Files in ppforest2
Projection Pursuit Oblique Decision Trees and Random Forests

configure

MD5

NAMESPACE

DESCRIPTION

LICENSE

configure.win

cleanup

R/RcppExports.R R/plot-boundaries.R R/ppmodel.R R/parsnip.R R/plot-methods.R R/pptr.R R/plot-mosaic.R R/plot-design.R R/data.R R/grouping-strategy.R R/plot-importance.R R/plot-structure.R R/util.R R/plot-projection.R R/cutpoint-strategy.R R/leaf-strategy.R R/binarize-strategy.R R/vars-strategy.R R/pprf.R R/stop-strategy.R R/pp-strategy.R R/json.R

src/RcppExports.cpp

src/Makevars.win.in

src/Makevars.in

src/main.cpp

src/core/include/ppforest2.hpp

src/core/src/extending-strategies.dox

src/core/src/mainpage.dox

src/core/src/extending-visitors.dox

src/core/src/models/Bagged.hpp

src/core/src/models/ClassificationTree.hpp

src/core/src/models/Visualization.cpp

src/core/src/models/TreeBranch.hpp

src/core/src/models/RegressionTree.cpp

src/core/src/models/Projector.cpp

src/core/src/models/ClassificationForest.hpp

src/core/src/models/VIVisitor.hpp

src/core/src/models/Projector.hpp

src/core/src/models/TreeLeaf.hpp

src/core/src/models/TreeLeaf.cpp

src/core/src/models/Tree.cpp

src/core/src/models/RegressionForest.cpp

src/core/src/models/Model.cpp

src/core/src/models/Evaluation.cpp

src/core/src/models/TreeNode.cpp

src/core/src/models/TrainingSpec.cpp

src/core/src/models/Forest.hpp

src/core/src/models/ClassificationForest.cpp

src/core/src/models/Model.hpp

src/core/src/models/Evaluation.hpp

src/core/src/models/ClassificationTree.cpp

src/core/src/models/Forest.cpp

src/core/src/models/RegressionTree.hpp

src/core/src/models/TrainingSpec.hpp

src/core/src/models/Tree.hpp

src/core/src/models/Visualization.hpp

src/core/src/models/RegressionForest.hpp

src/core/src/models/TreeNode.hpp

src/core/src/models/TreeBranch.cpp

src/core/src/models/strategies/Strategy.hpp

src/core/src/models/strategies/NodeContext.hpp

src/core/src/models/strategies/vars/Uniform.hpp

src/core/src/models/strategies/vars/VariableSelection.cpp

src/core/src/models/strategies/vars/All.hpp

src/core/src/models/strategies/vars/Uniform.cpp

src/core/src/models/strategies/vars/All.cpp

src/core/src/models/strategies/vars/VariableSelection.hpp

src/core/src/models/strategies/stop/StopRule.hpp

src/core/src/models/strategies/stop/MaxDepth.hpp

src/core/src/models/strategies/stop/MinVariance.hpp

src/core/src/models/strategies/stop/MaxDepth.cpp

src/core/src/models/strategies/stop/PureNode.cpp

src/core/src/models/strategies/stop/MinVariance.cpp

src/core/src/models/strategies/stop/CompositeStop.hpp

src/core/src/models/strategies/stop/StopRule.cpp

src/core/src/models/strategies/stop/CompositeStop.cpp

src/core/src/models/strategies/stop/PureNode.hpp

src/core/src/models/strategies/stop/MinSize.hpp

src/core/src/models/strategies/stop/MinSize.cpp

src/core/src/models/strategies/pp/PDA.hpp

src/core/src/models/strategies/pp/ProjectionPursuit.hpp

src/core/src/models/strategies/pp/ProjectionPursuit.cpp

src/core/src/models/strategies/pp/PDA.cpp

src/core/src/models/strategies/grouping/Grouping.hpp

src/core/src/models/strategies/grouping/ByLabel.hpp

src/core/src/models/strategies/grouping/Grouping.cpp

src/core/src/models/strategies/grouping/ByCutpoint.hpp

src/core/src/models/strategies/grouping/ByCutpoint.cpp

src/core/src/models/strategies/grouping/ByLabel.cpp

src/core/src/models/strategies/leaf/MeanResponse.cpp

src/core/src/models/strategies/leaf/MajorityVote.cpp

src/core/src/models/strategies/leaf/MeanResponse.hpp

src/core/src/models/strategies/leaf/LeafStrategy.hpp

src/core/src/models/strategies/leaf/MajorityVote.hpp

src/core/src/models/strategies/cutpoint/Cutpoint.cpp

