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<a href="#pub-methods">Public Member Functions</a> |
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Inheritance diagram for bayesnet::Ensemble:</div>
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Collaboration diagram for bayesnet::Ensemble:</div>
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<table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
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Public Member Functions</h2></td></tr>
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<tr class="memitem:a4fc54eae63053cbf3162de383010b60a" id="r_a4fc54eae63053cbf3162de383010b60a"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="#a4fc54eae63053cbf3162de383010b60a">Ensemble</a> (bool predict_voting=true)</td></tr>
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<tr class="separator:a4fc54eae63053cbf3162de383010b60a"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:af1e09b3d229dbf6d8550ac8eefdcfb1c" id="r_af1e09b3d229dbf6d8550ac8eefdcfb1c"><td class="memItemLeft" align="right" valign="top">torch::Tensor </td><td class="memItemRight" valign="bottom"><a class="el" href="#af1e09b3d229dbf6d8550ac8eefdcfb1c">predict</a> (torch::Tensor &X) override</td></tr>
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<tr class="separator:af1e09b3d229dbf6d8550ac8eefdcfb1c"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a8c66fd77aabb09ec25a030757e5caba6" id="r_a8c66fd77aabb09ec25a030757e5caba6"><td class="memItemLeft" align="right" valign="top">std::vector< int > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a8c66fd77aabb09ec25a030757e5caba6">predict</a> (std::vector< std::vector< int > > &X) override</td></tr>
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<tr class="separator:a8c66fd77aabb09ec25a030757e5caba6"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ae975fa69541e28b7cd259ccc5e99f929" id="r_ae975fa69541e28b7cd259ccc5e99f929"><td class="memItemLeft" align="right" valign="top">torch::Tensor </td><td class="memItemRight" valign="bottom"><a class="el" href="#ae975fa69541e28b7cd259ccc5e99f929">predict_proba</a> (torch::Tensor &X) override</td></tr>
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<tr class="separator:ae975fa69541e28b7cd259ccc5e99f929"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ad2041fc17c90ce3f91c44e399d54b811" id="r_ad2041fc17c90ce3f91c44e399d54b811"><td class="memItemLeft" align="right" valign="top">std::vector< std::vector< double > > </td><td class="memItemRight" valign="bottom"><a class="el" href="#ad2041fc17c90ce3f91c44e399d54b811">predict_proba</a> (std::vector< std::vector< int > > &X) override</td></tr>
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<tr class="separator:ad2041fc17c90ce3f91c44e399d54b811"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a9054a70158afe147e4c859211cd897ff" id="r_a9054a70158afe147e4c859211cd897ff"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="#a9054a70158afe147e4c859211cd897ff">score</a> (torch::Tensor &X, torch::Tensor &y) override</td></tr>
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<tr class="separator:a9054a70158afe147e4c859211cd897ff"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a2071f46dc78e4418a122b99e311cdbb8" id="r_a2071f46dc78e4418a122b99e311cdbb8"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="#a2071f46dc78e4418a122b99e311cdbb8">score</a> (std::vector< std::vector< int > > &X, std::vector< int > &y) override</td></tr>
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<tr class="separator:a2071f46dc78e4418a122b99e311cdbb8"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aac161a0a3b8692ccde0ddb3d7c2f25b5" id="r_aac161a0a3b8692ccde0ddb3d7c2f25b5"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="#aac161a0a3b8692ccde0ddb3d7c2f25b5">getNumberOfNodes</a> () const override</td></tr>
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<tr class="separator:aac161a0a3b8692ccde0ddb3d7c2f25b5"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ad4c97a92c269dac84f8e8cc760671aa9" id="r_ad4c97a92c269dac84f8e8cc760671aa9"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="#ad4c97a92c269dac84f8e8cc760671aa9">getNumberOfEdges</a> () const override</td></tr>
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<tr class="separator:ad4c97a92c269dac84f8e8cc760671aa9"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a7557710fe99620ea6cf4357183a6b930" id="r_a7557710fe99620ea6cf4357183a6b930"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="#a7557710fe99620ea6cf4357183a6b930">getNumberOfStates</a> () const override</td></tr>
