/*! * Copyright (c) 2016 Microsoft Corporation. All rights reserved. * Licensed under the MIT License. See LICENSE file in the project root for license information. */ #include #include "binary_metric.hpp" #include "map_metric.hpp" #include "multiclass_metric.hpp" #include "rank_metric.hpp" #include "regression_metric.hpp" #include "xentropy_metric.hpp" namespace LightGBM { Metric* Metric::CreateMetric(const std::string& type, const Config& config) { if (type == std::string("l2")) { return new L2Metric(config); } else if (type == std::string("rmse")) { return new RMSEMetric(config); } else if (type == std::string("l1")) { return new L1Metric(config); } else if (type == std::string("quantile")) { return new QuantileMetric(config); } else if (type == std::string("huber")) { return new HuberLossMetric(config); } else if (type == std::string("fair")) { return new FairLossMetric(config); } else if (type == std::string("poisson")) { return new PoissonMetric(config); } else if (type == std::string("binary_logloss")) { return new BinaryLoglossMetric(config); } else if (type == std::string("binary_error")) { return new BinaryErrorMetric(config); } else if (type == std::string("auc")) { return new AUCMetric(config); } else if (type == std::string("ndcg")) { return new NDCGMetric(config); } else if (type == std::string("map")) { return new MapMetric(config); } else if (type == std::string("multi_logloss")) { return new MultiSoftmaxLoglossMetric(config); } else if (type == std::string("multi_error")) { return new MultiErrorMetric(config); } else if (type == std::string("cross_entropy")) { return new CrossEntropyMetric(config); } else if (type == std::string("cross_entropy_lambda")) { return new CrossEntropyLambdaMetric(config); } else if (type == std::string("kullback_leibler")) { return new KullbackLeiblerDivergence(config); } else if (type == std::string("mape")) { return new MAPEMetric(config); } else if (type == std::string("gamma")) { return new GammaMetric(config); } else if (type == std::string("gamma_deviance")) { return new GammaDevianceMetric(config); } else if (type == std::string("tweedie")) { return new TweedieMetric(config); } return nullptr; } } // namespace LightGBM