#include #include "regression_metric.hpp" #include "binary_metric.hpp" #include "rank_metric.hpp" #include "map_metric.hpp" #include "multiclass_metric.hpp" namespace LightGBM { Metric* Metric::CreateMetric(const std::string& type, const MetricConfig& config) { if (type == std::string("l2") || type == std::string("mean_squared_error") || type == std::string("mse")) { return new L2Metric(config); } else if (type == std::string("l1") || type == std::string("mean_absolute_error") || type == std::string("mae")) { return new L1Metric(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("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 MultiLoglossMetric(config); } else if (type == std::string("multi_error")) { return new MultiErrorMetric(config); } return nullptr; } } // namespace LightGBM