src/core/src/models/strategies/cutpoint/MeanOfMeans.cpp

src/core/src/models/strategies/cutpoint/Cutpoint.hpp

src/core/src/models/strategies/cutpoint/MeanOfMeans.hpp

src/core/src/models/strategies/binarize/Binarization.cpp

src/core/src/models/strategies/binarize/Disabled.hpp

src/core/src/models/strategies/binarize/Disabled.cpp

src/core/src/models/strategies/binarize/Binarization.hpp

src/core/src/models/strategies/binarize/LargestGap.cpp

src/core/src/models/strategies/binarize/LargestGap.hpp

src/core/src/serialization/Json.cpp

src/core/src/serialization/JsonOptional.hpp

src/core/src/serialization/Json.hpp

src/core/src/serialization/ExportValidation.hpp

src/core/src/serialization/ExportValidation.cpp

src/core/src/stats/Uniform.hpp

src/core/src/stats/Metrics.cpp

src/core/src/stats/Metrics.hpp

src/core/src/stats/Simulation.hpp

src/core/src/stats/GroupPartition.hpp

src/core/src/stats/Normal.cpp

src/core/src/stats/Normal.hpp

src/core/src/stats/ConfusionMatrix.hpp

src/core/src/stats/GroupPartition.cpp

src/core/src/stats/DataPacket.hpp

src/core/src/stats/Uniform.cpp

src/core/src/stats/Stats.hpp

src/core/src/stats/Stats.cpp

src/core/src/stats/Simulation.cpp

src/core/src/stats/ConfusionMatrix.cpp

src/core/src/utils/UserError.cpp

src/core/src/utils/Invariant.cpp

src/core/src/utils/UserError.hpp

src/core/src/utils/Types.hpp

src/core/src/utils/System.hpp

src/core/src/utils/RangeVector.hpp

src/core/src/utils/JsonReader.cpp

src/core/src/utils/JsonReader.hpp

src/core/src/utils/Math.hpp

src/core/src/utils/Macros.hpp

src/core/src/utils/Map.hpp

src/core/src/utils/System.cpp

src/core/src/utils/Invariant.hpp

src/core/src/test/Projectors.hpp

src/core/src/test/TestSpec.hpp

src/core/src/test/ThrowsWith.hpp

src/core/src/test/MockStop.hpp

src/core/src/test/NodeContextFixture.hpp

inst/WORDLIST

inst/include/pcg_extras.hpp

inst/include/pcg_random.hpp

inst/include/ppforest2.h

inst/include/pcg_uint128.hpp

inst/include/nlohmann/ordered_map.hpp

inst/include/nlohmann/byte_container_with_subtype.hpp

inst/include/nlohmann/json.hpp

inst/include/nlohmann/adl_serializer.hpp

inst/include/nlohmann/json_fwd.hpp

inst/include/nlohmann/detail/json_custom_base_class.hpp

inst/include/nlohmann/detail/abi_macros.hpp

inst/include/nlohmann/detail/exceptions.hpp

inst/include/nlohmann/detail/value_t.hpp

inst/include/nlohmann/detail/json_ref.hpp

inst/include/nlohmann/detail/string_escape.hpp

inst/include/nlohmann/detail/macro_scope.hpp

inst/include/nlohmann/detail/json_pointer.hpp

inst/include/nlohmann/detail/hash.hpp

inst/include/nlohmann/detail/macro_unscope.hpp

inst/include/nlohmann/detail/string_concat.hpp

inst/include/nlohmann/detail/input/input_adapters.hpp

inst/include/nlohmann/detail/input/parser.hpp

inst/include/nlohmann/detail/input/json_sax.hpp

inst/include/nlohmann/detail/input/position_t.hpp

inst/include/nlohmann/detail/input/lexer.hpp

inst/include/nlohmann/detail/input/binary_reader.hpp

inst/include/nlohmann/detail/conversions/to_json.hpp

inst/include/nlohmann/detail/conversions/to_chars.hpp

inst/include/nlohmann/detail/conversions/from_json.hpp

inst/include/nlohmann/detail/iterators/iter_impl.hpp

inst/include/nlohmann/detail/iterators/primitive_iterator.hpp

inst/include/nlohmann/detail/iterators/iterator_traits.hpp

inst/include/nlohmann/detail/iterators/json_reverse_iterator.hpp

inst/include/nlohmann/detail/iterators/internal_iterator.hpp

inst/include/nlohmann/detail/iterators/iteration_proxy.hpp

inst/include/nlohmann/detail/meta/is_sax.hpp

inst/include/nlohmann/detail/meta/identity_tag.hpp

inst/include/nlohmann/detail/meta/void_t.hpp

inst/include/nlohmann/detail/meta/cpp_future.hpp

inst/include/nlohmann/detail/meta/type_traits.hpp

