A 0.97 0.95 1.00 19 971 0 0 0 0 1
2LA5_A - 0.39 0.26 0.63 5 622 3 1 2 0 14
2LBS_A - 1.00 1.00 1.00 14 482 0 0 0 0 0
2LC8_A 0.45 0.35 0.58 7 1528 5 0 5 0 13
2LDL_A - 0.90 0.82 1.00 9 342 1 0 0 1 2
2LDT_A - 0.85 0.73 1.00 11 454 0 0 0 0 4
2LHP_A - 0.97 0.94 1.00 15 651 0 0 0 0 1
2LJJ_A - 1.00 1.00 1.00 8 343 2 0 0 2 0
2LK3_A - 0.95 0.90 1.00 9 267 0 0 0 0 1
2LKR_A - 0.89 0.79 1.00 31 6074 1 0 0 1 8
2LQZ_A - 0.85 0.82 0.90 9 341 1 1 0 0 2
2LWK_A - 0.88 0.85 0.92 11 484 1 0 1 0 2
2RP0_A - 0.64 0.42 1.00 5 346 0 0 0 0 7
2RPT_A - 1.00 1.00 1.00 7 183 0 0 0 0 0
2RRC_A - 0.83 0.70 1.00 7 224 0 0 0 0 3
2WDL_A - 0.41 0.34 0.50 410 3937401 411 25 385 1 794
2WRQ_Y 0.53 0.53 0.53 9 2833 13 5 3 5 8
2WW9_F - 0.69 0.70 0.70 7 290 3 0 3 0 3
2WW9_E - 0.53 0.29 1.00 4 557 0 0 0 0 10
2WW9_D - 0.29 0.12 0.75 3 1949 1 0 1 0 23
2WWQ_V 0.80 0.68 0.95 19 2906 2 0 1 1 9
2XKV_B 0.51 0.50 0.53 10 4541 23 0 9 14 10
2XQD_Y 0.77 0.67 0.90 18 2830 2 0 2 0 9
2XXA_G 0.36 0.31 0.43 13 5121 17 1 16 0 29
2Y8W_B - 1.00 1.00 1.00 6 184 1 0 0 1 0
2Y9C_V - 0.65 0.63 0.68 15 2256 8 1 6 1 9
2YIE_X - 0.58 0.33 1.00 4 1374 0 0 0 0 8
2YIE_Z - -0.01 0.00 0.00 0 1525 15 3 12 0 12
2ZY6_A - 0.58 0.58 0.58 7 691 5 1 4 0 5
2ZZM_B 0.12 0.09 0.17 3 3468 15 0 15 0 29
2ZZN_D 0.82 0.78 0.88 21 2461 3 0 3 0 6
3A2K_C 0.42 0.39 0.46 11 2902 13 2 11 0 17
3A3A_A 0.87 0.76 1.00 28 3627 0 0 0 0 9
3ADB_C - 0.62 0.55 0.70 21 4156 9 0 9 0 17
3AKZ_H 0.44 0.39 0.50 11 2679 11 2 9 0 17
3AM1_B - 0.69 0.63 0.76 22 3211 7 1 6 0 13
3AMU_B 0.70 0.59 0.84 16 2984 5 0 3 2 11
3DW4_A - -0.02 0.00 0.00 0 345 6 0 6 0 10
3G4S_9 0.51 0.39 0.69 22 7349 10 1 9 0 35
3GCA_A - 0.54 0.29 1.00 5 523 0 0 0 0 12
3GX2_A 0.72 0.55 0.96 22 4348 2 0 1 1 18
3HAY_E - 0.91 0.83 1.00 15 2263 6 0 0 6 3
3HJW_D - 0.94 0.89 1.00 16 1637 2 0 0 2 2
3IAB_R - 0.92 0.86 1.00 12 1023 0 0 0 0 2
3ID5_D - 0.49 0.33 0.75 3 492 1 0 1 0 6
3IVN_B 0.78 0.61 1.00 19 2327 0 0 0 0 12
3IWN_A 0.63 0.58 0.70 19 4251 9 0 8 1 14
3IYQ_A 0.33 0.34 0.32 32 60627 71 19 48 4 62
3IZ4_A 0.52 0.42 0.65 56 70790 31 3 27 1 76
3IZF_C 0.71 0.61 0.83 33 6863 7 0 7 0 21
3J0L_2 - 0.36 0.33 0.39 11 6188 19 2 15 2 22
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_a - 0.51 0.50 0.53 8 1113 7 3 4 0 8
3J0L_1 - 0.76 0.63 0.92 12 1212 3 0 1 2 7
3J0L_h - 0.75 0.60 0.93 26 6077 4 0 2 2 17
3J0L_7 - -0.01 0.00 0.00 0 1222 3 0 3 0 17
3J0L_g - -0.01 0.00 0.00 0 460 5 1 4 0 4
