public static interface GMLVQCore.DefaultSettings
Modifier and Type | Field and Description |
---|---|
static CostFunctionValue |
DEFAULT_COST_FUNCTION |
static double |
DEFAULT_DATA_POINT_RATIO_PER_ROUND
the default percentage of trainingData points used per round
|
static double |
DEFAULT_LEARN_RATE_CHANGE |
static boolean |
DEFAULT_MATRIX_LEARNING
the default boolean if mode is GMLVQ (true) or GLVQ (false)
|
static int |
DEFAULT_NUMBER_OF_EPOCHS
the default number of epochs used for training
|
static int |
DEFAULT_NUMBER_OF_PROTOTYPES_PER_CLASS
the default number of prototypes used to represent each class
|
static int |
DEFAULT_OMEGA_DIMENSION
the default dimension of matrix omega
|
static double |
DEFAULT_OMEGA_LEARNING_RATE
the default learning rate of the omega matrix
|
static boolean |
DEFAULT_PARALLEL_EXECUTION
true iff GMLVQ should be executed in parallel. |
static double |
DEFAULT_PROTOYPE_LEARNING_RATE
the default prototype learning rate
|
static double |
DEFAULT_SIGMOID_SIGMA_INTERVAL_END |
static double |
DEFAULT_SIGMOID_SIGMA_INTERVAL_START |
static double |
DEFAULT_STOP_CRITERION
the default value of the stop criterion
|
static boolean |
DEFAULT_VISUALIZATION
the default setting of matrix omega should be visualized
|
static int |
OMEGA_MATRIX_INITIALIZATION_AND_REGULARIZATION_NUMBER_OF_DATA_POINTS
number of data points used for initialization and regularization of
the omega matrix
|
static double |
OMEGA_MATRIX_INITIALIZATION_MINIMAL_EXPECTED_VALUE |
static final int DEFAULT_NUMBER_OF_EPOCHS
static final int DEFAULT_NUMBER_OF_PROTOTYPES_PER_CLASS
static final int DEFAULT_OMEGA_DIMENSION
static final int OMEGA_MATRIX_INITIALIZATION_AND_REGULARIZATION_NUMBER_OF_DATA_POINTS
static final double OMEGA_MATRIX_INITIALIZATION_MINIMAL_EXPECTED_VALUE
static final double DEFAULT_LEARN_RATE_CHANGE
static final double DEFAULT_DATA_POINT_RATIO_PER_ROUND
static final double DEFAULT_OMEGA_LEARNING_RATE
static final double DEFAULT_PROTOYPE_LEARNING_RATE
static final double DEFAULT_SIGMOID_SIGMA_INTERVAL_START
static final double DEFAULT_SIGMOID_SIGMA_INTERVAL_END
static final double DEFAULT_STOP_CRITERION
static final boolean DEFAULT_MATRIX_LEARNING
static final boolean DEFAULT_PARALLEL_EXECUTION
true
iff GMLVQ should be executed in parallel.static final boolean DEFAULT_VISUALIZATION
static final CostFunctionValue DEFAULT_COST_FUNCTION