inst/include/nlohmann/detail/meta/detected.hpp

inst/include/nlohmann/detail/meta/std_fs.hpp

inst/include/nlohmann/detail/meta/call_std/begin.hpp

inst/include/nlohmann/detail/meta/call_std/end.hpp

inst/include/nlohmann/detail/output/output_adapters.hpp

inst/include/nlohmann/detail/output/serializer.hpp

inst/include/nlohmann/detail/output/binary_writer.hpp

inst/include/nlohmann/thirdparty/hedley/hedley.hpp

inst/include/nlohmann/thirdparty/hedley/hedley_undef.hpp

inst/doc/custom-strategies.R

inst/doc/introduction.html

inst/doc/custom-strategies.html

inst/doc/custom-strategies.Rmd inst/doc/introduction.R inst/doc/introduction.Rmd

inst/golden/iris/tree-pda-s0.json

inst/golden/iris/forest-pda-n5-s0.json

inst/golden/iris/forest-pda-l05-n5-s0.json

inst/golden/wine/forest-pda-n10-s0.json

inst/golden/crab/tree-pda-s0.json

inst/golden/crab/forest-pda-n10-s0.json

inst/golden/glass/forest-pda-n10-s0.json

build/vignette.rds

tests/testthat/_snaps/plot-structure/pptr-regression-structure.svg

tests/testthat/_snaps/plot-structure/pptr-structure.svg

tests/testthat/_snaps/plot-structure/pprf-structure.svg

tests/testthat/_snaps/plot-boundaries/pptr-boundaries-2d.svg

tests/testthat/_snaps/plot-projection/pptr-projection-root.svg

tests/testthat/_snaps/plot-importance/pprf-regression-importance-projections.svg

tests/testthat/_snaps/plot-importance/pprf-importance-permuted.svg

tests/testthat/_snaps/plot-importance/pptr-importance.svg

tests/testthat/_snaps/plot-importance/pprf-importance-projections.svg

vignettes/custom-strategies.Rmd vignettes/introduction.Rmd

data/olive.rda

data/leukemia.rda

data/crabs.rda

data/fishcatch.rda

data/NCI60.rda

data/crab.rda

data/wine.rda

data/parkinson.rda

data/lymphoma.rda

data/california_housing.rda

data/image.rda

data/glass.rda

man/nobs.ppmodel.Rd man/grouping_by_cutpoint.Rd man/fishcatch.Rd man/permuted_importance.Rd man/plot.pptr.Rd man/cutpoint_mean_of_means.Rd man/oob_error.Rd man/crab.Rd man/print.pptr.Rd man/projection_importance.Rd man/bag_samples.Rd man/update.pp_rand_forest.Rd man/leaf_majority_vote.Rd man/binarize_disabled.Rd man/stop_max_depth.Rd man/stop_any.Rd man/oob_samples.Rd man/predict.pptr_classification.Rd man/formula.ppmodel.Rd man/pp_pda.Rd man/wine.Rd man/leaf_mean_response.Rd man/plot.pprf.Rd man/load_json.Rd man/print.pprf.Rd man/vars_all.Rd man/residuals.ppmodel.Rd man/parkinson.Rd man/olive.Rd man/pp_rand_forest.Rd man/pp_tree.Rd man/NCI60.Rd man/weighted_importance.Rd man/leukemia.Rd man/california_housing.Rd man/stop_min_size.Rd man/update.pp_tree.Rd man/predict.pprf_classification.Rd man/pprf.Rd man/glass.Rd man/summary.pprf.Rd man/stop_min_variance.Rd man/binarize_largest_gap.Rd man/predict.pptr_regression.Rd man/save_json.Rd man/stop_pure_node.Rd man/oob_predictions.Rd man/lymphoma.Rd man/vars_uniform.Rd man/fitted.ppmodel.Rd man/grouping_by_label.Rd man/image.Rd man/crabs.Rd man/predict.pprf_regression.Rd man/pptr.Rd

ppforest2 documentation built on July 21, 2026, 9:07 a.m.

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ppforest2
Projection Pursuit Oblique Decision Trees and Random Forests

Files in ppforest2
Projection Pursuit Oblique Decision Trees and Random Forests

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ppforest2 Projection Pursuit Oblique Decision Trees and Random Forests

Files in ppforest2 Projection Pursuit Oblique Decision Trees and Random Forests

R Package Documentation

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We want your feedback!

ppforest2
Projection Pursuit Oblique Decision Trees and Random Forests

Files in ppforest2
Projection Pursuit Oblique Decision Trees and Random Forests