3J16_L 0.29 0.23 0.37 7 2756 12 0 12 0 23
3JYV_7 -0.01 0.00 0.00 0 2834 16 0 16 0 32
3JYX_5 - 0.35 0.32 0.39 286 5022127 525 142 310 73 607
3JYX_4 0.35 0.30 0.42 10 12222 23 3 11 9 23
3JYX_3 0.62 0.63 0.61 17 6300 19 1 10 8 10
3KIY_A - 0.43 0.34 0.55 424 4053360 352 20 324 8 817
3KTW_C - 0.74 0.63 0.87 27 4529 5 2 2 1 16
3LA5_A 0.78 0.62 1.00 21 2464 0 0 0 0 13
3NDB_M - 0.81 0.69 0.95 42 9136 3 0 2 1 19
3NKB_B - 0.64 0.54 0.78 14 1998 4 0 4 0 12
3NMU_E - 0.61 0.50 0.75 3 557 4 0 1 3 3
3NPB_A 0.77 0.65 0.91 30 6988 6 1 2 3 16
3O58_3 0.43 0.34 0.55 12 12381 17 0 10 7 23
3O58_2 0.74 0.74 0.74 28 7222 11 3 7 1 10
3OVB_D - 1.00 1.00 1.00 11 584 1 0 0 1 0
3OVS_D - 0.96 0.92 1.00 12 549 0 0 0 0 1
3P22_G - 0.96 0.92 1.00 11 730 0 0 0 0 1
3PDR_A 0.69 0.56 0.85 40 12833 9 0 7 2 32
3R4F_A - 0.96 0.92 1.00 23 2122 0 0 0 0 2
3R9X_C - 0.84 0.80 0.89 8 586 2 0 1 1 2
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.65 0.50 0.84 21 3891 4 1 3 0 21
3SIU_F - 0.85 0.73 1.00 8 370 0 0 0 0 3
3SN2_B 0.96 0.92 1.00 11 395 0 0 0 0 1
3TRZ_Z - 0.91 0.83 1.00 5 205 2 0 0 2 1
3TS0_U - 1.00 1.00 1.00 6 247 1 0 0 1 0
3TS2_V - 1.00 1.00 1.00 5 271 0 0 0 0 0
3U4M_B - 0.38 0.32 0.46 12 3134 14 0 14 0 25
3UZL_B 0.51 0.32 0.80 12 3555 3 2 1 0 25
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_2 0.16 0.15 0.17 5 11751 34 2 23 9 28
4A1C_3 0.69 0.57 0.84 31 7103 6 1 5 0 23
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.50 0.40 0.63 17 4344 11 2 8 1 25
4ENB_A 0.76 0.58 1.00 11 1264 0 0 0 0 8
4ENC_A 0.51 0.26 1.00 5 1321 0 0 0 0 14

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Performance of McQFold - scored lower in this pairwise comparison

1. Total counts & total scores for McQFold

Total Base Pair Counts
Total TP 2134
Total TN 13413021
Total FP 1751
Total FP CONTRA 143
Total FP INCONS 1507
Total FP COMP 101
Total FN 3996
Total Scores
MCC 0.443
Average MCC ± 95% Confidence Intervals 0.671 ± 0.054
Sensitivity 0.348
Positive Predictive Value 0.564
Nr of predictions 120

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2K5Z_A - 0.60 0.36 1.00 4 402 0 0 0 0 7
2K63_A - 0.95 0.90 1.00 9 397 0 0 0 0 1
2K66_A - 0.95 0.90 1.00 9 222 0 0 0 0 1
2KD8_A - 1.00 1.00 1.00 9 222 1 0 0 1 0
2KDQ_B 0.95 0.91 1.00 10 396 0 0 0 0 1
2KE6_A 0.89 0.79 1.00 15 1113 1 0 0 1 4
2KEZ_A - 0.89 0.80 1.00 8 268 0 0 0 0 2
2KFC_A - 0.49 0.25 1.00 5 625 0 0 0 0 15