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<tr class="separator:a7557710fe99620ea6cf4357183a6b930"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ac0e16a53cd3b6733abe68efc00bac2db" id="r_ac0e16a53cd3b6733abe68efc00bac2db"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="#ac0e16a53cd3b6733abe68efc00bac2db">show</a> () const override</td></tr>
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<tr class="separator:ac0e16a53cd3b6733abe68efc00bac2db"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:af96f5bd66371fb0f4b61fb0deeb0a2a6" id="r_af96f5bd66371fb0f4b61fb0deeb0a2a6"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="#af96f5bd66371fb0f4b61fb0deeb0a2a6">graph</a> (const std::string &title) const override</td></tr>
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<tr class="separator:af96f5bd66371fb0f4b61fb0deeb0a2a6"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ab283458c6e8cd3cdfd8bafa60f31b7f4" id="r_ab283458c6e8cd3cdfd8bafa60f31b7f4"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="#ab283458c6e8cd3cdfd8bafa60f31b7f4">topological_order</a> () override</td></tr>
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<tr class="separator:ab283458c6e8cd3cdfd8bafa60f31b7f4"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aa6a8b50e438797fe3920d71b878bde38" id="r_aa6a8b50e438797fe3920d71b878bde38"><td class="memItemLeft" align="right" valign="top">std::string </td><td class="memItemRight" valign="bottom"><a class="el" href="#aa6a8b50e438797fe3920d71b878bde38">dump_cpt</a> () const override</td></tr>
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<tr class="separator:aa6a8b50e438797fe3920d71b878bde38"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pub_methods_classbayesnet_1_1_classifier"><td colspan="2" onclick="javascript:dynsection.toggleInherit('pub_methods_classbayesnet_1_1_classifier')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a></td></tr>
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<tr class="memitem:a78801dffd989a4b88b6c9ac369778407 inherit pub_methods_classbayesnet_1_1_classifier" id="r_a78801dffd989a4b88b6c9ac369778407"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a78801dffd989a4b88b6c9ac369778407">Classifier</a> (<a class="el" href="classbayesnet_1_1_network.html">Network</a> model)</td></tr>
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<tr class="separator:a78801dffd989a4b88b6c9ac369778407 inherit pub_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a4b05f68bcf29f29a57a3bd7b9db006b8 inherit pub_methods_classbayesnet_1_1_classifier" id="r_a4b05f68bcf29f29a57a3bd7b9db006b8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classbayesnet_1_1_classifier.html">Classifier</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a4b05f68bcf29f29a57a3bd7b9db006b8">fit</a> (std::vector< std::vector< int > > &X, std::vector< int > &y, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states) override</td></tr>
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<tr class="separator:a4b05f68bcf29f29a57a3bd7b9db006b8 inherit pub_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a80b9b8b8ba6eac55e5ed7f4ac92bdf94 inherit pub_methods_classbayesnet_1_1_classifier" id="r_a80b9b8b8ba6eac55e5ed7f4ac92bdf94"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classbayesnet_1_1_classifier.html">Classifier</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a80b9b8b8ba6eac55e5ed7f4ac92bdf94">fit</a> (torch::Tensor &X, torch::Tensor &y, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states) override</td></tr>
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<tr class="separator:a80b9b8b8ba6eac55e5ed7f4ac92bdf94 inherit pub_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a03d8bfae1f53370a2736ab2720e06966 inherit pub_methods_classbayesnet_1_1_classifier" id="r_a03d8bfae1f53370a2736ab2720e06966"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classbayesnet_1_1_classifier.html">Classifier</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a03d8bfae1f53370a2736ab2720e06966">fit</a> (torch::Tensor &dataset, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states) override</td></tr>
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<tr class="separator:a03d8bfae1f53370a2736ab2720e06966 inherit pub_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ada042f438f2925dfbc8505190ac65134 inherit pub_methods_classbayesnet_1_1_classifier" id="r_ada042f438f2925dfbc8505190ac65134"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classbayesnet_1_1_classifier.html">Classifier</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#ada042f438f2925dfbc8505190ac65134">fit</a> (torch::Tensor &dataset, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states, const torch::Tensor &weights) override</td></tr>
