cf2d86a4f6
* Add travis sanitizers tests. * Add gcc-7 in Travis. * Add SANITIZER_PATH for CMake. * Enable sanitizer tests in Travis. * Fix memory leaks in tests. * Fix all memory leaks reported by Address Sanitizer. * tests/cpp/helpers.h/CreateDMatrix now returns raw pointer.
75 lines
2.5 KiB
C++
75 lines
2.5 KiB
C++
// Copyright by Contributors
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#include <xgboost/metric.h>
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#include "../helpers.h"
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TEST(Metric, RMSE) {
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xgboost::Metric * metric = xgboost::Metric::Create("rmse");
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ASSERT_STREQ(metric->Name(), "rmse");
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EXPECT_NEAR(GetMetricEval(metric, {0, 1}, {0, 1}), 0, 1e-10);
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EXPECT_NEAR(GetMetricEval(metric,
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{0.1f, 0.9f, 0.1f, 0.9f},
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{ 0, 0, 1, 1}),
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0.6403f, 0.001f);
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delete metric;
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}
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TEST(Metric, MAE) {
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xgboost::Metric * metric = xgboost::Metric::Create("mae");
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ASSERT_STREQ(metric->Name(), "mae");
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EXPECT_NEAR(GetMetricEval(metric, {0, 1}, {0, 1}), 0, 1e-10);
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EXPECT_NEAR(GetMetricEval(metric,
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{0.1f, 0.9f, 0.1f, 0.9f},
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{ 0, 0, 1, 1}),
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0.5f, 0.001f);
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delete metric;
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}
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TEST(Metric, LogLoss) {
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xgboost::Metric * metric = xgboost::Metric::Create("logloss");
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ASSERT_STREQ(metric->Name(), "logloss");
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EXPECT_NEAR(GetMetricEval(metric, {0, 1}, {0, 1}), 0, 1e-10);
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EXPECT_NEAR(GetMetricEval(metric,
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{0.1f, 0.9f, 0.1f, 0.9f},
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{ 0, 0, 1, 1}),
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1.2039f, 0.001f);
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delete metric;
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}
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TEST(Metric, Error) {
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xgboost::Metric * metric = xgboost::Metric::Create("error");
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ASSERT_STREQ(metric->Name(), "error");
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EXPECT_NEAR(GetMetricEval(metric, {0, 1}, {0, 1}), 0, 1e-10);
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EXPECT_NEAR(GetMetricEval(metric,
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{0.1f, 0.9f, 0.1f, 0.9f},
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{ 0, 0, 1, 1}),
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0.5f, 0.001f);
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EXPECT_ANY_THROW(xgboost::Metric::Create("error@abc"));
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delete metric;
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metric = xgboost::Metric::Create("error@0.5f");
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EXPECT_STREQ(metric->Name(), "error");
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delete metric;
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metric = xgboost::Metric::Create("error@0.1");
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ASSERT_STREQ(metric->Name(), "error@0.1");
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EXPECT_STREQ(metric->Name(), "error@0.1");
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EXPECT_NEAR(GetMetricEval(metric, {0, 1}, {0, 1}), 0, 1e-10);
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EXPECT_NEAR(GetMetricEval(metric,
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{0.1f, 0.2f, 0.1f, 0.2f},
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{ 0, 0, 1, 1}),
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0.5f, 0.001f);
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delete metric;
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}
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TEST(Metric, PoissionNegLogLik) {
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xgboost::Metric * metric = xgboost::Metric::Create("poisson-nloglik");
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ASSERT_STREQ(metric->Name(), "poisson-nloglik");
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EXPECT_NEAR(GetMetricEval(metric, {0, 1}, {0, 1}), 0.5f, 1e-10);
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EXPECT_NEAR(GetMetricEval(metric,
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{0.1f, 0.2f, 0.1f, 0.2f},
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{ 0, 0, 1, 1}),
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1.1280f, 0.001f);
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delete metric;
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}
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