#include <AlgebraicDecisionTree.h>
Inheritance diagram for gtsam::AlgebraicDecisionTree< L >:
Classes | |
| struct | Ring |
Public Types | |
| typedef DecisionTree< L, double > | Super |
 Public Types inherited from gtsam::DecisionTree< L, double > | |
| typedef boost::function< double(const double &, const double &)> | Binary |
| typedef std::pair< L, size_t > | LabelC |
| typedef Node::Ptr | NodePtr |
| typedef boost::function< double(const double &)> | Unary |
Public Member Functions | |
| AlgebraicDecisionTree () | |
| AlgebraicDecisionTree (const Super &add) | |
| AlgebraicDecisionTree (const L &label, double y1, double y2) | |
| AlgebraicDecisionTree (const typename Super::LabelC &labelC, double y1, double y2) | |
| AlgebraicDecisionTree (const std::vector< typename Super::LabelC > &labelCs, const std::vector< double > &ys) | |
| AlgebraicDecisionTree (const std::vector< typename Super::LabelC > &labelCs, const std::string &table) | |
| template<typename Iterator > | |
| AlgebraicDecisionTree (Iterator begin, Iterator end, const L &label) | |
| template<typename M > | |
| AlgebraicDecisionTree (const AlgebraicDecisionTree< M > &other, const std::map< M, L > &map) | |
| AlgebraicDecisionTree | operator* (const AlgebraicDecisionTree &g) const |
| AlgebraicDecisionTree | operator+ (const AlgebraicDecisionTree &g) const |
| AlgebraicDecisionTree | operator/ (const AlgebraicDecisionTree &g) const |
| AlgebraicDecisionTree | sum (const L &label, size_t cardinality) const |
| AlgebraicDecisionTree | sum (const typename Super::LabelC &labelC) const |
| Public Member Functions inherited from gtsam::DecisionTree< L, double > | |
| DecisionTree (const double &y) | |
| DecisionTree (const L &label, const double &y1, const double &y2) | |
| DecisionTree (const LabelC &label, const double &y1, const double &y2) | |
| DecisionTree (const std::vector< LabelC > &labelCs, const std::vector< double > &ys) | |
| DecisionTree (const std::vector< LabelC > &labelCs, const std::string &table) | |
| DecisionTree (Iterator begin, Iterator end, const L &label) | |
| DecisionTree (const L &label, const DecisionTree &f0, const DecisionTree &f1) | |
| DecisionTree (const DecisionTree< M, X > &other, const std::map< M, L > &map, boost::function< double(const X &)> op) | |
| DecisionTree (const NodePtr &root) | |
| NodePtr | compose (Iterator begin, Iterator end, const L &label) const |
| void | print (const std::string &s="DecisionTree") const |
| bool | equals (const DecisionTree &other, double tol=1e-9) const |
| virtual | ~DecisionTree () |
| bool | operator== (const DecisionTree &q) const |
| const double & | operator() (const Assignment< L > &x) const |
| DecisionTree | apply (const Unary &op) const |
| DecisionTree | apply (const DecisionTree &g, const Binary &op) const |
| DecisionTree | choose (const L &label, size_t index) const |
| DecisionTree | combine (const L &label, size_t cardinality, const Binary &op) const |
| DecisionTree | combine (const LabelC &labelC, const Binary &op) const |
| void | dot (std::ostream &os, bool showZero=true) const |
| void | dot (const std::string &name, bool showZero=true) const |
Additional Inherited Members | |
| Public Attributes inherited from gtsam::DecisionTree< L, double > | |
| NodePtr | root_ |
| Protected Member Functions inherited from gtsam::DecisionTree< L, double > | |
| NodePtr | convert (const typename DecisionTree< M, X >::NodePtr &f, const std::map< M, L > &map, boost::function< double(const X &)> op) |
| NodePtr | create (It begin, It end, ValueIt beginY, ValueIt endY) const |
| DecisionTree () | |
Detailed Description
template<typename L>
class gtsam::AlgebraicDecisionTree< L >
Algebraic Decision Trees fix the range to double Just has some nice constructors and some syntactic sugar TODO: consider eliminating this class altogether?
Definition at line 31 of file AlgebraicDecisionTree.h.
Member Typedef Documentation
template<typename L>
| typedef DecisionTree<L, double> gtsam::AlgebraicDecisionTree< L >::Super |
Definition at line 35 of file AlgebraicDecisionTree.h.
Constructor & Destructor Documentation
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Definition at line 62 of file AlgebraicDecisionTree.h.
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Definition at line 66 of file AlgebraicDecisionTree.h.
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Create a new leaf function splitting on a variable
Definition at line 71 of file AlgebraicDecisionTree.h.
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Create a new leaf function splitting on a variable
Definition at line 76 of file AlgebraicDecisionTree.h.
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Create from keys and vector table
Definition at line 82 of file AlgebraicDecisionTree.h.
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Create from keys and string table
Definition at line 89 of file AlgebraicDecisionTree.h.
template<typename L>
template<typename Iterator >
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Create a new function splitting on a variable
Definition at line 103 of file AlgebraicDecisionTree.h.
template<typename L>
template<typename M >
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Convert
Definition at line 110 of file AlgebraicDecisionTree.h.
Member Function Documentation
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product
Definition at line 122 of file AlgebraicDecisionTree.h.
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sum
Definition at line 117 of file AlgebraicDecisionTree.h.
template<typename L>
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division
Definition at line 127 of file AlgebraicDecisionTree.h.
template<typename L>
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sum out variable
Definition at line 132 of file AlgebraicDecisionTree.h.
template<typename L>
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sum out variable
Definition at line 137 of file AlgebraicDecisionTree.h.
The documentation for this class was generated from the following file: