ROCCurves show the tradeoff in sensitivity and specitivity for binary classifiers using different cutoff values. More...
#include <OpenMS/MATH/STATISTICS/ROCCurve.h>
| Classes | |
| class | simsortdec | 
| predicate for sort()  More... | |
| Public Member Functions | |
| ROCCurve () | |
| default constructor  More... | |
| virtual | ~ROCCurve () | 
| destructor  More... | |
| ROCCurve (const ROCCurve &source) | |
| copy constructor  More... | |
| ROCCurve & | operator= (const ROCCurve &source) | 
| assignment operator  More... | |
| void | insertPair (double score, bool clas) | 
| insert score, type pair  More... | |
| double | AUC () | 
| returns Area Under Curve  More... | |
| std::vector< std::pair< double, double > > | curve (UInt resolution=10) | 
| some points in the ROC Curve  More... | |
| double | cutoffPos (double fraction=0.95) | 
| double | cutoffNeg (double fraction=0.95) | 
| Private Attributes | |
| std::list< std::pair< double, bool > > | score_clas_pairs_ | 
| UInt | pos_ | 
| UInt | neg_ | 
ROCCurves show the tradeoff in sensitivity and specitivity for binary classifiers using different cutoff values.
[This class is buggy and usage is discouraged!]
| ROCCurve | ( | ) | 
default constructor
| 
 | virtual | 
destructor
| double AUC | ( | ) | 
returns Area Under Curve
| void insertPair | ( | double | score, | 
| bool | clas | ||
| ) | 
insert score, type pair
| 
 | private | 
| 
 | private | 
| 
 | private | 
| OpenMS / TOPP release 1.11.1 | Documentation generated on Thu Nov 14 2013 11:19:38 using doxygen 1.8.5 |