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Add transform test

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This commit is contained in:
Ricardo Montañana Gómez
2023-07-06 16:40:58 +02:00
parent be1917d05b
commit ab3786e2a2
1 changed files with 24 additions and 2 deletions
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26
tests/FImdlp_unittest.cpp
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@@ -15,11 +15,11 @@ throw; \
, etype)
namespace mdlp {
class TestFImdlp: public CPPFImdlp, public testing::Test {
class TestFImdlp : public CPPFImdlp, public testing::Test {
public:
precision_t precision = 0.000001f;
TestFImdlp(): CPPFImdlp() {}
TestFImdlp() : CPPFImdlp() {}
string data_path;
@@ -329,4 +329,26 @@ namespace mdlp {
}
}
TEST_F(TestFImdlp, TransformTest)
{
labels_t expected = {
5, 3, 4, 4, 5, 5, 5, 5, 2, 4, 5, 5, 3, 3, 5, 5, 5, 5, 5, 5, 5, 5,
5, 4, 5, 3, 5, 5, 5, 4, 4, 5, 5, 5, 4, 4, 5, 4, 3, 5, 5, 0, 4, 5,
5, 3, 5, 4, 5, 4, 4, 4, 4, 0, 1, 1, 4, 0, 2, 0, 0, 3, 0, 2, 2, 4,
3, 0, 0, 0, 4, 1, 0, 1, 2, 3, 1, 3, 2, 0, 0, 0, 0, 0, 3, 5, 4, 0,
3, 0, 0, 3, 0, 0, 0, 3, 2, 2, 0, 1, 4, 0, 3, 2, 3, 3, 0, 2, 0, 5,
4, 0, 3, 0, 1, 4, 3, 5, 0, 0, 4, 1, 1, 0, 4, 4, 1, 3, 1, 3, 1, 5,
1, 1, 0, 3, 5, 4, 3, 4, 4, 4, 0, 4, 4, 3, 0, 3, 5, 3
};
ArffFiles file;
file.load(data_path + "iris.arff", true);
vector<samples_t>& X = file.getX();
labels_t& y = file.getY();
fit(X[1], y);
auto computed = transform(X[1]);
EXPECT_EQ(computed.size(), expected.size());
for (unsigned long i = 0; i < computed.size(); i++) {
EXPECT_EQ(computed[i], expected[i]);
}
}
}