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

  1. Overview

  2. Performance Plots

  3. Performance of RNASampler(seed) - scored higher in this pairwise comparison

  4. Performance of MXScarna(seed) - scored lower in this pairwise comparison

  5. Compile and download dataset for RNASampler(seed) & MXScarna(seed) [.zip] - may take several seconds...


Overview

Metric RNASampler(seed) MXScarna(seed)
MCC 0.673 > 0.672
Average MCC ± 95% Confidence Intervals 0.690 ± 0.136 > 0.680 ± 0.135
Sensitivity 0.535 < 0.566
Positive Predictive Value 0.851 > 0.804
Total TP 240 < 254
Total TN 61077 > 61043
Total FP 59 < 100
Total FP CONTRA 4 < 8
Total FP INCONS 38 < 54
Total FP COMP 17 < 38
Total FN 209 > 195
P-value 0.0250258449044

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Performance plots


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Performance of RNASampler(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for RNASampler(seed)

Total Base Pair Counts
Total TP 240
Total TN 61077
Total FP 59
Total FP CONTRA 4
Total FP INCONS 38
Total FP COMP 17
Total FN 209
Total Scores
MCC 0.673
Average MCC ± 95% Confidence Intervals 0.690 ± 0.136
Sensitivity 0.535
Positive Predictive Value 0.851
Nr of predictions 17

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2. Individual counts for RNASampler(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2KDQ_B 0.95 0.91 1.00 10 396 0 0 0 0 1
2KE6_A 0.92 0.84 1.00 16 1112 1 0 0 1 3
2KUR_A 0.90 0.81 1.00 17 1111 0 0 0 0 4
2KUU_A 0.87 0.76 1.00 16 1112 1 0 0 1 5
2KUV_A 0.88 0.77 1.00 17 1111 0 0 0 0 5
2KUW_A 0.90 0.81 1.00 17 1111 0 0 0 0 4
2L1F_A 0.81 0.67 1.00 16 2064 0 0 0 0 8
2L1F_B 0.82 0.68 1.00 17 2128 0 0 0 0 8
2L94_A 0.71 0.55 0.92 11 978 1 0 1 0 9
2LC8_A -0.01 0.00 0.00 0 1530 10 0 10 0 20
3A3A_A 0.70 0.49 1.00 18 3637 0 0 0 0 19
3IVN_B 0.78 0.61 1.00 19 2327 0 0 0 0 12
3JYX_4 0.39 0.30 0.50 10 12226 13 2 8 3 23
3O58_3 0.45 0.34 0.60 12 12383 12 2 6 4 23
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.60 0.38 0.94 16 3899 1 0 1 0 26
4A1C_2 0.31 0.24 0.40 8 11761 20 0 12 8 25

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Performance of MXScarna(seed) - scored lower in this pairwise comparison

1. Total counts & total scores for MXScarna(seed)

Total Base Pair Counts
Total TP 254
Total TN 61043
Total FP 100
Total FP CONTRA 8
Total FP INCONS 54
Total FP COMP 38
Total FN 195
Total Scores
MCC 0.672
Average MCC ± 95% Confidence Intervals 0.680 ± 0.135
Sensitivity 0.566
Positive Predictive Value 0.804
Nr of predictions 17

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2. Individual counts for MXScarna(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2KDQ_B 0.95 0.91 1.00 10 396 0 0 0 0 1
2KE6_A 0.89 0.84 0.94 16 1111 2 0 1 1 3
2KUR_A 0.87 0.81 0.94 17 1110 1 0 1 0 4
2KUU_A 0.84 0.76 0.94 16 1111 2 0 1 1 5
2KUV_A 0.85 0.77 0.94 17 1110 1 0 1 0 5
2KUW_A 0.76 0.67 0.88 14 1112 2 0 2 0 7
2L1F_A 0.91 0.88 0.95 21 2058 1 0 1 0 3
2L1F_B 0.96 0.92 1.00 23 2122 0 0 0 0 2
2L94_A 0.57 0.55 0.61 11 972 7 0 7 0 9
2LC8_A -0.01 0.00 0.00 0 1530 12 0 10 2 20
3A3A_A 0.77 0.65 0.92 24 3629 3 0 2 1 13
3IVN_B 0.65 0.45 0.93 14 2331 1 1 0 0 17
3JYX_4 0.38 0.30 0.48 10 12225 21 3 8 10 23
3O58_3 0.45 0.34 0.60 12 12383 19 2 6 11 23
3RKF_A 0.72 0.53 1.00 18 2193 0 0 0 0 16
3SD1_A 0.63 0.55 0.74 23 3885 8 1 7 0 19
4A1C_2 0.35 0.24 0.50 8 11765 20 1 7 12 25

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