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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric RNAsubopt McQFold
MCC 0.633 > 0.620
Average MCC ± 95% Confidence Intervals 0.688 ± 0.054 > 0.683 ± 0.054
Sensitivity 0.572 > 0.540
Positive Predictive Value 0.706 < 0.716
Total TP 1598 > 1509
Total TN 399328 < 399482
Total FP 776 > 691
Total FP CONTRA 92 < 94
Total FP INCONS 573 > 506
Total FP COMP 111 > 91
Total FN 1194 < 1283
P-value 4.1569883686e-08

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Performance plots


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Performance of RNAsubopt - scored higher in this pairwise comparison

1. Total counts & total scores for RNAsubopt

Total Base Pair Counts
Total TP 1598
Total TN 399328
Total FP 776
Total FP CONTRA 92
Total FP INCONS 573
Total FP COMP 111
Total FN 1194
Total Scores
MCC 0.633
Average MCC ± 95% Confidence Intervals 0.688 ± 0.054
Sensitivity 0.572
Positive Predictive Value 0.706
Nr of predictions 117

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2K5Z_A - 0.95 0.91 1.00 10 396 0 0 0 0 1
2K63_A - 0.89 0.80 1.00 8 398 0 0 0 0 2
2K66_A - 0.95 0.90 1.00 9 222 0 0 0 0 1
2KD8_A - 0.88 0.78 1.00 7 224 0 0 0 0 2
2KDQ_B 0.95 0.91 1.00 10 396 0 0 0 0 1
2KE6_A 0.86 0.84 0.89 16 1110 3 0 2 1 3
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 0 0 0 0 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 - 0.52 0.43 0.65 17 5125 12 3 6 3 23
2KU0_A - 0.83 0.69 1.00 11 692 0 0 0 0 5
2KUR_A 0.85 0.81 0.89 17 1109 2 0 2 0 4
2KUU_A 0.82 0.76 0.89 16 1110 3 0 2 1 5
2KUV_A 0.83 0.77 0.89 17 1109 2 0 2 0 5
2KUW_A 0.90 0.86 0.95 18 1109 1 0 1 0 3
2KX8_A 0.91 0.83 1.00 15 846 0 0 0 0 3
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 0.94 0.88 1.00 22 2123 0 0 0 0 3
2L1F_A 0.93 0.88 1.00 21 2059 0 0 0 0 3
2L2K_A - 0.94 0.89 1.00 17 844 0 0 0 0 2
2L3C_B - 0.87 0.76 1.00 13 548 0 0 0 0 4
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 -0.01 0.00 0.00 0 1525 15 2 13 0 20
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 - 0.81 0.77 0.86 30 6070 9 0 5 4 9
2LQZ_A - 0.85 0.82 0.90 9 341 1 1 0 0 2
2LWK_A - 0.83 0.77 0.91 10 485 1 0 1 0 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 - 0.83 0.70 1.00 7 224 0 0 0 0 3
2WRQ_Y 0.57 0.59 0.56 10 2832 12 5 3 4 7
2WW9_F - 0.59 0.60 0.60 6 290 4 0 4 0 4
2WW9_D - 0.15 0.12 0.21 3 1939 11 4 7 0 23
2WW9_E - -0.01 0.00 0.00 0 556 5 0 5 0 14
2WWQ_V 0.76 0.68 0.86 19 2904 5 0 3 2 9
2XKV_B 0.51 0.50 0.53 10 4541 23 0 9 14 10
2XQD_Y 0.75 0.67 0.86 18 2829 3 0 3 0 9
2XXA_G 0.47 0.43 0.53 18 5117 16 1 15 0 24
2Y8W_B - 1.00 1.00 1.00 6 184 1 0 0 1 0
2Y9C_V - 0.66 0.63 0.71 15 2257 8 1 5 2 9
2YIE_X - 0.82 0.67 1.00 8 1370 3 0 0 3 4
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 0.23 0.22 0.26 7 3459 20 2 18 0 25
2ZZN_D 0.48 0.44 0.52 12 2462 11 1 10 0 15
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 - 0.92 0.84 1.00 32 4154 0 0 0 0 6
3AKZ_H 0.39 0.36 0.43 10 2678 13 2 11 0 18
3AM1_B - 0.91 0.83 1.00 29 3211 0 0 0 0 6
