CompaRNA - on-line benchmarks of RNA structure prediction methods
Home

Methods
Datasets
Rankings
RNA 2D Atlas

Help
FAQ

Contact us
RSS feeds
Twitter

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 0.736 > 0.718
Average MCC ± 95% Confidence Intervals 0.768 ± 0.057 > 0.761 ± 0.055
Sensitivity 0.756 > 0.719
Positive Predictive Value 0.725 < 0.725
Total TP 1528 > 1453
Total TN 149737 < 149842
Total FP 846 > 747
Total FP CONTRA 185 < 199
Total FP INCONS 396 > 352
Total FP COMP 265 > 196
Total FN 494 < 569
P-value 3.85233844192e-08

^top




Performance plots


  1. Comparison of performance of RNAsubopt and McQFold. 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 RNAsubopt and McQFold).

  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 RNAsubopt and McQFold).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for RNAsubopt and McQFold. 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 RNAsubopt and McQFold).

^top





Performance of RNAsubopt - scored higher in this pairwise comparison

1. Total counts & total scores for RNAsubopt

Total Base Pair Counts
Total TP 1528
Total TN 149737
Total FP 846
Total FP CONTRA 185
Total FP INCONS 396
Total FP COMP 265
Total FN 494
Total Scores
MCC 0.736
Average MCC ± 95% Confidence Intervals 0.768 ± 0.057
Sensitivity 0.756
Positive Predictive Value 0.725
Nr of predictions 117

