bcc0277338
* Re-implement ROC-AUC. * Binary * MultiClass * LTR * Add documents. This PR resolves a few issues: - Define a value when the dataset is invalid, which can happen if there's an empty dataset, or when the dataset contains only positive or negative values. - Define ROC-AUC for multi-class classification. - Define weighted average value for distributed setting. - A correct implementation for learning to rank task. Previous implementation is just binary classification with averaging across groups, which doesn't measure ordered learning to rank.
87 lines
2.5 KiB
C++
87 lines
2.5 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/ellpack_page_source.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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#if DMLC_ENABLE_STD_THREAD
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#include "../src/data/sparse_page_dmatrix.cc"
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#include "../src/data/sparse_page_source.cc"
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#endif
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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/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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