2KGP_A - 0.81 0.67 1.00 6 294 1 0 0 1 3
2KMJ_A - 1.00 1.00 1.00 11 367 1 0 0 1 0
2KPV_A - 0.96 0.92 1.00 12 549 0 0 0 0 1
2KRL_A - 0.59 0.53 0.68 21 5120 13 3 7 3 19
2KU0_A - 0.75 0.56 1.00 9 694 0 0 0 0 7
2KUR_A 0.87 0.76 1.00 16 1112 0 0 0 0 5
2KUU_A 0.84 0.71 1.00 15 1113 1 0 0 1 6
2KUV_A 0.85 0.73 1.00 16 1112 0 0 0 0 6
2KUW_A 0.87 0.76 1.00 16 1112 0 0 0 0 5
2KX8_A 0.88 0.83 0.94 15 845 1 0 1 0 3
2KXM_A - 0.70 0.50 1.00 5 346 0 0 0 0 5
2KZL_A - 0.86 0.74 1.00 14 1471 1 0 0 1 5
2L1F_B 0.98 0.96 1.00 24 2121 0 0 0 0 1
2L1F_A 0.98 0.96 1.00 23 2057 0 0 0 0 1
2L2K_A - 0.97 0.95 1.00 18 843 0 0 0 0 1
2L3C_B - 0.94 0.88 1.00 15 546 0 0 0 0 2
2L3E_A - 1.00 1.00 1.00 13 582 1 0 0 1 0
2L3J_B 0.89 0.79 1.00 27 2458 0 0 0 0 7
2L5Z_A - 0.86 0.75 1.00 9 316 0 0 0 0 3
2L94_A 0.97 0.95 1.00 19 971 0 0 0 0 1
2LA5_A - 0.46 0.26 0.83 5 624 1 0 1 0 14
2LBS_A - 1.00 1.00 1.00 14 482 1 0 0 1 0
2LC8_A 0.61 0.55 0.69 11 1524 5 0 5 0 9
2LDL_A - 0.73 0.55 1.00 6 345 0 0 0 0 5
2LDT_A - 0.68 0.47 1.00 7 458 0 0 0 0 8
2LHP_A - 1.00 1.00 1.00 16 650 0 0 0 0 0
2LJJ_A - 1.00 1.00 1.00 8 343 2 0 0 2 0
2LK3_A - 0.95 0.90 1.00 9 267 0 0 0 0 1
2LKR_A - 0.51 0.46 0.58 18 6074 13 2 11 0 21
2LQZ_A - 0.91 0.91 0.91 10 340 1 1 0 0 1
2LWK_A - 0.83 0.77 0.91 10 485 2 0 1 1 3
2RP0_A - 0.64 0.42 1.00 5 346 0 0 0 0 7
2RPT_A - 1.00 1.00 1.00 7 183 0 0 0 0 0
2RRC_A - 0.70 0.50 1.00 5 226 0 0 0 0 5
2WDL_A - 0.31 0.26 0.37 308 3937383 531 27 503 1 896
2WRQ_Y 0.57 0.59 0.56 10 2832 13 5 3 5 7
2WW9_F - 0.71 0.60 0.86 6 293 1 0 1 0 4
2WW9_E - -0.01 0.00 0.00 0 556 5 0 5 0 14
2WW9_D - 0.32 0.23 0.46 6 1940 7 2 5 0 20
2WWQ_V 0.00 0.00 0.00 0 2926 0 0 0 0 28
2XKV_B 0.31 0.30 0.33 6 4542 25 1 11 13 14
2XQD_Y 0.88 0.78 1.00 21 2829 0 0 0 0 6
2XXA_G 0.27 0.24 0.32 10 5120 21 0 21 0 32
2Y8W_B - 1.00 1.00 1.00 6 184 2 0 0 2 0
2Y9C_V - 0.59 0.54 0.65 13 2258 8 1 6 1 11
2YIE_X - 0.36 0.33 0.40 4 1368 6 2 4 0 8
2YIE_Z - 0.43 0.42 0.45 5 1529 6 3 3 0 7
2ZY6_A - 0.58 0.58 0.58 7 691 5 1 4 0 5
2ZZM_B 0.21 0.19 0.24 6 3461 19 2 17 0 26
2ZZN_D 0.84 0.78 0.91 21 2462 2 0 2 0 6
3A2K_C 0.86 0.75 1.00 21 2905 0 0 0 0 7
3A3A_A 0.87 0.76 1.00 28 3627 0 0 0 0 9
3ADB_C - 0.92 0.84 1.00 32 4154 1 0 0 1 6
3AKZ_H 0.68 0.61 0.77 17 2679 6 1 4 1 11
3AM1_B - 0.91 0.83 1.00 29 3211 1 0 0 1 6
3AMU_B 0.75 0.59 0.94 16 2986 3 0 1 2 11
3DW4_A - -0.02 0.00 0.00 0 348 3 0 3 0 10
3G4S_9 0.27 0.21 0.36 12 7348 21 1 20 0 45
