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

  1. Overview

  2. Performance Plots

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

  4. Performance of Vsfold4 - scored lower in this pairwise comparison

  5. Compile and download dataset for Pknots & Vsfold4 [.zip] - may take several seconds...


Overview

Metric Pknots Vsfold4
MCC 0.634 > 0.584
Average MCC ± 95% Confidence Intervals 0.682 ± 0.055 > 0.634 ± 0.058
Sensitivity 0.575 > 0.497
Positive Predictive Value 0.706 > 0.694
Total TP 1485 > 1283
Total TN 268382 < 268637
Total FP 705 > 636
Total FP CONTRA 87 > 56
Total FP INCONS 531 > 509
Total FP COMP 87 > 71
Total FN 1097 < 1299
P-value 3.56938820447e-08

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Performance plots


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Performance of Pknots - scored higher in this pairwise comparison

1. Total counts & total scores for Pknots

Total Base Pair Counts
Total TP 1485
Total TN 268382
Total FP 705
Total FP CONTRA 87
Total FP INCONS 531
Total FP COMP 87
Total FN 1097
Total Scores
MCC 0.634
Average MCC ± 95% Confidence Intervals 0.682 ± 0.055
Sensitivity 0.575
Positive Predictive Value 0.706
Nr of predictions 116

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2K5Z_A - 0.90 0.82 1.00 9 397 0 0 0 0 2
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 0.97 0.95 1.00 18 1110 1 0 0 1 1
2KEZ_A - 0.89 0.80 1.00 8 268 0 0 0 0 2
2KFC_A - 0.11 0.10 0.17 2 618 10 0 10 0 18
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 0 0 0 0 0
2KPV_A - 0.96 0.92 1.00 12 549 0 0 0 0 1
2KRL_A - 0.67 0.58 0.79 23 5122 9 2 4 3 17
2KU0_A - -0.02 0.00 0.00 0 693 10 0 10 0 16
2KUR_A 0.95 0.90 1.00 19 1109 0 0 0 0 2
2KUU_A 0.92 0.86 1.00 18 1110 1 0 0 1 3
2KUV_A 0.93 0.86 1.00 19 1109 0 0 0 0 3
2KUW_A 0.95 0.90 1.00 19 1109 0 0 0 0 2
2KX8_A 0.94 0.89 1.00 16 845 0 0 0 0 2
2KXM_A - -0.02 0.00 0.00 0 346 5 0 5 0 10
2KZL_A - 0.59 0.53 0.67 10 1470 5 1 4 0 9
2L1F_A 0.98 0.96 1.00 23 2057 0 0 0 0 1
2L1F_B 0.98 0.96 1.00 24 2121 0 0 0 0 1
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 0.92 0.90 0.95 18 971 1 0 1 0 2
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 0 0 0 0 0
2LC8_A 0.79 0.75 0.83 15 1522 3 1 2 0 5
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
2LI4_A - 0.93 0.88 1.00 14 482 0 0 0 0 2
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 - 0.44 0.44 0.45 17 6067 22 4 17 1 22
2LQZ_A - 0.85 0.82 0.90 9 341 1 1 0 0 2
2LWK_A - 0.33 0.23 0.50 3 490 3 0 3 0 10
2RP0_A - 0.66 0.58 0.78 7 342 2 1 1 0 5
2RPT_A - 1.00 1.00 1.00 7 183 0 0 0 0 0
2RRC_A - 0.77 0.60 1.00 6 225 0 0 0 0 4
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 - 0.35 0.31 0.42 8 1934 11 2 9 0 18
