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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric MaxExpect RNASLOpt
MCC 0.291 > 0.000
Average MCC ± 95% Confidence Intervals 0.291 ± > 0.000 ±
Sensitivity 0.250 > 0.000
Positive Predictive Value 0.340 > 0.000
Total TP 65 > 0
Total TN 456299 < 456490
Total FP 140 > 0
Total FP CONTRA 18 > 0
Total FP INCONS 108 > 0
Total FP COMP 14 > 0
Total FN 195 < 260
P-value 0.0

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Performance plots


  1. Comparison of performance of MaxExpect and RNASLOpt. 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 MaxExpect and RNASLOpt).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for MaxExpect and RNASLOpt. 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 MaxExpect and RNASLOpt).

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Performance of MaxExpect - scored higher in this pairwise comparison

1. Total counts & total scores for MaxExpect

Total Base Pair Counts
Total TP 65
Total TN 456299
Total FP 140
Total FP CONTRA 18
Total FP INCONS 108
Total FP COMP 14
Total FN 195
Total Scores
MCC 0.291
Average MCC ± 95% Confidence Intervals 0.291 ±
Sensitivity 0.250
Positive Predictive Value 0.340
Nr of predictions 1

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00443 - 0.29 0.25 0.34 65 456299 140 18 108 14 195

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Performance of RNASLOpt - scored lower in this pairwise comparison

1. Total counts & total scores for RNASLOpt

Total Base Pair Counts
Total TP 0
Total TN 456490
Total FP 0
Total FP CONTRA 0
Total FP INCONS 0
Total FP COMP 0
Total FN 260
Total Scores
MCC 0.000
Average MCC ± 95% Confidence Intervals 0.000 ±
Sensitivity 0.000
Positive Predictive Value 0.000
Nr of predictions 1

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00443 - 0.00 0.00 0.00 0 456490 0 0 0 0 260

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