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<tr class="memitem:a1d9ea38b8c9555fdbb83218046426a01 inherit pub_methods_classbayesnet_1_1_classifier" id="r_a1d9ea38b8c9555fdbb83218046426a01"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a1d9ea38b8c9555fdbb83218046426a01">addNodes</a> ()</td></tr>
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<tr class="separator:a1d9ea38b8c9555fdbb83218046426a01 inherit pub_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a10b3dbdf42e1d42deb6e320911d95241 inherit pub_methods_classbayesnet_1_1_classifier" id="r_a10b3dbdf42e1d42deb6e320911d95241"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a10b3dbdf42e1d42deb6e320911d95241">getClassNumStates</a> () const override</td></tr>
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<tr class="separator:a10b3dbdf42e1d42deb6e320911d95241 inherit pub_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a469fcb6f35fc1418861a0d39f7760def inherit pub_methods_classbayesnet_1_1_classifier" id="r_a469fcb6f35fc1418861a0d39f7760def"><td class="memItemLeft" align="right" valign="top">status_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a469fcb6f35fc1418861a0d39f7760def">getStatus</a> () const override</td></tr>
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<tr class="separator:a469fcb6f35fc1418861a0d39f7760def inherit pub_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a3d1d2b50b214a035dfc29519a98cb823 inherit pub_methods_classbayesnet_1_1_classifier" id="r_a3d1d2b50b214a035dfc29519a98cb823"><td class="memItemLeft" align="right" valign="top">std::string </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a3d1d2b50b214a035dfc29519a98cb823">getVersion</a> () override</td></tr>
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<tr class="separator:a3d1d2b50b214a035dfc29519a98cb823 inherit pub_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ad5190e5b210953162d334c71eff43acd inherit pub_methods_classbayesnet_1_1_classifier" id="r_ad5190e5b210953162d334c71eff43acd"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#ad5190e5b210953162d334c71eff43acd">getNotes</a> () const override</td></tr>
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<tr class="separator:ad5190e5b210953162d334c71eff43acd inherit pub_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a363db4d3edc674f6c65446f99cb9fa2e inherit pub_methods_classbayesnet_1_1_classifier" id="r_a363db4d3edc674f6c65446f99cb9fa2e"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a363db4d3edc674f6c65446f99cb9fa2e">setHyperparameters</a> (const nlohmann::json &hyperparameters) override</td></tr>
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<tr class="separator:a363db4d3edc674f6c65446f99cb9fa2e inherit pub_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pub_methods_classbayesnet_1_1_base_classifier"><td colspan="2" onclick="javascript:dynsection.toggleInherit('pub_methods_classbayesnet_1_1_base_classifier')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classbayesnet_1_1_base_classifier.html">bayesnet::BaseClassifier</a></td></tr>
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<tr class="memitem:ac4e33e5450cbd7ffe7b8ba5608106722 inherit pub_methods_classbayesnet_1_1_base_classifier" id="r_ac4e33e5450cbd7ffe7b8ba5608106722"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_base_classifier.html#ac4e33e5450cbd7ffe7b8ba5608106722">getValidHyperparameters</a> ()</td></tr>
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<tr class="separator:ac4e33e5450cbd7ffe7b8ba5608106722 inherit pub_methods_classbayesnet_1_1_base_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pro-methods" name="pro-methods"></a>
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Protected Member Functions</h2></td></tr>
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<tr class="memitem:a77fbc0a1720fbca2210ec34d6de1e293" id="r_a77fbc0a1720fbca2210ec34d6de1e293"><td class="memItemLeft" align="right" valign="top">torch::Tensor </td><td class="memItemRight" valign="bottom"><a class="el" href="#a77fbc0a1720fbca2210ec34d6de1e293">predict_average_voting</a> (torch::Tensor &X)</td></tr>
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<tr class="separator:a77fbc0a1720fbca2210ec34d6de1e293"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a8b21eabaff70af01d9f2794f4aa3f5bd" id="r_a8b21eabaff70af01d9f2794f4aa3f5bd"><td class="memItemLeft" align="right" valign="top">std::vector< std::vector< double > > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a8b21eabaff70af01d9f2794f4aa3f5bd">predict_average_voting</a> (std::vector< std::vector< int > > &X)</td></tr>