2WW9_E - 0.39 0.29 0.57 4 554 3 0 3 0 10
2WWQ_V 0.24 0.21 0.29 6 2905 16 1 14 1 22
2XKV_B 0.23 0.25 0.22 5 4537 31 1 17 13 15
2XQD_Y 0.88 0.78 1.00 21 2829 0 0 0 0 6
2XXA_G 0.32 0.31 0.34 13 5113 25 1 24 0 29
2Y8W_B - 1.00 1.00 1.00 6 184 1 0 0 1 0
2Y9C_V - 0.59 0.50 0.71 12 2261 6 1 4 1 12
2YIE_Z - -0.01 0.00 0.00 0 1525 15 3 12 0 12
2YIE_X - 0.36 0.33 0.40 4 1368 6 2 4 0 8
2ZY6_A - 0.58 0.58 0.58 7 691 5 1 4 0 5
2ZZM_B 0.20 0.19 0.23 6 3460 20 2 18 0 26
2ZZN_D 0.86 0.78 0.95 21 2463 1 0 1 0 6
3A2K_C 0.45 0.43 0.48 12 2901 13 2 11 0 16
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 0.84 0.75 0.95 21 2679 1 1 0 0 7
3AM1_B - 0.91 0.83 1.00 29 3211 0 0 0 0 6
3AMU_B 0.86 0.74 1.00 20 2983 2 0 0 2 7
3DW4_A - 0.70 0.50 1.00 5 346 0 0 0 0 5
3G4S_9 0.25 0.21 0.31 12 7342 27 0 27 0 45
3GCA_A - 0.35 0.24 0.57 4 521 3 0 3 0 13
3GX2_A 0.47 0.40 0.55 16 4342 14 1 12 1 24
3HAY_E - 0.86 0.83 0.88 15 2261 5 0 2 3 3
3HJW_D - 0.94 0.89 1.00 16 1637 3 0 0 3 2
3IAB_R - 0.86 0.86 0.86 12 1021 4 1 1 2 2
3ID5_D - -0.01 0.00 0.00 0 491 5 1 4 0 9
3IVN_B 0.78 0.65 0.95 20 2325 1 0 1 0 11
3IWN_A 0.21 0.18 0.25 6 4254 18 1 17 0 27
3IZF_C 0.70 0.61 0.80 33 6862 8 1 7 0 21
3J0L_a - 0.35 0.31 0.42 5 1116 7 1 6 0 11
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_1 - 0.65 0.47 0.90 9 1215 2 0 1 1 10
3J0L_h - 0.58 0.49 0.70 21 6075 11 0 9 2 22
3J0L_7 - 0.28 0.29 0.29 5 1208 12 0 12 0 12
3J0L_g - -0.01 0.00 0.00 0 460 5 2 3 0 4
3J0L_2 - 0.36 0.36 0.36 12 6183 23 3 18 2 21
3J16_L 0.34 0.30 0.41 9 2753 13 0 13 0 21
3JYV_7 0.81 0.66 1.00 21 2829 0 0 0 0 11
3JYX_4 0.18 0.21 0.16 7 12203 41 13 23 5 26
3JYX_3 0.34 0.37 0.31 10 6296 24 9 13 2 17
3KTW_C - 0.49 0.44 0.56 19 4526 16 2 13 1 24
3LA5_A 0.80 0.65 1.00 22 2463 0 0 0 0 12
3NDB_M - 0.77 0.69 0.88 42 9132 7 1 5 1 19
3NKB_B - 0.55 0.50 0.62 13 1995 8 0 8 0 13
3NMU_E - 0.54 0.50 0.60 3 556 5 0 2 3 3
3NPB_A 0.76 0.67 0.86 31 6985 8 1 4 3 15
3O58_2 0.83 0.74 0.93 28 7230 3 0 2 1 10
3O58_3 0.27 0.31 0.24 11 12357 38 11 24 3 24
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 0.54 0.44 0.65 32 12831 19 0 17 2 40
3R4F_A - 0.92 0.88 0.96 22 2122 1 0 1 0 3
3R9X_C - 0.73 0.70 0.78 7 586 5 0 2 3 3
3RKF_A 0.77 0.62 0.95 21 2189 1 0 1 0 13
3SD1_A 0.65 0.52 0.81 22 3889 5 0 5 0 20
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 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 - 0.26 0.22 0.32 8 3135 17 0 17 0 29
3UZL_B 0.75 0.59 0.96 22 3547 1 0 1 0 15
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_2 0.24 0.24 0.25 8 11749 36 3 21 12 25
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 0.17 0.14 0.21 6 4343 23 1 21 1 36
4ENB_A 0.83 0.79 0.88 15 1258 2 1 1 0 4
4ENC_A 0.86 0.79 0.94 15 1310 1 1 0 0 4