^top



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 10 176 0 0 0 0 1
2K63_A - 0.94 0.89 1.00 8 160 0 0 0 0 1
2K66_A - 1.00 1.00 1.00 9 80 0 0 0 0 0
2KD8_A - 0.87 0.78 1.00 7 101 0 0 0 0 2
2KDQ_B 1.00 1.00 1.00 10 164 0 0 0 0 0
2KE6_A 0.88 0.89 0.89 16 449 3 0 2 1 2
2KEZ_A - 1.00 1.00 1.00 8 94 0 0 0 0 0
2KFC_A - -0.03 0.00 0.00 0 229 7 1 6 0 8
2KGP_A - 1.00 1.00 1.00 9 112 0 0 0 0 0
2KMJ_A - 1.00 1.00 1.00 11 157 0 0 0 0 0
2KPV_A - 0.96 0.92 1.00 12 201 0 0 0 0 1
2KRL_A - 0.62 0.61 0.64 14 2002 15 5 3 7 9
2KU0_A - 0.96 0.92 1.00 11 281 0 0 0 0 1
2KUR_A 0.89 0.89 0.89 17 448 2 0 2 0 2
2KUU_A 0.88 0.89 0.89 16 429 3 0 2 1 2
2KUV_A 0.89 0.89 0.89 17 420 2 0 2 0 2
2KUW_A 0.94 0.94 0.94 17 452 2 0 1 1 1
2KX8_A 0.97 0.94 1.00 15 356 0 0 0 0 1
2KXM_A - 1.00 1.00 1.00 8 141 0 0 0 0 0
2KZL_A - 1.00 1.00 1.00 13 507 1 0 0 1 0
2L1F_B 0.96 0.92 1.00 22 769 0 0 0 0 2
2L1F_A 0.95 0.91 1.00 21 742 0 0 0 0 2
2L2K_A - 1.00 1.00 1.00 17 332 0 0 0 0 0
2L3C_B - 0.96 0.93 1.00 13 226 0 0 0 0 1
2L3E_A - 1.00 1.00 1.00 12 228 1 0 0 1 0
2L3J_B 1.00 1.00 1.00 30 955 0 0 0 0 0
2L5Z_A - 1.00 1.00 1.00 9 102 0 0 0 0 0
2L94_A 1.00 1.00 1.00 18 339 1 0 0 1 0
2LA5_A - 0.77 0.71 0.83 5 269 3 0 1 2 2
2LBS_A - 1.00 1.00 1.00 14 193 0 0 0 0 0
2LC8_A -0.03 0.00 0.00 0 513 15 3 12 0 18
2LDL_A - 1.00 1.00 1.00 9 131 1 0 0 1 0
2LDT_A - 1.00 1.00 1.00 11 151 0 0 0 0 0
2LHP_A - 1.00 1.00 1.00 15 246 0 0 0 0 0
2LJJ_A - 1.00 1.00 1.00 7 123 3 0 0 3 0
2LK3_A - 1.00 1.00 1.00 9 91 0 0 0 0 0
2LKR_A - 0.85 0.86 0.83 25 2410 14 0 5 9 4
2LQZ_A - 1.00 1.00 1.00 8 124 2 0 0 2 0
2LWK_A - 0.95 0.91 1.00 10 197 1 0 0 1 1
2RP0_A - 0.84 0.71 1.00 5 111 0 0 0 0 2
2RPT_A - 1.00 1.00 1.00 7 65 0 0 0 0 0
2RRC_A - 1.00 1.00 1.00 7 68 0 0 0 0 0
2WRQ_Y 1.00 1.00 1.00 9 1143 13 0 0 13 0
2WW9_F - 0.52 0.63 0.50 5 102 5 1 4 0 3
2WW9_D - 0.09 0.10 0.11 1 732 13 2 6 5 9
2WW9_E - -0.03 0.00 0.00 0 168 5 0 4 1 5
2WWQ_V 1.00 1.00 1.00 19 1185 5 0 0 5 0
2XKV_B 0.64 0.73 0.57 8 1821 25 0 6 19 3
2XQD_Y 0.83 0.81 0.85 17 1109 4 0 3 1 4
2XXA_G 0.49 0.49 0.52 17 2012 17 1 15 1 18
2Y8W_B - 1.00 1.00 1.00 6 82 1 0 0 1 0
2Y9C_V - 0.79 0.83 0.75 15 886 8 0 5 3 3
2YIE_X - 1.00 1.00 1.00 7 537 4 0 0 4 0
2YIE_Z - -0.02 0.00 0.00 0 587 15 6 9 0 8
2ZY6_A - 0.66 0.78 0.58 7 264 5 3 2 0 2
2ZZM_B 0.29 0.33 0.26 5 1339 22 5 9 8 10
2ZZN_D 0.52 0.55 0.52 12 961 11 3 8 0 10
3A2K_C 0.47 0.50 0.46 11 1084 13 3 10 0 11
3A3A_A 0.97 0.93 1.00 28 1472 0 0 0 0 2
