, including all inherited members.
addLambda(Matrix< double > &matrix, double &lambda) | BALL::QSAR::Model | [protected] |
backTransformPrediction(Vector< double > &pred) | BALL::QSAR::Model | [protected] |
calculateStdErr() | BALL::QSAR::Model | [inline, virtual] |
ClassificationModel(const QSARData &q) | BALL::QSAR::ClassificationModel | |
ClassificationValidation class | BALL::QSAR::ClassificationModel | [friend] |
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(uint bins, BALL::Matrix< double > &discretization_information) | BALL::QSAR::ClassificationModel | [protected] |
equalSpaceDiscretizationTestData(Vector< double > &compound, uint bins, const BALL::Matrix< double > &discretization_information) | BALL::QSAR::ClassificationModel | [protected] |
getClassLabels() | BALL::QSAR::ClassificationModel | |
getDescriptorIDs() | BALL::QSAR::Model | |
getDescriptorMatrix() | BALL::QSAR::Model | |
getDescriptorNames() | BALL::QSAR::Model | |
getParameters() const | BALL::QSAR::LDAModel | [virtual] |
getSubstanceNames() | BALL::QSAR::Model | |
getSubstanceVector(const vector< double > &substance, bool transform) | BALL::QSAR::Model | [protected] |
getSubstanceVector(const Vector< double > &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 | |
labels_ | BALL::QSAR::ClassificationModel | [protected] |
lambda_ | BALL::QSAR::LDAModel | [private] |
LDAModel(const QSARData &q) | BALL::QSAR::LDAModel | |
mean_vectors_ | BALL::QSAR::LDAModel | [private] |
Model(const QSARData &q) | BALL::QSAR::Model | |
model_val | BALL::QSAR::Model | |
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 | [inline, virtual] |
optimizeParameters(int k) | BALL::QSAR::Model | |
predict(const vector< double > &substance, bool transform=1) | BALL::QSAR::LDAModel | [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 | [protected, virtual] |
readFromFile(string filename) | BALL::QSAR::LDAModel | [virtual] |
readLabels() | BALL::QSAR::ClassificationModel | [protected] |
readMatrix(Matrix< double > &mat, std::ifstream &in, uint lines, uint 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(Vector< double > &vec, std::ifstream &in, uint no_cells, bool column_vector) | BALL::QSAR::Model | [protected] |
RegressionValidation class | BALL::QSAR::Model | [friend] |
saveClassInformationToFile(std::ofstream &out) | BALL::QSAR::ClassificationModel | [protected] |
saveDescriptorInformationToFile(std::ofstream &out) | BALL::QSAR::Model | [protected, virtual] |
saveModelParametersToFile(std::ofstream &out) | BALL::QSAR::Model | [protected] |
saveResponseTransformationToFile(std::ofstream &out) | BALL::QSAR::Model | [protected] |
saveToFile(string filename) | BALL::QSAR::LDAModel | [virtual] |
setDataSource(const QSARData *q) | BALL::QSAR::Model | |
setDescriptorIDs(const std::multiset< unsigned int > &sl) | BALL::QSAR::Model | |
setParameters(vector< double > &v) | BALL::QSAR::LDAModel | [virtual] |
sigma_ | BALL::QSAR::LDAModel | [private] |
substance_names_ | BALL::QSAR::Model | [protected] |
train() | BALL::QSAR::LDAModel | [virtual] |
type_ | BALL::QSAR::Model | [protected] |
Validation class | BALL::QSAR::Model | [friend] |
validation | BALL::QSAR::ClassificationModel | |
Y_ | BALL::QSAR::Model | [protected] |
y_transformations_ | BALL::QSAR::Model | [protected] |
~ClassificationModel() | BALL::QSAR::ClassificationModel | |
~LDAModel() | BALL::QSAR::LDAModel | |
~Model() | BALL::QSAR::Model | [virtual] |