addLambda(Eigen::MatrixXd &matrix, double &lambda) | BALL::QSAR::Model | protected |
backTransformPrediction(Eigen::VectorXd &pred) | BALL::QSAR::Model | protected |
BayesModel(const QSARData &q) | BALL::QSAR::BayesModel | |
calculateProbabilities(int activitiy_index, int feature_index, double feature_value) | BALL::QSAR::NBModel | virtual |
calculateStdErr() | BALL::QSAR::Model | inlinevirtual |
ClassificationModel(const QSARData &q) | BALL::QSAR::ClassificationModel | |
copyData(const Model &m) | BALL::QSAR::Model | |
copyDescriptorIDs(const Model &m) | BALL::QSAR::Model | |
data | BALL::QSAR::Model | |
default_no_opt_steps_ | BALL::QSAR::Model | protected |
deleteDescriptorIDs() | BALL::QSAR::Model | |
descriptor_IDs_ | BALL::QSAR::Model | protected |
descriptor_matrix_ | BALL::QSAR::Model | protected |
descriptor_names_ | BALL::QSAR::Model | protected |
descriptor_transformations_ | BALL::QSAR::Model | protected |
discretizeFeatures | BALL::QSAR::ClassificationModel | protected |
discretizeTestDataFeatures | BALL::QSAR::ClassificationModel | protected |
equalSpaceDiscretization(unsigned int bins, Eigen::MatrixXd &discretization_information) | BALL::QSAR::ClassificationModel | protected |
equalSpaceDiscretizationTestData(Eigen::VectorXd &compound, unsigned int bins, const Eigen::MatrixXd &discretization_information) | BALL::QSAR::ClassificationModel | protected |
getClassLabels() | BALL::QSAR::ClassificationModel | |
getDescriptorIDs() | BALL::QSAR::Model | |
getDescriptorMatrix() | BALL::QSAR::Model | |
getDescriptorNames() | BALL::QSAR::Model | |
getDescriptorTransformations() | BALL::QSAR::Model | |
getNoResponseVariables() | BALL::QSAR::NBModel | virtual |
getParameters() const | BALL::QSAR::NBModel | virtual |
getSubstanceNames() | BALL::QSAR::Model | |
getSubstanceVector(const vector< double > &substance, bool transform) | BALL::QSAR::Model | protected |
getSubstanceVector(const Eigen::VectorXd &substance, bool transform) | BALL::QSAR::Model | protected |
getType() | BALL::QSAR::Model | |
getUnnormalizedFeatureValue(int compound, int feature, double &return_value) | BALL::QSAR::Model | |
getUnnormalizedResponseValue(int compound, int response, double &return_value) | BALL::QSAR::Model | |
getY() | BALL::QSAR::Model | |
getYTransformations() | BALL::QSAR::Model | |
isTrained() | BALL::QSAR::NBModel | virtual |
labels_ | BALL::QSAR::ClassificationModel | protected |
min_prob_diff_ | BALL::QSAR::BayesModel | protected |
Model(const QSARData &q) | BALL::QSAR::Model | |
model_val | BALL::QSAR::Model | |
NBModel(const QSARData &q) | BALL::QSAR::NBModel | |
no_substances_ | BALL::QSAR::ClassificationModel | protected |
operator=(ClassificationModel &m) | BALL::QSAR::ClassificationModel | virtual |
BALL::QSAR::Model::operator=(const Model &m) | BALL::QSAR::Model | virtual |
optimizeParameters(int, int) | BALL::QSAR::Model | inlinevirtual |
optimizeParameters(int k) | BALL::QSAR::Model | |
predict(const vector< double > &substance, bool transform=1) | BALL::QSAR::NBModel | virtual |
readClassInformationFromFile(std::ifstream &input, int no_classes) | BALL::QSAR::ClassificationModel | protected |
readDescriptorInformation() | BALL::QSAR::Model | protected |
readDescriptorInformationFromFile(std::ifstream &in, int no_descriptors, bool transformation) | BALL::QSAR::Model | protectedvirtual |
readFromFile(string filename) | BALL::QSAR::NBModel | virtual |
readLabels() | BALL::QSAR::ClassificationModel | protected |
readMatrix(Eigen::MatrixXd &mat, std::ifstream &in, unsigned int lines, unsigned int col) | BALL::QSAR::Model | protected |
readModelParametersFromFile(std::ifstream &in) | BALL::QSAR::Model | protected |
readResponseTransformationFromFile(std::ifstream &in, int no_y) | BALL::QSAR::Model | protected |
readTrainingData() | BALL::QSAR::Model | |
readVector(Eigen::RowVectorXd &vec, std::ifstream &in, unsigned int no_cells, bool column_vector) | BALL::QSAR::Model | protected |
saveClassInformationToFile(std::ofstream &out) | BALL::QSAR::ClassificationModel | protected |
saveDescriptorInformationToFile(std::ofstream &out) | BALL::QSAR::Model | protectedvirtual |
saveModelParametersToFile(std::ofstream &out) | BALL::QSAR::Model | protected |
saveResponseTransformationToFile(std::ofstream &out) | BALL::QSAR::Model | protected |
saveToFile(string filename) | BALL::QSAR::NBModel | virtual |
setDataSource(const QSARData *q) | BALL::QSAR::Model | |
setDescriptorIDs(const std::multiset< unsigned int > &sl) | BALL::QSAR::Model | |
setParameters(vector< double > &v) | BALL::QSAR::NBModel | virtual |
substance_names_ | BALL::QSAR::Model | protected |
train() | BALL::QSAR::NBModel | virtual |
type_ | BALL::QSAR::Model | protected |
undef_act_class_id_ | BALL::QSAR::BayesModel | protected |
validation | BALL::QSAR::ClassificationModel | |
Y_ | BALL::QSAR::Model | protected |
y_transformations_ | BALL::QSAR::Model | protected |
~ClassificationModel() | BALL::QSAR::ClassificationModel | |
~Model() | BALL::QSAR::Model | virtual |
~NBModel() | BALL::QSAR::NBModel | |