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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Fold NanoFolder
MCC 0.629 > 0.490
Average MCC ± 95% Confidence Intervals 0.699 ± 0.163 > 0.644 ± 0.159
Sensitivity 0.559 > 0.495
Positive Predictive Value 0.714 > 0.494
Total TP 227 > 201
Total TN 44687 > 44598
Total FP 106 < 218
Total FP CONTRA 13 < 31
Total FP INCONS 78 < 175
Total FP COMP 15 > 12
Total FN 179 < 205
P-value 2.97012568641e-08

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Performance plots


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Performance of Fold - scored higher in this pairwise comparison

1. Total counts & total scores for Fold

Total Base Pair Counts
Total TP 227
Total TN 44687
Total FP 106
Total FP CONTRA 13
Total FP INCONS 78
Total FP COMP 15
Total FN 179
Total Scores
MCC 0.629
Average MCC ± 95% Confidence Intervals 0.699 ± 0.163
Sensitivity 0.559
Positive Predictive Value 0.714
Nr of predictions 17

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A -0.01 0.00 0.00 0 1525 15 2 13 0 20
2LDL_A - 0.90 0.82 1.00 9 342 1 0 0 1 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 - 0.85 0.79 0.91 31 6071 5 0 3 2 8
2LQZ_A - 0.85 0.82 0.90 9 341 1 1 0 0 2
2LWK_A - 0.96 0.92 1.00 12 484 0 0 0 0 1
3J16_L 0.63 0.53 0.76 16 2754 5 0 5 0 14
3SN2_B 1.00 1.00 1.00 12 394 0 0 0 0 0
3U4M_B - 0.45 0.35 0.59 13 3138 9 1 8 0 24
3UZL_B 0.77 0.62 0.96 23 3546 1 0 1 0 14
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_3 0.68 0.57 0.82 31 7102 7 1 6 0 23
4A1C_2 0.14 0.15 0.14 5 11744 43 5 27 11 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
4ENC_A 0.31 0.26 0.38 5 1313 8 1 7 0 14

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Performance of NanoFolder - scored lower in this pairwise comparison

1. Total counts & total scores for NanoFolder

Total Base Pair Counts
Total TP 201
Total TN 44598
Total FP 218
Total FP CONTRA 31
Total FP INCONS 175
Total FP COMP 12
Total FN 205
Total Scores
MCC 0.490
Average MCC ± 95% Confidence Intervals 0.644 ± 0.159
Sensitivity 0.495
Positive Predictive Value 0.494
Nr of predictions 17

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.52 0.55 0.50 11 1518 11 0 11 0 9
2LDL_A - 0.90 0.82 1.00 9 342 1 0 0 1 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 - 0.29 0.33 0.25 13 6054 38 8 30 0 26
2LQZ_A - 0.91 0.91 0.91 10 340 1 1 0 0 1
2LWK_A - 0.83 0.77 0.91 10 485 2 0 1 1 3
3J16_L 0.36 0.37 0.37 11 2745 19 3 16 0 19
3SN2_B 0.96 0.92 1.00 11 395 0 0 0 0 1
3U4M_B - 0.61 0.57 0.66 21 3128 11 1 10 0 16
3UZL_B 0.36 0.35 0.38 13 3536 21 3 18 0 24
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_3 0.48 0.46 0.51 25 7091 24 2 22 0 29
4A1C_2 0.00 0.00 0.00 0 11728 61 12 41 8 33
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.33 0.29 0.39 12 4340 20 1 18 1 30
4ENC_A 0.57 0.58 0.58 11 1307 9 0 8 1 8

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