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Add selectKParis method

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Ricardo Montañana Gómez
2024-05-16 11:17:21 +02:00
parent 8784a24898
commit 2e3e0e0fc2
8 changed files with 224 additions and 26 deletions
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6
tests/TestBoostAODE.cc
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@@ -104,7 +104,7 @@ TEST_CASE("Order asc, desc & random", "[BoostAODE]")
clf.fit(raw.Xv, raw.yv, raw.features, raw.className, raw.states);
auto score = clf.score(raw.Xv, raw.yv);
auto scoret = clf.score(raw.Xt, raw.yt);
INFO("BoostAODE order: " + order);
INFO("BoostAODE order: " << order);
REQUIRE(score == Catch::Approx(scores[order]).epsilon(raw.epsilon));
REQUIRE(scoret == Catch::Approx(scores[order]).epsilon(raw.epsilon));
}
@@ -120,7 +120,7 @@ TEST_CASE("Oddities", "[BoostAODE]")
{ { "maxTolerance", 5 } },
};
for (const auto& hyper : bad_hyper.items()) {
INFO("BoostAODE hyper: " + hyper.value().dump());
INFO("BoostAODE hyper: " << hyper.value().dump());
REQUIRE_THROWS_AS(clf.setHyperparameters(hyper.value()), std::invalid_argument);
}
REQUIRE_THROWS_AS(clf.setHyperparameters({ {"maxTolerance", 0 } }), std::invalid_argument);
@@ -131,7 +131,7 @@ TEST_CASE("Oddities", "[BoostAODE]")
{ { "select_features","FCBF" }, { "threshold", 1.01 } },
};
for (const auto& hyper : bad_hyper_fit.items()) {
INFO("BoostAODE hyper: " + hyper.value().dump());
INFO("BoostAODE hyper: " << hyper.value().dump());
clf.setHyperparameters(hyper.value());
REQUIRE_THROWS_AS(clf.fit(raw.Xv, raw.yv, raw.features, raw.className, raw.states), std::invalid_argument);
}