001503186c
This PR rewrites the approx tree method to use codebase from hist for better performance and code sharing. The rewrite has many benefits: - Support for both `max_leaves` and `max_depth`. - Support for `grow_policy`. - Support for mono constraint. - Support for feature weights. - Support for easier bin configuration (`max_bin`). - Support for categorical data. - Faster performance for most of the datasets. (many times faster) - Support for prediction cache. - Significantly better performance for external memory. - Unites the code base between approx and hist.
87 lines
2.6 KiB
C++
87 lines
2.6 KiB
C++
/*!
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* Copyright 2015-2019 by Contributors.
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* \brief XGBoost Amalgamation.
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* This offers an alternative way to compile the entire library from this single file.
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*
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* Example usage command.
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* - $(CXX) -std=c++0x -fopenmp -o -shared libxgboost.so xgboost-all0.cc -ldmlc -lrabit
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*
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* \author Tianqi Chen.
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*/
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// metrics
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#include "../src/metric/metric.cc"
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#include "../src/metric/elementwise_metric.cc"
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#include "../src/metric/multiclass_metric.cc"
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#include "../src/metric/rank_metric.cc"
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#include "../src/metric/auc.cc"
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#include "../src/metric/survival_metric.cc"
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// objectives
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#include "../src/objective/objective.cc"
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#include "../src/objective/regression_obj.cc"
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#include "../src/objective/multiclass_obj.cc"
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#include "../src/objective/rank_obj.cc"
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#include "../src/objective/hinge.cc"
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#include "../src/objective/aft_obj.cc"
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// gbms
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#include "../src/gbm/gbm.cc"
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#include "../src/gbm/gbtree.cc"
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#include "../src/gbm/gbtree_model.cc"
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#include "../src/gbm/gblinear.cc"
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#include "../src/gbm/gblinear_model.cc"
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// data
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#include "../src/data/data.cc"
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#include "../src/data/simple_dmatrix.cc"
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#include "../src/data/sparse_page_raw_format.cc"
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#include "../src/data/ellpack_page.cc"
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#include "../src/data/gradient_index.cc"
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#include "../src/data/gradient_index_page_source.cc"
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#include "../src/data/gradient_index_format.cc"
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#include "../src/data/sparse_page_dmatrix.cc"
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#include "../src/data/proxy_dmatrix.cc"
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// prediction
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#include "../src/predictor/predictor.cc"
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#include "../src/predictor/cpu_predictor.cc"
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// trees
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#include "../src/tree/param.cc"
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#include "../src/tree/tree_model.cc"
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#include "../src/tree/tree_updater.cc"
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#include "../src/tree/updater_colmaker.cc"
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#include "../src/tree/updater_quantile_hist.cc"
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#include "../src/tree/updater_prune.cc"
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#include "../src/tree/updater_refresh.cc"
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#include "../src/tree/updater_sync.cc"
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#include "../src/tree/updater_histmaker.cc"
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#include "../src/tree/updater_approx.cc"
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#include "../src/tree/constraints.cc"
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// linear
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#include "../src/linear/linear_updater.cc"
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#include "../src/linear/updater_coordinate.cc"
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#include "../src/linear/updater_shotgun.cc"
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// global
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#include "../src/learner.cc"
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#include "../src/logging.cc"
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#include "../src/global_config.cc"
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#include "../src/common/common.cc"
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#include "../src/common/random.cc"
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#include "../src/common/charconv.cc"
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#include "../src/common/timer.cc"
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#include "../src/common/quantile.cc"
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#include "../src/common/host_device_vector.cc"
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#include "../src/common/hist_util.cc"
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#include "../src/common/json.cc"
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#include "../src/common/io.cc"
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#include "../src/common/survival_util.cc"
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#include "../src/common/version.cc"
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// c_api
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#include "../src/c_api/c_api.cc"
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#include "../src/c_api/c_api_error.cc"
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