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<div id="projectname">SVM Classifier C++<span id="projectnumber"> 1.0.0</span>
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<div id="projectbrief">High-performance Support Vector Machine classifier with scikit-learn compatible API</div>
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<li class="navelem"><b>svm_classifier</b></li><li class="navelem"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">SVMClassifier</a></li> </ul>
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<div class="headertitle"><div class="title">svm_classifier::SVMClassifier Member List</div></div>
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<p>This is the complete list of members for <a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a>, including all inherited members.</p>
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<table class="directory">
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a4c91072ea0d3d9b97ba458ff7d0898b8">cross_validate</a>(const torch::Tensor &X, const torch::Tensor &y, int cv=5)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#ad153c0537998eae5fbca5fd0b5ead2b7">decision_function</a>(const torch::Tensor &X)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a38a9b020b9f4f9254920c97a3a047e9b">evaluate</a>(const torch::Tensor &X, const torch::Tensor &y_true)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a7e6648c4d2bac92bb00381076ea92db3">fit</a>(const torch::Tensor &X, const torch::Tensor &y)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#af0fea42cdfc9416ed854b0d4aefa82b9">get_classes</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a2ade33562381e34cbe4b04089545a715">get_feature_importance</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a55338ab396bd5da923b6acbef8ed783a">get_kernel_type</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a14c2f7917c8a91154c09160288509f2c">get_multiclass_strategy</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a75d501339e2e2273082b0838e9caadcd">get_n_classes</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a780afcb2ad618e46541aff8a44e9c7b4">get_n_features</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a7c39ec09b15186dcb4f04ae7171d23bb">get_parameters</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a38173e5cf0f6a4620f032fd54c28d592">get_svm_library</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a0b8c77f81d84489b2da0d080773a2970">get_training_metrics</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#afed66a704dfb38cc7d080d3337d10194">grid_search</a>(const torch::Tensor &X, const torch::Tensor &y, const nlohmann::json &param_grid, int cv=5)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a71a85ab7893e7e2b40763db34096d8bb">is_fitted</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a583f5743acf5e6b850e079b9190989f1">load_model</a>(const std::string &filename)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a209902805c75e8f22c55575adfedc7be">operator=</a>(const SVMClassifier &)=delete</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a49b6a4a5ae8a8e0eaf24221482be3d6a">operator=</a>(SVMClassifier &&) noexcept</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a5c998d5574b3b6afe003b23ed02ed1d1">predict</a>(const torch::Tensor &X)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#ab4ef3c839e085ece646cdd2501a51f67">predict_proba</a>(const torch::Tensor &X)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#aa2bd5715c9e54e3fb465a9bcbf2e9c8a">reset</a>()</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#ab8a0bd35705825e80a7567b576d47359">save_model</a>(const std::string &filename) const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a0479c57489c14be4a5ca79368086f7f6">score</a>(const torch::Tensor &X, const torch::Tensor &y_true)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#adb01e761fea07c709f3a0e315d3d0e06">set_parameters</a>(const nlohmann::json &config)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a3f8b4e932f075b267507ad77a499a135">supports_probability</a>() const</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a3ed45cdbc3fc5d947320177f42115dcf">SVMClassifier</a>()</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a2afb41f77de4e8de6368d274a30191ec">SVMClassifier</a>(const nlohmann::json &config)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"><span class="mlabel">explicit</span></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a90b2f18dd2cfeb23cf1375f265e22db0">SVMClassifier</a>(KernelType kernel, double C=1.0, MulticlassStrategy multiclass_strategy=MulticlassStrategy::ONE_VS_REST)</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a377b6082ac4153be3197ef70c1c82984">SVMClassifier</a>(const SVMClassifier &)=delete</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="odd"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#ae2eafdc66d1907c145efffd186dfff3f">SVMClassifier</a>(SVMClassifier &&) noexcept</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html#a233584f6696969ce1a402624fd046146">~SVMClassifier</a>()</td><td class="entry"><a class="el" href="classsvm__classifier_1_1SVMClassifier.html">svm_classifier::SVMClassifier</a></td><td class="entry"></td></tr>
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