3ADB_C - 0.98 0.97 1.00 32 1787 0 0 0 0 1
3AKZ_H 0.43 0.45 0.43 9 1106 14 3 9 2 11
3AM1_B - 1.00 1.00 1.00 29 1437 0 0 0 0 0
3AMU_B 0.81 0.79 0.83 15 1139 6 0 3 3 4
3DW4_A - -0.03 0.00 0.00 0 136 6 1 3 2 6
3G4S_9 0.41 0.46 0.38 12 2704 25 7 13 5 14
3GCA_A - 0.84 0.71 1.00 5 153 0 0 0 0 2
3GX2_A 0.53 0.54 0.54 15 1421 14 4 9 1 13
3HAY_E - 1.00 1.00 1.00 14 910 4 0 0 4 0
3HJW_D - 0.97 0.94 1.00 15 594 2 0 0 2 1
3IAB_R - 1.00 1.00 1.00 12 373 0 0 0 0 0
3ID5_D - 0.54 0.60 0.50 3 223 5 1 2 2 2
3IVN_B 0.88 0.78 1.00 18 885 0 0 0 0 5
3IWN_A 0.69 0.68 0.70 19 1445 9 1 7 1 9
3IYQ_A 0.28 0.39 0.20 20 22342 96 41 37 18 31
3IZ4_A 0.56 0.60 0.53 57 25429 54 26 24 4 38
3IZF_C 0.89 0.91 0.86 32 2603 9 0 5 4 3
3J0L_h - 0.87 0.81 0.93 26 2112 4 1 1 2 6
3J0L_1 - 0.83 0.77 0.91 10 473 4 0 1 3 3
3J0L_2 - 0.28 0.31 0.28 8 2221 25 2 19 4 18
3J0L_g - -0.01 0.00 0.00 0 173 5 1 2 2 2
3J0L_8 - 1.00 1.00 1.00 7 69 0 0 0 0 0
3J0L_a - 0.35 0.36 0.36 4 400 8 3 4 1 7
3J0L_7 - -0.02 0.00 0.00 0 507 12 2 10 0 10
3J16_L 0.49 0.52 0.48 11 1136 12 3 9 0 10
3JYV_7 -0.02 0.00 0.00 0 1090 21 4 17 0 20
3JYX_4 0.34 0.58 0.21 7 4722 38 20 7 11 5
3JYX_3 0.77 0.80 0.75 12 2362 26 0 4 22 3
3KTW_C - 1.00 1.00 1.00 25 1755 8 0 0 8 0
3LA5_A 0.91 0.84 1.00 21 933 0 0 0 0 4
3NDB_M - 0.93 0.93 0.93 41 3670 9 0 3 6 3
3NKB_B - 0.66 0.68 0.65 13 715 7 0 7 0 6
3NMU_E - 1.00 1.00 1.00 3 213 5 0 0 5 0
3NPB_A 0.84 0.78 0.91 29 2246 8 0 3 5 8
3O58_3 0.41 0.50 0.34 11 4732 35 6 15 14 11
3O58_2 0.87 0.90 0.85 28 2721 13 0 5 8 3
3OVB_D - 1.00 1.00 1.00 11 215 1 0 0 1 0
3OVS_D - 1.00 1.00 1.00 12 204 0 0 0 0 0
3P22_G - 1.00 1.00 1.00 11 301 0 0 0 0 0
3PDR_A 0.90 0.90 0.90 45 4790 7 2 3 2 5
3R4F_A - 1.00 1.00 1.00 22 884 1 0 0 1 0
3R9X_C - 1.00 1.00 1.00 8 221 2 0 0 2 0
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.73 0.72 0.75 21 1505 7 4 3 0 8
3SIU_F - 1.00 1.00 1.00 8 137 0 0 0 0 0
3SN2_B 0.95 0.92 1.00 11 143 0 0 0 0 1
3TRZ_Z - 1.00 1.00 1.00 5 87 1 0 0 1 0
3TS0_U - 1.00 1.00 1.00 6 112 1 0 0 1 0
3TS2_V - 1.00 1.00 1.00 5 103 0 0 0 0 0
3U4M_B - 0.49 0.55 0.46 12 1250 14 3 11 0 10
3UZL_B 0.49 0.50 0.50 8 1277 15 0 8 7 8
3VJR_D - 1.00 1.00 1.00 12 239 0 0 0 0 0
4A1C_2 0.18 0.25 0.14 5 4481 43 13 17 13 15
4A1C_3 0.85 0.84 0.86 31 2727 8 0 5 3 6
4A4U_A - 1.00 1.00 1.00 9 96 0 0 0 0 0
4AOB_A 0.62 0.62 0.64 18 1409 11 4 6 1 11
4ENB_A 0.85 0.73 1.00 11 461 2 0 0 2 4
4ENC_A 0.36 0.33 0.42 5 484 7 0 7 0 10

