Table of contents:
- Overview
- Performance Plots
- Performance of PETfold_pre2.0(seed)
- scored higher in this pairwise comparison
- Performance of Vsfold4
- scored lower in this pairwise comparison
- Compile and download dataset for PETfold_pre2.0(seed) & Vsfold4 [.zip] - may take several seconds...
Overview
| Metric |
PETfold_pre2.0(seed) |
|
Vsfold4 |
|---|
| MCC |
0.729 |
>
|
0.452 |
| Average MCC ± 95% Confidence Intervals |
0.701
±
0.068
|
>
|
0.473
±
0.106
|
| Sensitivity |
0.605 |
>
|
0.371 |
| Positive Predictive Value |
0.882 |
>
|
0.559 |
| Total TP |
480 |
>
|
294 |
| Total TN |
111943 |
<
|
111961 |
| Total FP |
90 |
<
|
272 |
| Total FP CONTRA |
4 |
<
|
16 |
| Total FP INCONS |
60 |
<
|
216 |
| Total FP COMP |
26 |
<
|
40 |
| Total FN |
313 |
<
|
499 |
| P-value |
5.19332990918e-08 |
Performance plots
-
Comparison of performance of PETfold_pre2.0(seed) and Vsfold4. 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 PETfold_pre2.0(seed)
and Vsfold4).
-
Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data
(individual counts for PETfold_pre2.0(seed)
and Vsfold4).
-
Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and Vsfold4. 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 PETfold_pre2.0(seed)
and Vsfold4).
Performance of PETfold_pre2.0(seed)
- scored higher in this pairwise comparison
1. Total counts & total scores for PETfold_pre2.0(seed)
| Total Base Pair Counts |
|---|
| Total TP |
480 |
| Total TN |
111943 |
| Total FP |
90 |
| Total FP CONTRA |
4 |
| Total FP INCONS |
60 |
| Total FP COMP |
26 |
| Total FN |
313 |
| Total Scores |
|---|
| MCC |
0.729 |
| Average MCC ± 95% Confidence Intervals |
0.701
±
0.068
|
| Sensitivity |
0.605 |
| Positive Predictive Value |
0.882 |
| Nr of predictions |
22 |
Performance of Vsfold4
- scored lower in this pairwise comparison
1. Total counts & total scores for Vsfold4
| Total Base Pair Counts |
|---|
| Total TP |
294 |
| Total TN |
111961 |
| Total FP |
272 |
| Total FP CONTRA |
16 |
| Total FP INCONS |
216 |
| Total FP COMP |
40 |
| Total FN |
499 |
| Total Scores |
|---|
| MCC |
0.452 |
| Average MCC ± 95% Confidence Intervals |
0.473
±
0.106
|
| Sensitivity |
0.371 |
| Positive Predictive Value |
0.559 |
| Nr of predictions |
22 |
Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based
on the paper by Gardener & Giegerich, 2004.
| 