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 0.28 0.23 0.35 13 7344 24 1 23 0 44
3GCA_A - 0.54 0.29 1.00 5 523 0 0 0 0 12
3GX2_A 0.44 0.38 0.54 15 4343 14 1 12 1 25
3HAY_E - 0.91 0.83 1.00 15 2263 3 0 0 3 3
3HJW_D - 0.91 0.83 1.00 15 1638 2 0 0 2 3
3IAB_R - 0.92 0.86 1.00 12 1023 0 0 0 0 2
3ID5_D - 0.40 0.33 0.50 3 490 5 0 3 2 6
3IVN_B 0.76 0.58 1.00 18 2328 0 0 0 0 13
3IWN_A 0.63 0.58 0.70 19 4251 9 0 8 1 14
3IYQ_A 0.33 0.36 0.30 34 60614 82 17 61 4 60
3IZ4_A 0.51 0.47 0.56 62 70766 49 8 40 1 70
3IZF_C 0.70 0.61 0.80 33 6862 8 1 7 0 21
3J0L_h - 0.75 0.60 0.93 26 6077 4 0 2 2 17
3J0L_1 - 0.76 0.63 0.92 12 1212 2 0 1 1 7
3J0L_2 - 0.25 0.24 0.28 8 6187 25 0 21 4 25
3J0L_g - -0.01 0.00 0.00 0 460 5 1 4 0 4
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_a - 0.35 0.31 0.42 5 1116 7 1 6 0 11
3J0L_7 - -0.01 0.00 0.00 0 1213 12 0 12 0 17
3J16_L 0.41 0.37 0.48 11 2752 12 1 11 0 19
3JYV_7 -0.01 0.00 0.00 0 2829 21 0 21 0 32
3JYX_4 0.19 0.21 0.17 7 12204 38 11 24 3 26
3JYX_3 0.63 0.63 0.63 17 6301 21 1 9 11 10
3KTW_C - 0.75 0.65 0.88 28 4528 5 2 2 1 15
3LA5_A 0.78 0.62 1.00 21 2464 0 0 0 0 13
3NDB_M - 0.77 0.69 0.86 42 9131 8 0 7 1 19
3NKB_B - 0.57 0.50 0.65 13 1996 7 0 7 0 13
3NMU_E - 0.54 0.50 0.60 3 556 5 0 2 3 3
3NPB_A 0.75 0.65 0.86 30 6986 7 1 4 2 16
3O58_3 0.34 0.34 0.34 12 12368 34 2 21 11 23
3O58_2 0.72 0.74 0.70 28 7220 13 4 8 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 0.75 0.63 0.90 45 12830 7 1 4 2 27
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 0.61 0.50 0.75 21 3888 7 1 6 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 1 0 0 1 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 0.48 0.38 0.61 14 3547 9 0 9 0 23
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_2 0.14 0.15 0.13 5 11742 43 5 29 9 28
4A1C_3 0.70 0.59 0.82 32 7101 7 1 6 0 22
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.52 0.43 0.64 18 4343 11 2 8 1 24
4ENB_A 0.70 0.58 0.85 11 1262 2 1 1 0 8
4ENC_A 0.32 0.26 0.42 5 1314 7 0 7 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 1509
Total TN 399482
Total FP 691
Total FP CONTRA 94
Total FP INCONS 506
Total FP COMP 91
Total FN 1283
Total Scores
MCC 0.620
Average MCC ± 95% Confidence Intervals 0.683 ± 0.054
Sensitivity 0.540
Positive Predictive Value 0.716
Nr of predictions 117

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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
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_D - 0.32 0.23 0.46 6 1940 7 2 5 0 20
2WW9_E - -0.01 0.00 0.00 0 556 5 0 5 0 14
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_h - 0.65 0.49 0.88 21 6081 3 0 3 0 22
3J0L_1 - 0.65 0.47 0.90 9 1215 3 0 1 2 10
3J0L_2 - 0.26 0.24 0.30 8 6189 21 0 19 2 25
3J0L_g - -0.01 0.00 0.00 0 461 4 1 3 0 4
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_7 - -0.01 0.00 0.00 0 1215 10 0 10 0 17
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_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
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.