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<tr class="separator:a8b21eabaff70af01d9f2794f4aa3f5bd"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a2a077e5c89d179ab904ad9cb8c21465c" id="r_a2a077e5c89d179ab904ad9cb8c21465c"><td class="memItemLeft" align="right" valign="top">torch::Tensor </td><td class="memItemRight" valign="bottom"><a class="el" href="#a2a077e5c89d179ab904ad9cb8c21465c">predict_average_proba</a> (torch::Tensor &X)</td></tr>
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<tr class="separator:a2a077e5c89d179ab904ad9cb8c21465c"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a180d71eb7859f96712911598678029bc" id="r_a180d71eb7859f96712911598678029bc"><td class="memItemLeft" align="right" valign="top">std::vector< std::vector< double > > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a180d71eb7859f96712911598678029bc">predict_average_proba</a> (std::vector< std::vector< int > > &X)</td></tr>
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<tr class="separator:a180d71eb7859f96712911598678029bc"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a9abee06272ba403a8fb9f5312c98a43c" id="r_a9abee06272ba403a8fb9f5312c98a43c"><td class="memItemLeft" align="right" valign="top">torch::Tensor </td><td class="memItemRight" valign="bottom"><a class="el" href="#a9abee06272ba403a8fb9f5312c98a43c">compute_arg_max</a> (torch::Tensor &X)</td></tr>
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<tr class="separator:a9abee06272ba403a8fb9f5312c98a43c"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:afce60aba82b7f026e8a88ee0ef9cdabd" id="r_afce60aba82b7f026e8a88ee0ef9cdabd"><td class="memItemLeft" align="right" valign="top">std::vector< int > </td><td class="memItemRight" valign="bottom"><a class="el" href="#afce60aba82b7f026e8a88ee0ef9cdabd">compute_arg_max</a> (std::vector< std::vector< double > > &X)</td></tr>
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<tr class="separator:afce60aba82b7f026e8a88ee0ef9cdabd"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a47a49609634a7a127b3a1264ed55ec04" id="r_a47a49609634a7a127b3a1264ed55ec04"><td class="memItemLeft" align="right" valign="top">torch::Tensor </td><td class="memItemRight" valign="bottom"><a class="el" href="#a47a49609634a7a127b3a1264ed55ec04">voting</a> (torch::Tensor &votes)</td></tr>
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<tr class="separator:a47a49609634a7a127b3a1264ed55ec04"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a7857edca2bd2a407ec8404562219eb45" id="r_a7857edca2bd2a407ec8404562219eb45"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a7857edca2bd2a407ec8404562219eb45">trainModel</a> (const torch::Tensor &weights) override</td></tr>
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<tr class="separator:a7857edca2bd2a407ec8404562219eb45"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pro_methods_classbayesnet_1_1_classifier"><td colspan="2" onclick="javascript:dynsection.toggleInherit('pro_methods_classbayesnet_1_1_classifier')"><img src="closed.png" alt="-"/> Protected Member Functions inherited from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a></td></tr>
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<tr class="memitem:a11d1d74615d8c844210dd0f9af7bba1c inherit pro_methods_classbayesnet_1_1_classifier" id="r_a11d1d74615d8c844210dd0f9af7bba1c"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a11d1d74615d8c844210dd0f9af7bba1c">checkFitParameters</a> ()</td></tr>
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<tr class="separator:a11d1d74615d8c844210dd0f9af7bba1c inherit pro_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:afb4704c88bb960e3ee1d2fffdff0591b inherit pro_methods_classbayesnet_1_1_classifier" id="r_afb4704c88bb960e3ee1d2fffdff0591b"><td class="memItemLeft" align="right" valign="top">
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virtual void </td><td class="memItemRight" valign="bottom"><b>buildModel</b> (const torch::Tensor &weights)=0</td></tr>
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<tr class="separator:afb4704c88bb960e3ee1d2fffdff0591b inherit pro_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a3247e1fdc38db1b22592a15e74c5c29f inherit pro_methods_classbayesnet_1_1_classifier" id="r_a3247e1fdc38db1b22592a15e74c5c29f"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a3247e1fdc38db1b22592a15e74c5c29f">buildDataset</a> (torch::Tensor &y)</td></tr>
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<tr class="separator:a3247e1fdc38db1b22592a15e74c5c29f inherit pro_methods_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pro-attribs" name="pro-attribs"></a>
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Protected Attributes</h2></td></tr>
