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SVM Classifier C++ 1.0.0
High-performance Support Vector Machine classifier with scikit-learn compatible API
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This is the complete list of members for svm_classifier::SVMClassifier, including all inherited members.
| cross_validate(const torch::Tensor &X, const torch::Tensor &y, int cv=5) | svm_classifier::SVMClassifier | |
| decision_function(const torch::Tensor &X) | svm_classifier::SVMClassifier | |
| evaluate(const torch::Tensor &X, const torch::Tensor &y_true) | svm_classifier::SVMClassifier | |
| fit(const torch::Tensor &X, const torch::Tensor &y) | svm_classifier::SVMClassifier | |
| get_classes() const | svm_classifier::SVMClassifier | |
| get_feature_importance() const | svm_classifier::SVMClassifier | |
| get_kernel_type() const | svm_classifier::SVMClassifier | inline |
| get_multiclass_strategy() const | svm_classifier::SVMClassifier | inline |
| get_n_classes() const | svm_classifier::SVMClassifier | |
| get_n_features() const | svm_classifier::SVMClassifier | inline |
| get_parameters() const | svm_classifier::SVMClassifier | |
| get_svm_library() const | svm_classifier::SVMClassifier | inline |
| get_training_metrics() const | svm_classifier::SVMClassifier | inline |
| grid_search(const torch::Tensor &X, const torch::Tensor &y, const nlohmann::json ¶m_grid, int cv=5) | svm_classifier::SVMClassifier | |
| is_fitted() const | svm_classifier::SVMClassifier | inline |
| load_model(const std::string &filename) | svm_classifier::SVMClassifier | |
| operator=(const SVMClassifier &)=delete | svm_classifier::SVMClassifier | |
| operator=(SVMClassifier &&) noexcept | svm_classifier::SVMClassifier | |
| predict(const torch::Tensor &X) | svm_classifier::SVMClassifier | |
| predict_proba(const torch::Tensor &X) | svm_classifier::SVMClassifier | |
| reset() | svm_classifier::SVMClassifier | |
| save_model(const std::string &filename) const | svm_classifier::SVMClassifier | |
| score(const torch::Tensor &X, const torch::Tensor &y_true) | svm_classifier::SVMClassifier | |
| set_parameters(const nlohmann::json &config) | svm_classifier::SVMClassifier | |
| supports_probability() const | svm_classifier::SVMClassifier | |
| SVMClassifier() | svm_classifier::SVMClassifier | |
| SVMClassifier(const nlohmann::json &config) | svm_classifier::SVMClassifier | explicit |
| SVMClassifier(KernelType kernel, double C=1.0, MulticlassStrategy multiclass_strategy=MulticlassStrategy::ONE_VS_REST) | svm_classifier::SVMClassifier | |
| SVMClassifier(const SVMClassifier &)=delete | svm_classifier::SVMClassifier | |
| SVMClassifier(SVMClassifier &&) noexcept | svm_classifier::SVMClassifier | |
| ~SVMClassifier() | svm_classifier::SVMClassifier | |
1.9.8
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