32 lines
1.1 KiB
C++
32 lines
1.1 KiB
C++
// ***************************************************************
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// SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez
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// SPDX-FileType: SOURCE
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// SPDX-License-Identifier: MIT
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// ***************************************************************
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#include <type_traits>
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#include <catch2/catch_test_macros.hpp>
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#include <catch2/catch_approx.hpp>
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#include <catch2/generators/catch_generators.hpp>
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#include "bayesnet/ensembles/WA2DE.h"
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#include "TestUtils.h"
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TEST_CASE("Fit and Score", "[WA2DE]")
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{
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auto raw = RawDatasets("iris", true);
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auto clf = bayesnet::WA2DE();
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clf.fit(raw.Xv, raw.yv, raw.features, raw.className, raw.states, raw.smoothing);
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REQUIRE(clf.score(raw.Xt, raw.yt) == Catch::Approx(0.831776).epsilon(raw.epsilon));
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}
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TEST_CASE("Test graph", "[WA2DE]")
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{
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auto raw = RawDatasets("iris", true);
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auto clf = bayesnet::WA2DE();
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clf.fit(raw.Xv, raw.yv, raw.features, raw.className, raw.states, raw.smoothing);
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auto graph = clf.graph("BayesNet WA2DE");
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REQUIRE(graph.size() == 2);
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REQUIRE(graph[0] == "BayesNet WA2DE");
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REQUIRE(graph[1] == "Graph visualization not implemented.");
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}
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