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<tr class="memitem:a65b82f7036d283358a756013f96bec8d" id="r_a65b82f7036d283358a756013f96bec8d"><td class="memItemLeft" align="right" valign="top">unsigned </td><td class="memItemRight" valign="bottom"><a class="el" href="#a65b82f7036d283358a756013f96bec8d">n_models</a></td></tr>
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<tr class="separator:a65b82f7036d283358a756013f96bec8d"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a76f6b6c16e9e771f059ad72cbd4571a9" id="r_a76f6b6c16e9e771f059ad72cbd4571a9"><td class="memItemLeft" align="right" valign="top">std::vector< std::unique_ptr< <a class="el" href="classbayesnet_1_1_classifier.html">Classifier</a> > > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a76f6b6c16e9e771f059ad72cbd4571a9">models</a></td></tr>
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<tr class="separator:a76f6b6c16e9e771f059ad72cbd4571a9"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a27cb9d119dd817ec240d8a4deedf0350" id="r_a27cb9d119dd817ec240d8a4deedf0350"><td class="memItemLeft" align="right" valign="top">std::vector< double > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a27cb9d119dd817ec240d8a4deedf0350">significanceModels</a></td></tr>
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<tr class="separator:a27cb9d119dd817ec240d8a4deedf0350"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a383156745d59959e0652645081c0257d" id="r_a383156745d59959e0652645081c0257d"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="#a383156745d59959e0652645081c0257d">predict_voting</a></td></tr>
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<tr class="separator:a383156745d59959e0652645081c0257d"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pro_attribs_classbayesnet_1_1_classifier"><td colspan="2" onclick="javascript:dynsection.toggleInherit('pro_attribs_classbayesnet_1_1_classifier')"><img src="closed.png" alt="-"/> Protected Attributes inherited from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a></td></tr>
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<tr class="memitem:aea401da2c395732dcde94e565b53a485 inherit pro_attribs_classbayesnet_1_1_classifier" id="r_aea401da2c395732dcde94e565b53a485"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#aea401da2c395732dcde94e565b53a485">fitted</a></td></tr>
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<tr class="separator:aea401da2c395732dcde94e565b53a485 inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a0604b45141b3d8b541ca8aac03293232 inherit pro_attribs_classbayesnet_1_1_classifier" id="r_a0604b45141b3d8b541ca8aac03293232"><td class="memItemLeft" align="right" valign="top">unsigned int </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a0604b45141b3d8b541ca8aac03293232">m</a></td></tr>
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<tr class="separator:a0604b45141b3d8b541ca8aac03293232 inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ab34ab485d73d3f76e63bd7e8ecbddee9 inherit pro_attribs_classbayesnet_1_1_classifier" id="r_ab34ab485d73d3f76e63bd7e8ecbddee9"><td class="memItemLeft" align="right" valign="top">unsigned int </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#ab34ab485d73d3f76e63bd7e8ecbddee9">n</a></td></tr>
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<tr class="separator:ab34ab485d73d3f76e63bd7e8ecbddee9 inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aba373ae6dd67262e3d8cc8c113544897 inherit pro_attribs_classbayesnet_1_1_classifier" id="r_aba373ae6dd67262e3d8cc8c113544897"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classbayesnet_1_1_network.html">Network</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#aba373ae6dd67262e3d8cc8c113544897">model</a></td></tr>
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<tr class="separator:aba373ae6dd67262e3d8cc8c113544897 inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a80fde71d6dea24fd2d23a11aa5fb0d84 inherit pro_attribs_classbayesnet_1_1_classifier" id="r_a80fde71d6dea24fd2d23a11aa5fb0d84"><td class="memItemLeft" align="right" valign="top">Metrics </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a80fde71d6dea24fd2d23a11aa5fb0d84">metrics</a></td></tr>
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<tr class="separator:a80fde71d6dea24fd2d23a11aa5fb0d84 inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:abbff645d99c607cae1a4a843381b8db1 inherit pro_attribs_classbayesnet_1_1_classifier" id="r_abbff645d99c607cae1a4a843381b8db1"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#abbff645d99c607cae1a4a843381b8db1">features</a></td></tr>
