[ VIGRA Homepage | Function Index | Class Index | Namespaces | File List | Main Page ]
#include <vigra/random_forest/rf_visitors.hxx>
Public Attributes | |
double | oobError |
Visitor that calculates the oob error of each individual randomized decision tree.
After training a tree, all those samples that are OOB for this particular tree are put down the tree and the error estimated. the per tree oob error is the average of the individual error estimates. (oobError = average error of one randomized tree) Note: This is Not the OOB - Error estimate suggested by Breiman (See OOB_Error visitor)
does the basic calculation per tree
double oobError |
Average error of one randomized decision tree
© Ullrich Köthe (ullrich.koethe@iwr.uni-heidelberg.de) |