MLPACK  1.0.8
Classes
mlpack::tree Namespace Reference

Trees and tree-building procedures. More...

Classes

class  BinarySpaceTree
 A binary space partitioning tree, such as a KD-tree or a ball tree. More...
 
class  CosineTree
 
class  CosineTreeBuilder
 
class  CoverTree
 A cover tree is a tree specifically designed to speed up nearest-neighbor computation in high-dimensional spaces. More...
 
struct  DualCoverTreeMapEntry
 Forward declaration of struct to be used for traversal. More...
 
class  EmptyStatistic
 Empty statistic if you are not interested in storing statistics in your tree. More...
 
class  FirstPointIsRoot
 This class is meant to be used as a choice for the policy class RootPointPolicy of the CoverTree class. More...
 
class  MRKDStatistic
 Statistic for multi-resolution kd-trees. More...
 
class  TreeTraits
 The TreeTraits class provides compile-time information on the characteristics of a given tree type. More...
 
class  TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > >
 This is a specialization of the TreeType class to the BinarySpaceTree tree type. More...
 
class  TreeTraits< CoverTree< MetricType, RootPointPolicy, StatisticType > >
 The specialization of the TreeTraits class for the CoverTree tree type. More...
 

Detailed Description

Trees and tree-building procedures.

tree-building procedures.

Cosine Trees and building procedures.