^top



Performance of McQFold - scored lower in this pairwise comparison

1. Total counts & total scores for McQFold

Total Base Pair Counts
Total TP 1453
Total TN 149842
Total FP 747
Total FP CONTRA 199
Total FP INCONS 352
Total FP COMP 196
Total FN 569
Total Scores
MCC 0.718
Average MCC ± 95% Confidence Intervals 0.761 ± 0.055
Sensitivity 0.719
Positive Predictive Value 0.725
Nr of predictions 117

^top



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 - 0.59 0.36 1.00 4 182 0 0 0 0 7
2K63_A - 1.00 1.00 1.00 9 159 0 0 0 0 0
2K66_A - 1.00 1.00 1.00 9 80 0 0 0 0 0
2KD8_A - 1.00 1.00 1.00 9 99 1 0 0 1 0
2KDQ_B 1.00 1.00 1.00 10 164 0 0 0 0 0
2KE6_A 0.91 0.83 1.00 15 452 1 0 0 1 3
2KEZ_A - 1.00 1.00 1.00 8 94 0 0 0 0 0
2KFC_A - 0.79 0.63 1.00 5 231 0 0 0 0 3
2KGP_A - 0.81 0.67 1.00 6 115 1 0 0 1 3
2KMJ_A - 1.00 1.00 1.00 11 157 1 0 0 1 0
2KPV_A - 0.96 0.92 1.00 12 201 0 0 0 0 1
2KRL_A - 0.75 0.83 0.68 19 1996 15 7 2 6 4
2KU0_A - 0.86 0.75 1.00 9 283 0 0 0 0 3
2KUR_A 0.91 0.84 1.00 16 451 0 0 0 0 3
2KUU_A 0.91 0.83 1.00 15 432 1 0 0 1 3
2KUV_A 0.91 0.84 1.00 16 423 0 0 0 0 3
2KUW_A 0.94 0.89 1.00 16 454 0 0 0 0 2
2KX8_A 0.93 0.94 0.94 15 355 1 0 1 0 1
2KXM_A - 0.78 0.63 1.00 5 144 0 0 0 0 3
2KZL_A - 1.00 1.00 1.00 13 507 2 0 0 2 0
2L1F_B 1.00 1.00 1.00 24 767 0 0 0 0 0
2L1F_A 1.00 1.00 1.00 23 740 0 0 0 0 0
2L2K_A - 1.00 1.00 1.00 17 332 1 0 0 1 0
2L3C_B - 1.00 1.00 1.00 14 225 1 0 0 1 0
2L3E_A - 1.00 1.00 1.00 12 228 2 0 0 2 0
2L3J_B 0.95 0.90 1.00 27 958 0 0 0 0 3
2L5Z_A - 1.00 1.00 1.00 9 102 0 0 0 0 0
2L94_A 1.00 1.00 1.00 18 339 1 0 0 1 0
2LA5_A - 0.77 0.71 0.83 5 269 1 0 1 0 2
2LBS_A - 1.00 1.00 1.00 14 193 1 0 0 1 0
2LC8_A 0.64 0.61 0.69 11 512 5 1 4 0 7
2LDL_A - 0.81 0.67 1.00 6 134 0 0 0 0 3
2LDT_A - 0.79 0.64 1.00 7 155 0 0 0 0 4
2LHP_A - 1.00 1.00 1.00 15 246 1 0 0 1 0
2LJJ_A - 1.00 1.00 1.00 7 123 3 0 0 3 0
2LK3_A - 1.00 1.00 1.00 9 91 0 0 0 0 0
2LKR_A - 0.55 0.55 0.55 16 2411 15 5 8 2 13
2LQZ_A - 1.00 1.00 1.00 8 124 3 0 0 3 0
2LWK_A - 0.95 0.91 1.00 10 197 2 0 0 2 1
2RP0_A - 0.84 0.71 1.00 5 111 0 0 0 0 2
2RPT_A - 1.00 1.00 1.00 7 65 0 0 0 0 0
2RRC_A - 0.83 0.71 1.00 5 70 0 0 0 0 2
2WRQ_Y 1.00 1.00 1.00 9 1143 14 0 0 14 0
2WW9_F - 0.86 0.75 1.00 6 106 1 0 0 1 2
2WW9_D - 0.44 0.40 0.50 4 733 9 4 0 5 6
2WW9_E - -0.03 0.00 0.00 0 168 5 0 4 1 5
2WWQ_V 0.00 0.00 0.00 0 1204 0 0 0 0 19
2XKV_B 0.33 0.36 0.31 4 1822 27 2 7 18 7
2XQD_Y 0.98 0.95 1.00 20 1109 1 0 0 1 1
2XXA_G 0.27 0.26 0.30 9 2015 22 0 21 1 26
2Y8W_B - 1.00 1.00 1.00 6 82 2 0 0 2 0
2Y9C_V - 0.72 0.72 0.72 13 888 8 0 5 3 5
2YIE_X - 0.53 0.57 0.50 4 536 6 1 3 2 3
2YIE_Z - 0.53 0.63 0.45 5 591 6 4 2 0 3
