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 CRWrnafold - scored lower in this pairwise comparison

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


Overview

Metric Sfold CRWrnafold
MCC 0.618 > 0.585
Average MCC ± 95% Confidence Intervals 0.661 ± 0.115 > 0.639 ± 0.123
Sensitivity 0.530 > 0.522
Positive Predictive Value 0.728 > 0.663
Total TP 348 > 343
Total TN 69863 > 69824
Total FP 153 < 196
Total FP CONTRA 16 < 24
Total FP INCONS 114 < 150
Total FP COMP 23 > 22
Total FN 309 < 314
P-value 3.85233844192e-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 348
Total TN 69863
Total FP 153
Total FP CONTRA 16
Total FP INCONS 114
Total FP COMP 23
Total FN 309
Total Scores
MCC 0.618
Average MCC ± 95% Confidence Intervals 0.661 ± 0.115
Sensitivity 0.530
Positive Predictive Value 0.728
Nr of predictions 32

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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
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
2LI4_A - 0.93 0.88 1.00 14 482 0 0 0 0 2
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
2YIE_Z - -0.01 0.00 0.00 0 1525 15 3 12 0 12
2YIE_X - 0.58 0.33 1.00 4 1374 0 0 0 0 8
3AMU_B 0.70 0.59 0.84 16 2984 5 0 3 2 11
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
3J0L_2 - 0.36 0.33 0.39 11 6188 19 2 15 2 22
3J0L_h - 0.75 0.60 0.93 26 6077 4 0 2 2 17
3J0L_a - 0.51 0.50 0.53 8 1113 7 3 4 0 8
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_1 - 0.76 0.63 0.92 12 1212 3 0 1 2 7
3J16_L 0.29 0.23 0.37 7 2756 12 0 12 0 23
3SD1_A 0.65 0.50 0.84 21 3891 4 1 3 0 21
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
4A1C_3 0.69 0.57 0.84 31 7103 6 1 5 0 23
4A1C_2 0.16 0.15 0.17 5 11751 34 2 23 9 28
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 CRWrnafold - scored lower in this pairwise comparison

1. Total counts & total scores for CRWrnafold

Total Base Pair Counts
Total TP 343
Total TN 69824
Total FP 196
Total FP CONTRA 24
Total FP INCONS 150
Total FP COMP 22
Total FN 314
Total Scores
MCC 0.585
Average MCC ± 95% Confidence Intervals 0.639 ± 0.123
Sensitivity 0.522
Positive Predictive Value 0.663
Nr of predictions 32

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
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 - 0.85 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 - 0.93 0.88 1.00 14 652 0 0 0 0 2
2LI4_A - 0.93 0.88 1.00 14 482 0 0 0 0 2
2LK3_A - 0.95 0.90 1.00 9 267 0 0 0 0 1
2LKR_A - 0.52 0.44 0.63 17 6078 12 2 8 2 22
2LQZ_A - 0.85 0.82 0.90 9 341 1 1 0 0 2
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 9 2 4 3 8
3AMU_B 0.67 0.59 0.76 16 2982 7 0 5 2 11
3J0L_7 - -0.01 0.00 0.00 0 1212 13 0 13 0 17
3J0L_g - -0.01 0.00 0.00 0 461 4 1 3 0 4
3J0L_2 - 0.25 0.24 0.28 8 6187 23 2 19 2 25
3J0L_h - 0.81 0.65 1.00 28 6077 0 0 0 0 15
3J0L_a - 0.39 0.31 0.50 5 1118 5 1 4 0 11
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_1 - 0.76 0.63 0.92 12 1212 3 0 1 2 7
3J16_L 0.84 0.70 1.00 21 2754 0 0 0 0 9
3SD1_A 0.52 0.45 0.61 19 3885 12 2 10 0 23
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 - 1.00 1.00 1.00 6 247 0 0 0 0 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
4A1C_3 0.70 0.59 0.84 32 7102 6 0 6 0 22
4A1C_2 0.13 0.15 0.13 5 11741 44 4 31 9 28
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.59 0.48 0.74 20 4344 8 2 5 1 22
4ENB_A 0.70 0.58 0.85 11 1262 2 1 1 0 8
4ENC_A 0.70 0.58 0.85 11 1313 2 1 1 0 8

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