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#include <vigra/random_forest/rf_earlystopping.hxx>
Public Member Functions | |
template<class WeightIter , class T , class C > | |
bool | after_prediction (WeightIter iter, int k, MultiArrayView< 2, T, C > const &prob, double totalCt) |
StopIfConverging (double thresh, int num=10) |
Stop predicting if the 2norm of the probabilities does not change
StopIfConverging | ( | double | thresh, |
int | num = 10 |
||
) |
Constructor
thresh,: | If the two norm of the probabilites changes less then thresh then stop |
num | : look at atleast num trees before stopping |
bool after_prediction | ( | WeightIter | , |
int | k, | ||
MultiArrayView< 2, T, C > const & | , | ||
double | |||
) |
called after the prediction of a tree was added to the total prediction
WeightIter | Iterator to the weights delivered by current tree. |
k | after kth tree |
prob | Total probability array |
totalCt | sum of probability array. |
Reimplemented from StopBase.
© Ullrich Köthe (ullrich.koethe@iwr.uni-heidelberg.de) |
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