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vigra::rf::split Namespace Reference |
Classes | |
class | Median |
class | RandomSplitOfColumn |
This namespace contains additional Splitfunctors.
The Split functor classes are designed in a modular fashion because new split functors may share a lot of code with existing ones.
ThresholdSplit implements the functionality needed for any split functor, that makes its decision via one dimensional axis-parallel cuts. The Template parameter defines how the split along one dimension is chosen.
The BestGiniOfColumn class chooses a split that minimizes one of the Loss functions supplied (GiniCriterion for classification and LSQLoss for regression). Median chooses the Split in a kD tree fashion.
Currently defined typedefs:
© Ullrich Köthe (ullrich.koethe@iwr.uni-heidelberg.de) |
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