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
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virtual |
destructor
| double AUC | ( | ) |
returns Area Under Curve
| void insertPair | ( | double | score, |
| bool | clas | ||
| ) |
insert score, type pair
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private |
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private |
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private |
| OpenMS / TOPP release 1.11.1 | Documentation generated on Thu Nov 14 2013 11:19:38 using doxygen 1.8.5 |