Constant Field Values

Contents

• unifeat.featureSelection.*
• unifeat.gui.*

unifeat.featureSelection.*

unifeat.featureSelection.embedded.SVMBasedMethods.MSVM_RFE

Modifier and Type	Constant Field	Value
private final double	ERROR_DENOMINATOR	1.0

unifeat.featureSelection.embedded.SVMBasedMethods.OVA_SVM_RFE

Modifier and Type	Constant Field	Value
private final double	ERROR_DENOMINATOR	1.0
private final double	ERROR_TWO_CLASS_PROBLEM	0.001

unifeat.featureSelection.embedded.SVMBasedMethods.OVO_SVM_RFE

Modifier and Type	Constant Field	Value
private final double	ERROR_DENOMINATOR	1.0
private final double	ERROR_TWO_CLASS_PROBLEM	0.001

unifeat.featureSelection.filter.supervised.FisherScore

Modifier and Type	Constant Field	Value
private final double	ERROR_DENOMINATOR	1.0E-4

unifeat.featureSelection.filter.supervised.GainRatio

Modifier and Type	Constant Field	Value
private final double	ERROR_DENOMINATOR	1.0E-4

unifeat.featureSelection.filter.supervised.LaplacianScore

Modifier and Type	Constant Field	Value
private final double	ERROR_DENOMINATOR	1.0E-4

unifeat.featureSelection.filter.supervised.SymmetricalUncertainty

Modifier and Type	Constant Field	Value
private final double	ERROR_DENOMINATOR	1.0E-4

unifeat.featureSelection.filter.unsupervised.IRRFSACO_1

Modifier and Type	Constant Field	Value
private final double	ERROR_RELEVANCE	1.0E-4
private final double	ERROR_SIMILARITY	1.0E-4

unifeat.featureSelection.filter.unsupervised.IRRFSACO_2

Modifier and Type	Constant Field	Value
private final double	ERROR_RELEVANCE	1.0E-4
private final double	ERROR_SIMILARITY	1.0E-4

unifeat.featureSelection.filter.unsupervised.LaplacianScore

Modifier and Type	Constant Field	Value
private final double	ERROR_DENOMINATOR	1.0E-4

unifeat.featureSelection.filter.unsupervised.MGSACO

Modifier and Type	Constant Field	Value
private final double	ERROR_RELEVANCE	1.0E-4
private final double	ERROR_SIMILARITY	1.0E-4

unifeat.featureSelection.filter.unsupervised.RRFSACO_1

Modifier and Type	Constant Field	Value
private final double	ERROR_RELEVANCE	1.0E-4
private final double	ERROR_SIMILARITY	1.0E-4

unifeat.featureSelection.filter.unsupervised.RRFSACO_2

Modifier and Type	Constant Field	Value
private final double	ERROR_RELEVANCE	1.0E-4
private final double	ERROR_SIMILARITY	1.0E-4

unifeat.featureSelection.filter.unsupervised.UFSACO

Modifier and Type	Constant Field	Value
private final double	ERROR_SIMILARITY	1.0E-4

unifeat.gui.*

unifeat.gui.classifier.DTClassifierPanel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_CONFIDENCE	0.25
private static final int	DEFAULT_MIN_NUM	2

unifeat.gui.classifier.KNNClassifierPanel

Modifier and Type	Constant Field	Value
private static final int	DEFAULT_KNN_VALUE	1

unifeat.gui.classifier.svmClassifier.SVMClassifierPanel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_PARAMETER_C	1.0

unifeat.gui.featureSelection.embedded.MSVM_RFEPanel

Modifier and Type	Constant Field	Value
private static final int	DEFAULT_NUM_FOLD	5
private static final int	DEFAULT_NUM_RUN	20
private static final double	DEFAULT_PARAMETER_C	1.0

unifeat.gui.featureSelection.embedded.decisionTreeBased.DecisionTreeBasedPanel

Modifier and Type	Constant Field	Value
private static final String	C45_MORE_OPTION	"Option\n\nConfidence factor -> the confidence factor used for pruning (smaller values incur more pruning).\n\nMinNumSample -> the minimum number of samples per leaf.\n\n"
private static final double	DEFAULT_CONFIDENCE	0.25
private static final int	DEFAULT_MAX_DEPTH	0
private static final int	DEFAULT_MIN_NUM	2
private static final int	DEFAULT_RANDOM_FOREST_NUM_FEATURES	0
private static final int	DEFAULT_RANDOM_FOREST_NUM_ITERATION	100
private static final int	DEFAULT_RANDOM_TREE_K_VALUE	0
private static final int	DEFAULT_RANDOM_TREE_MAX_DEPTH	0
private static final double	DEFAULT_RANDOM_TREE_MIN_NUM	1.0
private static final double	DEFAULT_RANDOM_TREE_MIN_VARIANCE_PROP	0.001
private static final String	RANDOM_FOREST_MORE_OPTION	"Option\n\nNum features -> the number of randomly selected features (0 means int(log_2(#predictors) + 1) is used).\n\nMax depth -- the maximum depth of the tree (0 means unlimited depth).\n\nNum iterations -- the number of iterations to be performed.\n\n"
private static final String	RANDOM_TREE_MORE_OPTION	"Option\n\nK value -> sets the number of randomly chosen attributes (0 means int(log_2(#predictors) + 1) is used).\n\nMax depth -- the maximum depth of the tree (0 means unlimited depth).\n\nMin num -- the minimum total weight of the instances in a leaf.\n\nMin variance prop -- the minimum proportion of the total variance (over all the data) required for split.\n\n"

