File transformation_probability.hpp

namespace boosting

class IProbabilityTransformation

#include <transformation_probability.hpp>

Defines an interface for all classes that allow to transform aggregated scores into probability estimates.

Subclassed by boosting::LabelWiseProbabilityTransformation, boosting::MarginalizedProbabilityTransformation

Public Functions

inline virtual ~IProbabilityTransformation()

virtual void apply(View<float64>::const_iterator scoresBegin, View<float64>::const_iterator scoresEnd, View<float64>::iterator probabilitiesBegin, View<float64>::iterator probabilitiesEnd) const = 0

Transforms aggregated scores into probability estimates.

Parameters:

• scoresBegin – An iterator to the beginning of the aggregated scores

• scoresEnd – An iterator to the end of the the aggregated scores

• probabilitiesBegin – An iterator to the beginning of the probabilities

• probabilitiesEnd – An iterator to the end of the probabilities