Table of contents:
- Overview
- Performance Plots
- Performance of PETfold_pre2.0(seed)
- scored higher in this pairwise comparison
- Performance of MaxExpect
- scored lower in this pairwise comparison
- Compile and download dataset for PETfold_pre2.0(seed) & MaxExpect [.zip] - may take several seconds...
Overview
| Metric |
PETfold_pre2.0(seed) |
|
MaxExpect |
|---|
| MCC |
0.715 |
>
|
0.509 |
| Average MCC ± 95% Confidence Intervals |
0.699
±
0.059
|
>
|
0.497
±
0.101
|
| Sensitivity |
0.602 |
>
|
0.439 |
| Positive Predictive Value |
0.850 |
>
|
0.592 |
| Total TP |
935 |
>
|
682 |
| Total TN |
1251685 |
>
|
1251632 |
| Total FP |
203 |
<
|
525 |
| Total FP CONTRA |
18 |
<
|
35 |
| Total FP INCONS |
147 |
<
|
436 |
| Total FP COMP |
38 |
<
|
54 |
| Total FN |
617 |
<
|
870 |
| P-value |
5.23657817852e-08 |
Performance plots
-
Comparison of performance of PETfold_pre2.0(seed) and MaxExpect. 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 MaxExpect).
-
Comparison of performance of PETfold_pre2.0(seed) and MaxExpect. 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 MaxExpect).
-
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 MaxExpect).
-
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 MaxExpect).
-
Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and MaxExpect. 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 MaxExpect).
-
Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and MaxExpect. 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 MaxExpect).
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 |
935 |
| Total TN |
1251685 |
| Total FP |
203 |
| Total FP CONTRA |
18 |
| Total FP INCONS |
147 |
| Total FP COMP |
38 |
| Total FN |
617 |
| Total Scores |
|---|
| MCC |
0.715 |
| Average MCC ± 95% Confidence Intervals |
0.699
±
0.059
|
| Sensitivity |
0.602 |
| Positive Predictive Value |
0.850 |
| Nr of predictions |
26 |
Performance of MaxExpect
- scored lower in this pairwise comparison
1. Total counts & total scores for MaxExpect
| Total Base Pair Counts |
|---|
| Total TP |
682 |
| Total TN |
1251632 |
| Total FP |
525 |
| Total FP CONTRA |
35 |
| Total FP INCONS |
436 |
| Total FP COMP |
54 |
| Total FN |
870 |
| Total Scores |
|---|
| MCC |
0.509 |
| Average MCC ± 95% Confidence Intervals |
0.497
±
0.101
|
| Sensitivity |
0.439 |
| Positive Predictive Value |
0.592 |
| Nr of predictions |
26 |
Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based
on the paper by Gardener & Giegerich, 2004.
| 