3GCA_A - 0.54 0.29 1.00 5 523 0 0 0 0 12
3GX2_A 0.47 0.40 0.57 16 4343 13 1 11 1 24
3HAY_E - 0.91 0.83 1.00 15 2263 3 0 0 3 3
3HJW_D - 0.88 0.83 0.94 15 1637 3 0 1 2 3
3IAB_R - 0.92 0.86 1.00 12 1023 0 0 0 0 2
3ID5_D - 0.49 0.33 0.75 3 492 6 0 1 5 6
3IVN_B 0.78 0.61 1.00 19 2327 0 0 0 0 12
3IWN_A 0.20 0.18 0.24 6 4253 19 2 17 0 27
3IYQ_A 0.28 0.31 0.26 29 60614 87 19 64 4 65
3IZ4_A 0.42 0.36 0.49 47 70780 53 6 43 4 85
3IZF_C 0.68 0.56 0.83 30 6867 6 0 6 0 24
3J0L_2 - 0.26 0.24 0.30 8 6189 21 0 19 2 25
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_a - 0.26 0.19 0.38 3 1120 5 1 4 0 13
3J0L_1 - 0.65 0.47 0.90 9 1215 3 0 1 2 10
3J0L_h - 0.65 0.49 0.88 21 6081 3 0 3 0 22
3J0L_7 - -0.01 0.00 0.00 0 1215 10 0 10 0 17
3J0L_g - -0.01 0.00 0.00 0 461 4 1 3 0 4
3J16_L 0.75 0.57 1.00 17 2758 0 0 0 0 13
3JYV_7 -0.01 0.00 0.00 0 2830 20 0 20 0 32
3JYX_5 - 0.00 0.00 0.00 0 5022865 0 0 0 0 893
3JYX_4 0.20 0.21 0.19 7 12210 33 8 21 4 26
3JYX_3 0.21 0.22 0.20 6 6298 24 9 15 0 21
3KIY_A - 0.31 0.26 0.38 317 4053291 529 22 498 9 924
3KTW_C - 0.36 0.30 0.45 13 4531 17 1 15 1 30
3LA5_A 0.78 0.62 1.00 21 2464 0 0 0 0 13
3NDB_M - 0.81 0.70 0.93 43 9134 4 1 2 1 18
3NKB_B - 0.36 0.31 0.44 8 1998 10 1 9 0 18
3NMU_E - 0.41 0.17 1.00 1 560 3 0 0 3 5
3NPB_A 0.81 0.67 0.97 31 6989 4 1 0 3 15
3O58_3 0.26 0.26 0.26 9 12368 26 10 16 0 26
3O58_2 0.83 0.71 0.96 27 7232 2 0 1 1 11
3OVB_D - 1.00 1.00 1.00 11 584 1 0 0 1 0
3OVS_D - 0.96 0.92 1.00 12 549 0 0 0 0 1
3P22_G - 0.96 0.92 1.00 11 730 0 0 0 0 1
3PDR_A 0.69 0.56 0.87 40 12834 9 0 6 3 32
3R4F_A - 0.96 0.92 1.00 23 2122 1 0 0 1 2
3R9X_C - 0.84 0.80 0.89 8 586 2 0 1 1 2
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.71 0.60 0.86 25 3887 4 0 4 0 17
3SIU_F - 0.73 0.55 1.00 6 372 0 0 0 0 5
3SN2_B 0.96 0.92 1.00 11 395 0 0 0 0 1
3TRZ_Z - 0.91 0.83 1.00 5 205 2 0 0 2 1
3TS0_U - 1.00 1.00 1.00 6 247 1 0 0 1 0
3TS2_V - 1.00 1.00 1.00 5 271 0 0 0 0 0
3U4M_B - 0.73 0.57 0.95 21 3138 1 0 1 0 16
3UZL_B 0.45 0.41 0.52 15 3541 14 0 14 0 22
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_2 0.15 0.15 0.15 5 11748 33 5 23 5 28
4A1C_3 0.25 0.22 0.29 12 7099 29 1 28 0 42
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.42 0.33 0.54 14 4345 13 1 11 1 28
4ENB_A 0.89 0.79 1.00 15 1260 0 0 0 0 4
4ENC_A 0.86 0.79 0.94 15 1310 1 1 0 0 4

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