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Performance of Vsfold4 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold4

Total Base Pair Counts
Total TP 1283
Total TN 268637
Total FP 636
Total FP CONTRA 56
Total FP INCONS 509
Total FP COMP 71
Total FN 1299
Total Scores
MCC 0.584
Average MCC ± 95% Confidence Intervals 0.634 ± 0.058
Sensitivity 0.497
Positive Predictive Value 0.694
Nr of predictions 116

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2. Individual counts for Vsfold4 [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2K5Z_A - 0.37 0.36 0.40 4 396 6 0 6 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 0 0 0 0 0
2KDQ_B 0.95 0.91 1.00 10 396 0 0 0 0 1
2KE6_A 0.97 0.95 1.00 18 1110 1 0 0 1 1
2KEZ_A - 0.70 0.50 1.00 5 271 0 0 0 0 5
2KFC_A - 0.49 0.25 1.00 5 625 0 0 0 0 15
2KGP_A - -0.02 0.00 0.00 0 296 4 0 4 0 9
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 - 0.65 0.53 0.81 21 5125 7 0 5 2 19
2KU0_A - -0.02 0.00 0.00 0 694 9 0 9 0 16
2KUR_A 0.95 0.90 1.00 19 1109 0 0 0 0 2
2KUU_A 0.92 0.86 1.00 18 1110 1 0 0 1 3
2KUV_A 0.93 0.86 1.00 19 1109 0 0 0 0 3
2KUW_A 0.95 0.90 1.00 19 1109 0 0 0 0 2
2KX8_A 0.94 0.89 1.00 16 845 0 0 0 0 2
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 0 0 0 0 5
2L1F_A 0.66 0.54 0.81 13 2064 3 0 3 0 11
2L1F_B 0.68 0.56 0.82 14 2128 3 0 3 0 11
2L2K_A - 0.89 0.79 1.00 15 846 0 0 0 0 4
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 0.87 0.76 1.00 26 2459 0 0 0 0 8
2L5Z_A - 0.60 0.50 0.75 6 317 2 0 2 0 6
2L94_A 0.92 0.85 1.00 17 973 0 0 0 0 3
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 0 0 0 0 0
2LC8_A -0.01 0.00 0.00 0 1527 13 0 13 0 20
2LDL_A - 0.85 0.73 1.00 8 343 1 0 0 1 3
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
2LI4_A - 0.93 0.88 1.00 14 482 0 0 0 0 2
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 - 0.31 0.28 0.34 11 6073 21 3 18 0 28
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 - -0.03 0.00 0.00 0 186 4 0 4 0 7
2RRC_A - 0.70 0.50 1.00 5 226 0 0 0 0 5
2WRQ_Y 0.53 0.53 0.53 9 2833 12 5 3 4 8
2WW9_F - 0.59 0.60 0.60 6 290 4 0 4 0 4
2WW9_D - 0.19 0.12 0.33 3 1944 6 0 6 0 23
2WW9_E - -0.01 0.00 0.00 0 556 5 0 5 0 14
2WWQ_V 0.64 0.50 0.82 14 2909 4 0 3 1 14
2XKV_B -0.01 0.00 0.00 0 4533 27 8 19 0 20
2XQD_Y 0.86 0.74 1.00 20 2830 0 0 0 0 7
2XXA_G -0.01 0.00 0.00 0 5122 29 1 28 0 42
2Y8W_B - 1.00 1.00 1.00 6 184 1 0 0 1 0