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<tr class="separator:abbff645d99c607cae1a4a843381b8db1 inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a9800be045e73f73ef3bef7c9cdc80bb1 inherit pro_attribs_classbayesnet_1_1_classifier" id="r_a9800be045e73f73ef3bef7c9cdc80bb1"><td class="memItemLeft" align="right" valign="top">std::string </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a9800be045e73f73ef3bef7c9cdc80bb1">className</a></td></tr>
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<tr class="separator:a9800be045e73f73ef3bef7c9cdc80bb1 inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a725b62e1d3e4a856265613820efff77f inherit pro_attribs_classbayesnet_1_1_classifier" id="r_a725b62e1d3e4a856265613820efff77f"><td class="memItemLeft" align="right" valign="top">std::map< std::string, std::vector< int > > </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a725b62e1d3e4a856265613820efff77f">states</a></td></tr>
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<tr class="separator:a725b62e1d3e4a856265613820efff77f inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a5d9c9d1bd115ead98bb0ddaf2df5d9a6 inherit pro_attribs_classbayesnet_1_1_classifier" id="r_a5d9c9d1bd115ead98bb0ddaf2df5d9a6"><td class="memItemLeft" align="right" valign="top">torch::Tensor </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a5d9c9d1bd115ead98bb0ddaf2df5d9a6">dataset</a></td></tr>
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<tr class="separator:a5d9c9d1bd115ead98bb0ddaf2df5d9a6 inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a1fdceba49bf2398b6a4959ddadea177b inherit pro_attribs_classbayesnet_1_1_classifier" id="r_a1fdceba49bf2398b6a4959ddadea177b"><td class="memItemLeft" align="right" valign="top">status_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a1fdceba49bf2398b6a4959ddadea177b">status</a> = NORMAL</td></tr>
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<tr class="separator:a1fdceba49bf2398b6a4959ddadea177b inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a8ae8101963f78aefb61093ae66ba1c7d inherit pro_attribs_classbayesnet_1_1_classifier" id="r_a8ae8101963f78aefb61093ae66ba1c7d"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_classifier.html#a8ae8101963f78aefb61093ae66ba1c7d">notes</a></td></tr>
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<tr class="separator:a8ae8101963f78aefb61093ae66ba1c7d inherit pro_attribs_classbayesnet_1_1_classifier"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pro_attribs_classbayesnet_1_1_base_classifier"><td colspan="2" onclick="javascript:dynsection.toggleInherit('pro_attribs_classbayesnet_1_1_base_classifier')"><img src="closed.png" alt="-"/> Protected Attributes inherited from <a class="el" href="classbayesnet_1_1_base_classifier.html">bayesnet::BaseClassifier</a></td></tr>
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<tr class="memitem:ae2d94700f470b5f4a623965b1c442c6a inherit pro_attribs_classbayesnet_1_1_base_classifier" id="r_ae2d94700f470b5f4a623965b1c442c6a"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="classbayesnet_1_1_base_classifier.html#ae2d94700f470b5f4a623965b1c442c6a">validHyperparameters</a></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8h_source.html#l00015">15</a> of file <a class="el" href="_ensemble_8h_source.html">Ensemble.h</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a4fc54eae63053cbf3162de383010b60a">◆ </a></span>Ensemble()</h2>
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<td class="memname">bayesnet::Ensemble::Ensemble </td>
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<td class="paramtype">bool</td> <td class="paramname"><span class="paramname"><em>predict_voting</em></span><span class="paramdefsep"> = </span><span class="paramdefval">true</span></td><td>)</td>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00011">11</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="groupheader">Member Function Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#afce60aba82b7f026e8a88ee0ef9cdabd">◆ </a></span>compute_arg_max() <span class="overload">[1/2]</span></h2>
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<td class="memname">std::vector< int > bayesnet::Ensemble::compute_arg_max </td>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00024">24</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a9abee06272ba403a8fb9f5312c98a43c">◆ </a></span>compute_arg_max() <span class="overload">[2/2]</span></h2>