2ZY6_A - 0.66 0.78 0.58 7 264 5 3 2 0 2
2ZZM_B 0.18 0.20 0.19 3 1342 22 4 9 9 12
2ZZN_D 0.93 0.95 0.91 21 961 2 2 0 0 1
3A2K_C 0.98 0.95 1.00 21 1087 0 0 0 0 1
3A3A_A 0.97 0.93 1.00 28 1472 0 0 0 0 2
3ADB_C - 0.98 0.97 1.00 32 1787 1 0 0 1 1
3AKZ_H 0.78 0.80 0.76 16 1106 7 2 3 2 4
3AM1_B - 1.00 1.00 1.00 29 1437 1 0 0 1 0
3AMU_B 0.86 0.79 0.94 15 1141 4 0 1 3 4
3DW4_A - -0.03 0.00 0.00 0 137 3 0 3 0 6
3G4S_9 0.39 0.42 0.37 11 2706 22 6 13 3 15
3GCA_A - 0.84 0.71 1.00 5 153 0 0 0 0 2
3GX2_A 0.56 0.57 0.57 16 1421 13 4 8 1 12
3HAY_E - 1.00 1.00 1.00 14 910 4 0 0 4 0
3HJW_D - 0.94 0.94 0.94 15 593 3 0 1 2 1
3IAB_R - 1.00 1.00 1.00 12 373 0 0 0 0 0
3ID5_D - 0.66 0.60 0.75 3 225 6 0 1 5 2
3IVN_B 0.91 0.83 1.00 19 884 0 0 0 0 4
3IWN_A 0.21 0.21 0.24 6 1447 19 2 17 0 22
3IYQ_A 0.22 0.31 0.15 16 22335 100 45 44 11 35
3IZ4_A 0.46 0.46 0.47 44 25442 56 14 36 6 51
3IZF_C 0.85 0.83 0.88 29 2607 7 0 4 3 6
3J0L_h - 0.75 0.66 0.88 21 2116 3 0 3 0 11
3J0L_1 - 0.73 0.62 0.89 8 475 4 0 1 3 5
3J0L_2 - 0.29 0.31 0.30 8 2223 21 1 18 2 18
3J0L_g - -0.01 0.00 0.00 0 174 4 0 2 2 2
3J0L_8 - 1.00 1.00 1.00 7 69 0 0 0 0 0
3J0L_a - 0.21 0.18 0.29 2 404 6 3 2 1 9
3J0L_7 - -0.02 0.00 0.00 0 509 10 2 8 0 10
3J16_L 0.90 0.81 1.00 17 1142 0 0 0 0 4
3JYV_7 -0.02 0.00 0.00 0 1091 20 4 16 0 20
3JYX_4 0.35 0.58 0.22 7 4724 33 17 8 8 5
3JYX_3 0.28 0.40 0.20 6 2348 24 17 7 0 9
3KTW_C - 0.52 0.52 0.54 13 1756 17 2 9 6 12
3LA5_A 0.91 0.84 1.00 21 933 0 0 0 0 4
3NDB_M - 0.97 0.95 0.98 42 3671 5 0 1 4 2
3NKB_B - 0.42 0.42 0.44 8 717 10 2 8 0 11
3NMU_E - 0.57 0.33 1.00 1 215 3 0 0 3 2
3NPB_A 0.90 0.81 1.00 30 2248 5 0 0 5 7
3O58_3 0.30 0.36 0.25 8 4732 27 15 9 3 14
3O58_2 0.93 0.87 1.00 27 2727 2 0 0 2 4
3OVB_D - 1.00 1.00 1.00 11 215 1 0 0 1 0
3OVS_D - 1.00 1.00 1.00 12 204 0 0 0 0 0
3P22_G - 1.00 1.00 1.00 11 301 0 0 0 0 0
3PDR_A 0.83 0.80 0.87 40 4794 9 2 4 3 10
3R4F_A - 1.00 1.00 1.00 22 884 2 0 0 2 0
3R9X_C - 1.00 1.00 1.00 8 221 2 0 0 2 0
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.82 0.83 0.83 24 1504 5 1 4 0 5
3SIU_F - 0.86 0.75 1.00 6 139 0 0 0 0 2
3SN2_B 0.95 0.92 1.00 11 143 0 0 0 0 1
3TRZ_Z - 1.00 1.00 1.00 5 87 2 0 0 2 0
3TS0_U - 1.00 1.00 1.00 6 112 1 0 0 1 0
3TS2_V - 1.00 1.00 1.00 5 103 0 0 0 0 0
3U4M_B - 0.95 0.91 1.00 20 1256 2 0 0 2 2
3UZL_B 0.62 0.75 0.52 12 1270 17 8 3 6 4
3VJR_D - 1.00 1.00 1.00 12 239 0 0 0 0 0
4A1C_2 0.19 0.25 0.16 5 4484 33 11 16 6 15
4A1C_3 0.28 0.30 0.28 11 2724 30 4 24 2 26
4A4U_A - 1.00 1.00 1.00 9 96 0 0 0 0 0
4AOB_A 0.50 0.48 0.54 14 1411 13 3 9 1 15
4ENB_A 1.00 1.00 1.00 15 457 0 0 0 0 0
4ENC_A 0.97 1.00 0.94 15 480 1 1 0 0 0

^top


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