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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric ProbKnot NanoFolder
MCC 0.606 > 0.490
Average MCC ± 95% Confidence Intervals 0.685 ± 0.162 > 0.644 ± 0.159
Sensitivity 0.552 > 0.495
Positive Predictive Value 0.673 > 0.494
Total TP 224 > 201
Total TN 44672 > 44598
Total FP 125 < 218
Total FP CONTRA 16 < 31
Total FP INCONS 93 < 175
Total FP COMP 16 > 12
Total FN 182 < 205
P-value 3.48104284388e-08

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Performance plots


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Performance of ProbKnot - scored higher in this pairwise comparison

1. Total counts & total scores for ProbKnot

Total Base Pair Counts
Total TP 224
Total TN 44672
Total FP 125
Total FP CONTRA 16
Total FP INCONS 93
Total FP COMP 16
Total FN 182
Total Scores
MCC 0.606
Average MCC ± 95% Confidence Intervals 0.685 ± 0.162
Sensitivity 0.552
Positive Predictive Value 0.673
Nr of predictions 17

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2. Individual counts for ProbKnot [ 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 0.77 0.94 30 6073 4 0 2 2 9
2LQZ_A - 0.85 0.82 0.90 9 341 1 1 0 0 2
2LWK_A - 0.88 0.85 0.92 11 484 1 0 1 0 2
3J16_L 0.35 0.33 0.38 10 2749 16 1 15 0 20
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 0.73 0.62 0.85 23 3543 4 0 4 0 14
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_3 0.73 0.61 0.87 33 7102 6 1 4 1 21
4A1C_2 0.13 0.15 0.12 5 11738 49 7 31 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 0.45 0.42 0.50 8 1310 8 1 7 0 11

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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.