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<td class="memname">torch::Tensor bayesnet::Ensemble::compute_arg_max </td>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00033">33</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#aa6a8b50e438797fe3920d71b878bde38">◆ </a></span>dump_cpt()</h2>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8h_source.html#l00034">34</a> of file <a class="el" href="_ensemble_8h_source.html">Ensemble.h</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#ad4c97a92c269dac84f8e8cc760671aa9">◆ </a></span>getNumberOfEdges()</h2>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00206">206</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00198">198</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a7557710fe99620ea6cf4357183a6b930">◆ </a></span>getNumberOfStates()</h2>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00214">214</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<p>Implements <a class="el" href="classbayesnet_1_1_base_classifier.html">bayesnet::BaseClassifier</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00189">189</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a8c66fd77aabb09ec25a030757e5caba6">◆ </a></span>predict() <span class="overload">[1/2]</span></h2>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#af1e09b3d229dbf6d8550ac8eefdcfb1c">◆ </a></span>predict() <span class="overload">[2/2]</span></h2>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00079">79</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a180d71eb7859f96712911598678029bc">◆ </a></span>predict_average_proba() <span class="overload">[1/2]</span></h2>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00104">104</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a2a077e5c89d179ab904ad9cb8c21465c">◆ </a></span>predict_average_proba() <span class="overload">[2/2]</span></h2>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00084">84</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a8b21eabaff70af01d9f2794f4aa3f5bd">◆ </a></span>predict_average_voting() <span class="overload">[1/2]</span></h2>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00133">133</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a77fbc0a1720fbca2210ec34d6de1e293">◆ </a></span>predict_average_voting() <span class="overload">[2/2]</span></h2>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00140">140</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#ad2041fc17c90ce3f91c44e399d54b811">◆ </a></span>predict_proba() <span class="overload">[1/2]</span></h2>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00060">60</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#ae975fa69541e28b7cd259ccc5e99f929">◆ </a></span>predict_proba() <span class="overload">[2/2]</span></h2>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00067">67</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a2071f46dc78e4418a122b99e311cdbb8">◆ </a></span>score() <span class="overload">[1/2]</span></h2>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00169">169</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a9054a70158afe147e4c859211cd897ff">◆ </a></span>score() <span class="overload">[2/2]</span></h2>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<p>Reimplemented from <a class="el" href="classbayesnet_1_1_classifier.html">bayesnet::Classifier</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8cc_source.html#l00038">38</a> of file <a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a>.</p>
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<h2 class="groupheader">Member Data Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a76f6b6c16e9e771f059ad72cbd4571a9">◆ </a></span>models</h2>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8h_source.html#l00047">47</a> of file <a class="el" href="_ensemble_8h_source.html">Ensemble.h</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8h_source.html#l00046">46</a> of file <a class="el" href="_ensemble_8h_source.html">Ensemble.h</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a383156745d59959e0652645081c0257d">◆ </a></span>predict_voting</h2>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8h_source.html#l00050">50</a> of file <a class="el" href="_ensemble_8h_source.html">Ensemble.h</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a27cb9d119dd817ec240d8a4deedf0350">◆ </a></span>significanceModels</h2>
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<p class="definition">Definition at line <a class="el" href="_ensemble_8h_source.html#l00048">48</a> of file <a class="el" href="_ensemble_8h_source.html">Ensemble.h</a>.</p>
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<hr/>The documentation for this class was generated from the following files:<ul>
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<li>/Users/rmontanana/Code/BayesNet/bayesnet/ensembles/<a class="el" href="_ensemble_8h_source.html">Ensemble.h</a></li>
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<li>/Users/rmontanana/Code/BayesNet/bayesnet/ensembles/<a class="el" href="_ensemble_8cc_source.html">Ensemble.cc</a></li>
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