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Reformat some test files
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@@ -1,44 +1,39 @@
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#include "gtest/gtest.h"
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#include "../Metrics.h"
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namespace mdlp {
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class TestMetrics: public Metrics, public testing::Test {
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class TestMetrics : public Metrics, public testing::Test {
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public:
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labels_t y_ = { 1, 1, 1, 1, 1, 2, 2, 2, 2, 2 };
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indices_t indices_ = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 };
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labels_t y_ = {1, 1, 1, 1, 1, 2, 2, 2, 2, 2};
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indices_t indices_ = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9};
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precision_t precision = 0.000001f;
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TestMetrics(): Metrics(y_, indices_) {};
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TestMetrics() : Metrics(y_, indices_) {};
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void SetUp() override
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{
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void SetUp() override {
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setData(y_, indices_);
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}
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};
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TEST_F(TestMetrics, NumClasses)
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{
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y = { 1, 1, 1, 1, 1, 1, 1, 1, 2, 1 };
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TEST_F(TestMetrics, NumClasses) {
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y = {1, 1, 1, 1, 1, 1, 1, 1, 2, 1};
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EXPECT_EQ(1, computeNumClasses(4, 8));
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EXPECT_EQ(2, computeNumClasses(0, 10));
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EXPECT_EQ(2, computeNumClasses(8, 10));
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}
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TEST_F(TestMetrics, Entropy)
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{
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TEST_F(TestMetrics, Entropy) {
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EXPECT_EQ(1, entropy(0, 10));
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EXPECT_EQ(0, entropy(0, 5));
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y = { 1, 1, 1, 1, 1, 1, 1, 1, 2, 1 };
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y = {1, 1, 1, 1, 1, 1, 1, 1, 2, 1};
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setData(y, indices);
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ASSERT_NEAR(0.468996f, entropy(0, 10), precision);
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}
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TEST_F(TestMetrics, InformationGain)
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{
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TEST_F(TestMetrics, InformationGain) {
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ASSERT_NEAR(1, informationGain(0, 5, 10), precision);
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ASSERT_NEAR(1, informationGain(0, 5, 10), precision); // For cache
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y = { 1, 1, 1, 1, 1, 1, 1, 1, 2, 1 };
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y = {1, 1, 1, 1, 1, 1, 1, 1, 2, 1};
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setData(y, indices);
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ASSERT_NEAR(0.108032f, informationGain(0, 5, 10), precision);
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}
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