Table of contents:
- Overview
- Performance Plots
- Performance of CMfinder(20)
- scored higher in this pairwise comparison
- Performance of MaxExpect
- scored lower in this pairwise comparison
- Compile and download dataset for CMfinder(20) & MaxExpect [.zip] - may take several seconds...
Overview
| Metric |
CMfinder(20) |
|
MaxExpect |
|---|
| MCC |
0.580 |
>
|
0.352 |
| Average MCC ± 95% Confidence Intervals |
0.564
±
0.352
|
>
|
0.345
±
0.206
|
| Sensitivity |
0.500 |
>
|
0.388 |
| Positive Predictive Value |
0.681 |
>
|
0.330 |
| Total TP |
49 |
>
|
38 |
| Total TN |
10820 |
>
|
10777 |
| Total FP |
26 |
<
|
108 |
| Total FP CONTRA |
12 |
<
|
26 |
| Total FP INCONS |
11 |
<
|
51 |
| Total FP COMP |
3 |
<
|
31 |
| Total FN |
49 |
<
|
60 |
| P-value |
0.0 |
Performance plots
-
Comparison of performance of CMfinder(20) 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 CMfinder(20)
and MaxExpect).
-
Comparison of average Matthews Correlation Coefficients (MCCs) for CMfinder(20) 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 CMfinder(20)
and MaxExpect).
Performance of CMfinder(20)
- scored higher in this pairwise comparison
1. Total counts & total scores for CMfinder(20)
| Total Base Pair Counts |
|---|
| Total TP |
49 |
| Total TN |
10820 |
| Total FP |
26 |
| Total FP CONTRA |
12 |
| Total FP INCONS |
11 |
| Total FP COMP |
3 |
| Total FN |
49 |
| Total Scores |
|---|
| MCC |
0.580 |
| Average MCC ± 95% Confidence Intervals |
0.564
±
0.352
|
| Sensitivity |
0.500 |
| Positive Predictive Value |
0.681 |
| Nr of predictions |
5 |
Performance of MaxExpect
- scored lower in this pairwise comparison
1. Total counts & total scores for MaxExpect
| Total Base Pair Counts |
|---|
| Total TP |
38 |
| Total TN |
10777 |
| Total FP |
108 |
| Total FP CONTRA |
26 |
| Total FP INCONS |
51 |
| Total FP COMP |
31 |
| Total FN |
60 |
| Total Scores |
|---|
| MCC |
0.352 |
| Average MCC ± 95% Confidence Intervals |
0.345
±
0.206
|
| Sensitivity |
0.388 |
| Positive Predictive Value |
0.330 |
| Nr of predictions |
5 |
Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based
on the paper by Gardener & Giegerich, 2004.
| 
