MLPACK
1.0.8
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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... | |
Trees and tree-building procedures.
tree-building procedures.
Cosine Trees and building procedures.