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

  1. Overview

  2. Performance Plots

  3. Performance of Vsfold4 - scored higher in this pairwise comparison

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

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


Overview

Metric Vsfold4 RDfolder
MCC 0.655 > 0.596
Average MCC ± 95% Confidence Intervals 0.664 ± 0.065 > 0.623 ± 0.071
Sensitivity 0.559 > 0.495
Positive Predictive Value 0.777 > 0.727
Total TP 963 > 853
Total TN 130274 < 130341
Total FP 305 < 352
Total FP CONTRA 30 < 36
Total FP INCONS 247 < 284
Total FP COMP 28 < 32
Total FN 761 < 871
P-value 3.56938820447e-08

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Performance plots


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Performance of Vsfold4 - scored higher in this pairwise comparison

1. Total counts & total scores for Vsfold4

Total Base Pair Counts
Total TP 963
Total TN 130274
Total FP 305
Total FP CONTRA 30
Total FP INCONS 247
Total FP COMP 28
Total FN 761
Total Scores
MCC 0.655
Average MCC ± 95% Confidence Intervals 0.664 ± 0.065
Sensitivity 0.559
Positive Predictive Value 0.777
Nr of predictions 92

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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
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_B 0.68 0.56 0.82 14 2128 3 0 3 0 11
2L1F_A 0.66 0.54 0.81 13 2064 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
2LK3_A - 0.95 0.90 1.00 9 267 0 0 0 0 1
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_D - 0.19 0.12 0.33 3 1944 6 0 6 0 23
2WW9_F - 0.59 0.60 0.60 6 290 4 0 4 0 4
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
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
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
3J0L_8 - 0.70 0.50 1.00 4 186 0 0 0 0 4
3J0L_a - 0.39 0.31 0.50 5 1118 5 2 3 0 11
3J0L_1 - 0.28 0.21 0.40 4 1215 6 1 5 0 15
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
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
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
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
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
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
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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Performance of RDfolder - scored lower in this pairwise comparison

1. Total counts & total scores for RDfolder

Total Base Pair Counts
Total TP 853
Total TN 130341
Total FP 352
Total FP CONTRA 36
Total FP INCONS 284
Total FP COMP 32
Total FN 871
Total Scores
MCC 0.596
Average MCC ± 95% Confidence Intervals 0.623 ± 0.071
Sensitivity 0.495
Positive Predictive Value 0.727
Nr of predictions 92

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2K5Z_A - 0.79 0.64 1.00 7 399 0 0 0 0 4
2K63_A - 0.89 0.80 1.00 8 398 0 0 0 0 2
2K66_A - 0.89 0.80 1.00 8 223 0 0 0 0 2
2KD8_A - 0.94 0.89 1.00 8 223 0 0 0 0 1
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 - 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
2KU0_A - -0.01 0.00 0.00 0 696 7 0 7 0 16
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 0.78 1.00 14 847 0 0 0 0 4
2KXM_A - 0.70 0.50 1.00 5 346 0 0 0 0 5
2KZL_A - 0.78 0.74 0.82 14 1468 3 1 2 0 5
2L1F_B 0.98 0.96 1.00 24 2121 0 0 0 0 1
2L1F_A -0.01 0.00 0.00 0 2067 13 2 11 0 24
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 - 0.46 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 1526 14 2 12 0 20
2LDL_A - 0.90 0.82 1.00 9 342 0 0 0 0 2
2LDT_A - 0.68 0.47 1.00 7 458 0 0 0 0 8
2LK3_A - 0.95 0.90 1.00 9 267 0 0 0 0 1
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 1 3 0 7
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 12 5 3 4 7
2WW9_D - 0.29 0.12 0.75 3 1949 1 0 1 0 23
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
2WWQ_V 0.64 0.50 0.82 14 2909 4 0 3 1 14
2XKV_B 0.00 0.00 0.00 0 4538 22 5 17 0 20
2XQD_Y 0.88 0.78 1.00 21 2829 0 0 0 0 6
2Y8W_B - 1.00 1.00 1.00 6 184 1 0 0 1 0
2Y9C_V - 0.57 0.50 0.67 12 2260 7 1 5 1 12
2YIE_Z - 0.43 0.42 0.45 5 1529 6 3 3 0 7
2YIE_X - 0.38 0.33 0.44 4 1369 5 1 4 0 8
2ZY6_A - 0.58 0.58 0.58 7 691 5 1 4 0 5
2ZZM_B 0.10 0.09 0.13 3 3462 21 1 20 0 29
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 0.53 0.41 0.71 15 3634 6 0 6 0 22
3ADB_C - 0.46 0.39 0.54 15 4158 13 0 13 0 23
3AKZ_H 0.48 0.43 0.55 12 2679 11 1 9 1 16
3AM1_B - 0.47 0.43 0.54 15 3212 13 1 12 0 20
3AMU_B 0.18 0.15 0.22 4 2985 16 2 12 2 23
3DW4_A - -0.02 0.00 0.00 0 347 4 0 4 0 10
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 1 8 1 24
3HAY_E - 0.91 0.83 1.00 15 2263 6 0 0 6 3
3HJW_D - 0.85 0.78 0.93 14 1638 3 0 1 2 4
3IAB_R - 0.86 0.86 0.86 12 1021 4 1 1 2 2
3ID5_D - -0.01 0.00 0.00 0 490 6 3 3 0 9
3IVN_B 0.78 0.61 1.00 19 2327 0 0 0 0 12
3IWN_A 0.00 0.00 0.00 0 4268 10 0 10 0 33
3J0L_8 - 0.86 0.75 1.00 6 184 0 0 0 0 2
3J0L_a - -0.01 0.00 0.00 0 1124 4 1 3 0 16
3J0L_1 - 0.65 0.47 0.90 9 1215 2 0 1 1 10
3J0L_7 - -0.01 0.00 0.00 0 1220 5 0 5 0 17
3J0L_g - -0.01 0.00 0.00 0 462 3 1 2 0 4
3J16_L 0.22 0.17 0.31 5 2759 11 0 11 0 25
3JYV_7 -0.01 0.00 0.00 0 2830 20 0 20 0 32
3KTW_C - 0.08 0.07 0.12 3 4535 23 0 22 1 40
3LA5_A 0.78 0.62 1.00 21 2464 0 0 0 0 13
3NKB_B - 0.37 0.31 0.47 8 1999 9 0 9 0 18
3NMU_E - 0.41 0.17 1.00 1 560 3 0 0 3 5
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 - 0.91 0.83 1.00 10 731 0 0 0 0 2
3R4F_A - 0.76 0.68 0.85 17 2125 3 1 2 0 8
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 0.30 0.17 0.54 7 3903 6 0 6 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 0 0 0 0 1
3TS0_U - 0.91 0.83 1.00 5 248 0 0 0 0 1
3TS2_V - 1.00 1.00 1.00 5 271 0 0 0 0 0
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.35 0.26 0.48 11 4348 13 1 11 1 31
4ENB_A 0.43 0.32 0.60 6 1265 4 0 4 0 13
4ENC_A 0.43 0.32 0.60 6 1316 4 0 4 0 13

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