unifeat.gui.featureSelection.filter.IRRFSACO_1Panel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_BETA	1.0
private static final double	DEFAULT_EV_RATE	0.2
private static final int	DEFAULT_NUM_ANTS	0
private static final int	DEFAULT_NUM_FEAT_OF_ANT	0
private static final int	DEFAULT_NUM_ITERATION	50
private static final double	DEFAULT_Q0	0.7

unifeat.gui.featureSelection.filter.IRRFSACO_2Panel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_ALPHA	1.0
private static final double	DEFAULT_BETA	1.0
private static final double	DEFAULT_EV_RATE	0.2
private static final double	DEFAULT_INIT_PHEROMONE	0.2
private static final int	DEFAULT_NUM_ANTS	0
private static final int	DEFAULT_NUM_FEAT_OF_ANT	0
private static final int	DEFAULT_NUM_ITERATION	50
private static final double	DEFAULT_Q0	0.7

unifeat.gui.featureSelection.filter.LaplacianScorePanel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_CONST_PARAM	100.0
private static final int	DEFAULT_K_NEAREST	5

unifeat.gui.featureSelection.filter.MGSACOPanel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_BETA	1.0
private static final double	DEFAULT_EV_RATE	0.2
private static final double	DEFAULT_INIT_PHEROMONE	0.2
private static final int	DEFAULT_NUM_ANTS	0
private static final int	DEFAULT_NUM_ITERATION	50
private static final double	DEFAULT_Q0	0.7

unifeat.gui.featureSelection.filter.RRFSACO_1Panel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_BETA	1.0
private static final double	DEFAULT_EV_RATE	0.2
private static final int	DEFAULT_NUM_ANTS	0
private static final int	DEFAULT_NUM_FEAT_OF_ANT	0
private static final int	DEFAULT_NUM_ITERATION	50
private static final double	DEFAULT_Q0	0.7

unifeat.gui.featureSelection.filter.RRFSACO_2Panel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_ALPHA	1.0
private static final double	DEFAULT_BETA	1.0
private static final double	DEFAULT_EV_RATE	0.2
private static final double	DEFAULT_INIT_PHEROMONE	0.2
private static final int	DEFAULT_NUM_ANTS	0
private static final int	DEFAULT_NUM_FEAT_OF_ANT	0
private static final int	DEFAULT_NUM_ITERATION	50
private static final double	DEFAULT_Q0	0.7

unifeat.gui.featureSelection.filter.RRFSPanel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_SIMILARITY	0.4

unifeat.gui.featureSelection.filter.UFSACOPanel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_BETA	1.0
private static final double	DEFAULT_EV_RATE	0.2
private static final double	DEFAULT_INIT_PHEROMONE	0.2
private static final int	DEFAULT_NUM_ANTS	0
private static final int	DEFAULT_NUM_FEAT_OF_ANT	0
private static final int	DEFAULT_NUM_ITERATION	50
private static final double	DEFAULT_Q0	0.7

unifeat.gui.featureSelection.filter.rsm.RSMPanel

Modifier and Type	Constant Field	Value
private static final int	DEFAULT_ELIMINATION	0
private static final int	DEFAULT_NUM_SELECTION	50
private static final int	DEFAULT_SIZE_SUBSPACE	0

unifeat.gui.featureSelection.wrapper.ACOBased.OptimalACOPanel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_INIT_PHEROMONE	1.0
private static final double	DEFAULT_PHI	0.8

unifeat.gui.featureSelection.wrapper.GABased.HGAFSPanel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_EPSILON	0.5
private static final double	DEFAULT_MU	0.65

unifeat.gui.featureSelection.wrapper.PSOBased.CPSOPanel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_THETA	0.6

unifeat.gui.featureSelection.wrapper.PSOBased.HPSO_LSPanel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_ALPHA	0.65
private static final double	DEFAULT_EPSILON	0.5

unifeat.gui.featureSelection.wrapper.PSOBased.PSO42Panel

Modifier and Type	Constant Field	Value
private static final double	DEFAULT_THETA	0.6

unifeat.gui.menu.DiagramPanel

Modifier and Type	Constant Field	Value
private final int	WIDTH_LEGEND	100
private final int	X_D_START_LEGEND	400
private final int	X_DIMENSION_END	380
private final int	X_DIMENSION_START	80
private final int	Y_D_START_LEGEND	70
private final int	Y_DIMENSION_END	280
private final int	Y_DIMENSION_START	60