2Y9C_V - 0.63 0.50 0.80 12 2263 4 0 3 1 12
2YIE_Z - -0.01 0.00 0.00 0 1529 11 3 8 0 12
2YIE_X - 0.36 0.33 0.40 4 1368 6 2 4 0 8
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 0 19 0 26
2ZZN_D 0.86 0.78 0.95 21 2463 1 0 1 0 6
3A2K_C 0.84 0.71 1.00 20 2906 0 0 0 0 8
3A3A_A 0.85 0.73 1.00 27 3628 0 0 0 0 10
3ADB_C - 0.89 0.79 1.00 30 4156 0 0 0 0 8
3AKZ_H 0.67 0.57 0.80 16 2681 5 1 3 1 12
3AM1_B - 0.84 0.71 1.00 25 3215 0 0 0 0 10
3AMU_B 0.64 0.56 0.75 15 2983 7 0 5 2 12
3DW4_A - 0.70 0.50 1.00 5 346 0 0 0 0 5
3G4S_9 0.30 0.23 0.39 13 7348 20 1 19 0 44
3GCA_A - 0.54 0.29 1.00 5 523 0 0 0 0 12
3GX2_A 0.50 0.40 0.64 16 4346 10 0 9 1 24
3HAY_E - 0.91 0.83 1.00 15 2263 3 0 0 3 3
3HJW_D - 0.51 0.50 0.53 9 1636 8 0 8 0 9
3IAB_R - 0.92 0.86 1.00 12 1023 0 0 0 0 2
3ID5_D - 0.44 0.33 0.60 3 491 4 0 2 2 6
3IVN_B 0.78 0.61 1.00 19 2327 0 0 0 0 12
3IWN_A 0.27 0.21 0.35 7 4258 13 1 12 0 26
3IZF_C 0.69 0.56 0.86 30 6868 5 0 5 0 24
3J0L_a - 0.39 0.31 0.50 5 1118 5 2 3 0 11
3J0L_8 - 0.70 0.50 1.00 4 186 0 0 0 0 4
3J0L_1 - 0.28 0.21 0.40 4 1215 6 1 5 0 15
3J0L_h - 0.38 0.28 0.52 12 6082 11 0 11 0 31
3J0L_7 - 0.51 0.41 0.64 7 1214 4 0 4 0 10
3J0L_g - -0.01 0.00 0.00 0 461 4 1 3 0 4
3J0L_2 - 0.38 0.36 0.41 12 6187 18 3 14 1 21
3J16_L 0.82 0.67 1.00 20 2755 0 0 0 0 10
3JYV_7 -0.01 0.00 0.00 0 2831 19 0 19 0 32
3JYX_4 0.10 0.09 0.12 3 12220 33 2 21 10 30
3JYX_3 0.60 0.56 0.65 15 6305 11 4 4 3 12
3KTW_C - 0.36 0.28 0.48 12 4535 13 3 10 0 31
3LA5_A 0.78 0.62 1.00 21 2464 0 0 0 0 13
3NDB_M - 0.28 0.23 0.35 14 9140 26 0 26 0 47
3NKB_B - 0.59 0.54 0.67 14 1995 7 0 7 0 12
3NMU_E - 0.41 0.17 1.00 1 560 3 0 0 3 5
3NPB_A 0.61 0.50 0.74 23 6990 9 0 8 1 23
3O58_2 0.47 0.42 0.53 16 7230 16 3 11 2 22
3O58_3 0.09 0.09 0.10 3 12373 35 5 22 8 32
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 0.57 0.44 0.74 32 12837 13 0 11 2 40
3R4F_A - 0.94 0.88 1.00 22 2123 0 0 0 0 3
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 0.19 0.17 0.24 7 3887 22 1 21 0 35
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 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 0.53 0.41 0.71 15 3549 6 1 5 0 22
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_2 0.28 0.24 0.33 8 11757 28 0 16 12 25
4A1C_3 0.26 0.22 0.32 12 7103 25 2 23 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 0.76 0.58 1.00 11 1264 0 0 0 0 8
4ENC_A 0.69 0.47 1.00 9 1317 0 0 0 0 10

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