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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric ContextFold PknotsRG
MCC 0.705 > 0.637
Average MCC ± 95% Confidence Intervals 0.739 ± 0.100 > 0.716 ± 0.111
Sensitivity 0.594 > 0.574
Positive Predictive Value 0.843 > 0.713
Total TP 360 > 348
Total TN 64163 > 64102
Total FP 90 < 160
Total FP CONTRA 6 < 17
Total FP INCONS 61 < 123
Total FP COMP 23 > 20
Total FN 246 < 258
P-value 3.56938820447e-08

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Performance plots


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Performance of ContextFold - scored higher in this pairwise comparison

1. Total counts & total scores for ContextFold

Total Base Pair Counts
Total TP 360
Total TN 64163
Total FP 90
Total FP CONTRA 6
Total FP INCONS 61
Total FP COMP 23
Total FN 246
Total Scores
MCC 0.705
Average MCC ± 95% Confidence Intervals 0.739 ± 0.100
Sensitivity 0.594
Positive Predictive Value 0.843
Nr of predictions 30

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.55 0.50 0.63 10 1524 6 0 6 0 10
2LDL_A - 0.90 0.82 1.00 9 342 0 0 0 0 2
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 - 0.93 0.88 1.00 7 344 2 0 0 2 1
2LK3_A - 0.89 0.80 1.00 8 268 0 0 0 0 2
2LKR_A - 0.65 0.56 0.76 22 6076 9 0 7 2 17
2LQZ_A - 0.80 0.73 0.89 8 342 1 1 0 0 3
2LWK_A - 0.88 0.85 0.92 11 484 1 0 1 0 2
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_a - 0.71 0.56 0.90 9 1118 1 0 1 0 7
3J0L_1 - 0.70 0.58 0.85 11 1212 3 0 2 1 8
3J0L_h - 0.82 0.67 1.00 29 6076 2 0 0 2 14
3J0L_7 - -0.01 0.00 0.00 0 1212 13 0 13 0 17
3J0L_g - -0.01 0.00 0.00 0 462 3 1 2 0 4
3J0L_2 - 0.64 0.61 0.69 20 6187 11 2 7 2 13
3J16_L 0.75 0.57 1.00 17 2758 0 0 0 0 13
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 - 0.75 0.57 1.00 21 3139 0 0 0 0 16
3UZL_B 0.72 0.54 0.95 20 3549 1 0 1 0 17
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_3 0.78 0.63 0.97 34 7105 1 0 1 0 20
4A1C_2 0.20 0.15 0.28 5 11763 26 0 13 13 28
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.52 0.40 0.68 17 4346 9 1 7 1 25
4ENB_A 0.69 0.47 1.00 9 1266 0 0 0 0 10
4ENC_A 0.65 0.47 0.90 9 1316 1 1 0 0 10

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Performance of PknotsRG - scored lower in this pairwise comparison

1. Total counts & total scores for PknotsRG

Total Base Pair Counts
Total TP 348
Total TN 64102
Total FP 160
Total FP CONTRA 17
Total FP INCONS 123
Total FP COMP 20
Total FN 258
Total Scores
MCC 0.637
Average MCC ± 95% Confidence Intervals 0.716 ± 0.111
Sensitivity 0.574
Positive Predictive Value 0.713
Nr of predictions 30

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.63 0.55 0.73 11 1525 4 1 3 0 9
2LDL_A - 0.90 0.82 1.00 9 342 1 0 0 1 2
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 - 0.73 0.69 0.77 27 6070 8 2 6 0 12
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
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_a - 0.23 0.19 0.30 3 1118 7 1 6 0 13
3J0L_1 - 0.76 0.63 0.92 12 1212 2 0 1 1 7
3J0L_h - 0.75 0.60 0.93 26 6077 4 0 2 2 17
3J0L_7 - 0.28 0.29 0.29 5 1208 12 0 12 0 12
3J0L_g - -0.01 0.00 0.00 0 461 4 1 3 0 4
3J0L_2 - 0.24 0.24 0.24 8 6183 27 2 23 2 25
3J16_L 0.75 0.57 1.00 17 2758 0 0 0 0 13
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_3 0.70 0.59 0.82 32 7101 7 1 6 0 22
4A1C_2 0.14 0.15 0.13 5 11742 43 5 29 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 0.89 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.