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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of RNAalifold(20) - scored higher in this pairwise comparison

  4. Performance of CMfinder(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for RNAalifold(20) & CMfinder(20) [.zip] - may take several seconds...


Overview

Metric RNAalifold(20) CMfinder(20)
MCC 0.888 > 0.652
Average MCC ± 95% Confidence Intervals 0.889 ± 0.082 > 0.662 ± 0.224
Sensitivity 0.816 > 0.518
Positive Predictive Value 0.969 > 0.831
Total TP 93 > 59
Total TN 8141 < 8166
Total FP 9 < 16
Total FP CONTRA 1 < 3
Total FP INCONS 2 < 9
Total FP COMP 6 > 4
Total FN 21 < 55
P-value 0.0

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Performance plots


  1. Comparison of performance of RNAalifold(20) and CMfinder(20). Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for RNAalifold(20) and CMfinder(20)).

  2. Comparison of performance of RNAalifold(20) and CMfinder(20). Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for RNAalifold(20) and CMfinder(20)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for RNAalifold(20) and CMfinder(20). The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for RNAalifold(20) and CMfinder(20)).

  4. Comparison of average Matthews Correlation Coefficients (MCCs) for RNAalifold(20) and CMfinder(20). The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for RNAalifold(20) and CMfinder(20)).

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Performance of RNAalifold(20) - scored higher in this pairwise comparison

1. Total counts & total scores for RNAalifold(20)

Total Base Pair Counts
Total TP 93
Total TN 8141
Total FP 9
Total FP CONTRA 1
Total FP INCONS 2
Total FP COMP 6
Total FN 21
Total Scores
MCC 0.888
Average MCC ± 95% Confidence Intervals 0.889 ± 0.082
Sensitivity 0.816
Positive Predictive Value 0.969
Nr of predictions 4

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2. Individual counts for RNAalifold(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3J20_0 0.95 0.95 0.95 20 1198 1 1 0 0 1
3J2L_3 0.86 0.74 1.00 25 2995 2 0 0 2 9
3ZEX_D 0.91 0.89 0.94 31 2763 6 0 2 4 4
4FRG_B 0.84 0.71 1.00 17 1185 0 0 0 0 7

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Performance of CMfinder(20) - scored lower in this pairwise comparison

1. Total counts & total scores for CMfinder(20)

Total Base Pair Counts
Total TP 59
Total TN 8166
Total FP 16
Total FP CONTRA 3
Total FP INCONS 9
Total FP COMP 4
Total FN 55
Total Scores
MCC 0.652
Average MCC ± 95% Confidence Intervals 0.662 ± 0.224
Sensitivity 0.518
Positive Predictive Value 0.831
Nr of predictions 4

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2. Individual counts for CMfinder(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3J20_0 0.84 0.76 0.94 16 1202 2 1 0 1 5
3J2L_3 0.57 0.50 0.65 17 2994 11 2 7 2 17
3ZEX_D 0.70 0.54 0.90 19 2775 3 0 2 1 16
4FRG_B 0.54 0.29 1.00 7 1195 0 0 0 0 17

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