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openGPMP
Open Source Mathematics Package
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This is the complete list of members for gpmp::ml::LogReg, including all inherited members.
| accuracy(const std::vector< std::vector< double >> &X_test, const std::vector< int > &y_test) | gpmp::ml::LogReg | |
| classify(const std::vector< std::vector< double >> &X) | gpmp::ml::LogReg | |
| cost_function(const std::vector< std::vector< double >> &X, const std::vector< int > &y) | gpmp::ml::LogReg | |
| feature_scaling(std::vector< std::vector< double >> &X) | gpmp::ml::LogReg | |
| lambda | gpmp::ml::LogReg | |
| learning_rate | gpmp::ml::LogReg | |
| LogReg(double l_rate=001, int num_iters=1000, double lda=001) | gpmp::ml::LogReg | |
| num_iterations | gpmp::ml::LogReg | |
| predict(const std::vector< std::vector< double >> &X_test) | gpmp::ml::LogReg | |
| sigmoid(double z) | gpmp::ml::LogReg | |
| train(const std::vector< std::vector< double >> &X_train, const std::vector< int > &y_train) | gpmp::ml::LogReg | |
| weights | gpmp::ml::LogReg | |
| ~LogReg() | gpmp::ml::LogReg |