ppforest2 v0.1.3
Projection Pursuit Decision Trees and Random Forests
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Class List
Here are the classes, structs, unions and interfaces with brief descriptions:
[detail level 12345]
 ▼Nnlohmann
 Cadl_serializer< Eigen::Matrix< Scalar, Rows, Cols, Options, MaxRows, MaxCols > >Eigen::Matrix ↔ JSON
 Cadl_serializer< ppforest2::serialization::Export< ppforest2::Forest::Ptr > >
 Cadl_serializer< ppforest2::serialization::Export< ppforest2::Model::Ptr > >
 Cadl_serializer< ppforest2::serialization::Export< ppforest2::Tree::Ptr > >
 Cadl_serializer< ppforest2::stats::ClassificationMetrics >
 Cadl_serializer< ppforest2::stats::ConfusionMatrix >
 Cadl_serializer< ppforest2::stats::RegressionMetrics >
 Cadl_serializer< ppforest2::VariableImportance >
 Cadl_serializer< std::optional< T > >
 ▼Nppforest2Binarization strategies for multiclass-to-binary reduction
 ►Nbinarize
 ►NcliCommand-line interface: argument parsing, subcommands, and benchmark/evaluation orchestration
 ►Ncutpoint
 ►Ngrouping
 ►Nio
 ►NleafLeaf creation strategies
 ►Npp
 ►NserializationJSON serialization and deserialization for ppforest2 models
 ►NstatsStatistical infrastructure for training and evaluation
 ►Nstop
 ►Ntest
 ►Nvars
 ►Nviz
 CBaggedBootstrap-aggregated model wrapper
 CClassificationForestRandom forest of classification trees
 CClassificationTreeA projection pursuit decision tree for classification
 CForestAbstract base class for projection pursuit random forests
 CJsonReaderA small DSL for extracting-and-validating values out of a JSON object with path-aware error messages
 ►CModelAbstract base class for predictive models (trees and forests)
 CNodeContextMutable context accumulating intermediate results during node training
 CProportionsTag type for requesting vote-proportion predictions
 CRegressionForestRandom forest of regression trees
 CRegressionTreeA projection pursuit decision tree for regression
 ►CTrainingSpecTraining configuration for projection pursuit trees and forests
 CTreeAbstract base class for projection pursuit decision trees
 CTreeBranchInternal split node in a projection pursuit tree
 CTreeLeafLeaf node in a projection pursuit tree
 ►CTreeNodeAbstract base class for nodes in a projection pursuit tree
 CUserErrorException for user-facing input validation errors
 CVariableImportanceGrouped result of the variable importance measures
 CVIVisitorVisitor that accumulates per-variable contributions for VI2 and VI3
 CProcessResultCaptured output of a child-process invocation
 CSavedModelTestTest fixture that trains a forest model once in SetUp()
 CStrategyCRTP base class providing self-registration for strategy types
 CTempDirRAII temporary directory with automatic cleanup
 CTempFileRAII temporary file with automatic cleanup