SAGA 9.4.2 | Tool Library Documentation

Maximum Entropy Presence Prediction


Description

Maximum Entropy Presence Prediction


References


Parameters

 NameTypeIdentifierDescriptionConstraints
InputPresence Datashapes, inputPRESENCE--
Numerical Featuresgrid list, input, optionalFEATURES_NUM--
Categorical Featuresgrid list, input, optionalFEATURES_CAT--
OutputPresence Predictiongrid, outputPREDICTION--
Presence Probabilitygrid, outputPROBABILITY--
OptionsGrid Systemgrid systemPARAMETERS_GRID_SYSTEM--
Background Sample Density [Percent]floating point numberBACKGROUND-Minimum: 0.000000 Maximum: 100.000000 Default: 1.000000
MethodchoiceMETHOD-Available Choices: [0] Yoshimasa Tsuruoka [1] Dekang Lin Default: 0
Load from File...file pathYT_FILE_LOAD--
Save to File...file pathYT_FILE_SAVE--
RegularizationchoiceYT_REGUL-Available Choices: [0] none [1] L1 [2] L2 Default: 1
Regularization Factorfloating point numberYT_REGUL_VAL-Minimum: 0.000000 Default: 1.000000
Real-valued Numerical FeaturesbooleanYT_NUMASREAL-Default: 1
Alphafloating point numberDL_ALPHA-Default: 0.100000
Thresholdfloating point numberDL_THRESHOLD-Minimum: 0.000000 Default: 0.000000
Maximum Iterationsinteger numberDL_ITERATIONS-Minimum: 1 Default: 100
Number of Numeric Value Classesinteger numberNUM_CLASSES-Minimum: 1 Default: 32

Command Line


Usage: saga_cmd imagery_maxent 1 [-PRESENCE ] [-FEATURES_NUM ] [-FEATURES_CAT ] [-PREDICTION ] [-PROBABILITY ] [-BACKGROUND ] [-METHOD ] [-YT_FILE_LOAD ] [-YT_FILE_SAVE ] [-YT_REGUL ] [-YT_REGUL_VAL ] [-YT_NUMASREAL ] [-DL_ALPHA ] [-DL_THRESHOLD ] [-DL_ITERATIONS ] [-NUM_CLASSES ]
  -PRESENCE:       	Presence Data
	shapes, input
  -FEATURES_NUM:   	Numerical Features
	grid list, input, optional
  -FEATURES_CAT:   	Categorical Features
	grid list, input, optional
  -PREDICTION:     	Presence Prediction
	grid, output
  -PROBABILITY:    	Presence Probability
	grid, output
  -BACKGROUND:  	Background Sample Density [Percent]
	floating point number
	Minimum: 0.000000
	Maximum: 100.000000
	Default: 1.000000
  -METHOD:         	Method
	choice
	Available Choices:
	[0] Yoshimasa Tsuruoka
	[1] Dekang Lin
	Default: 0
  -YT_FILE_LOAD:   	Load from File...
	file path
  -YT_FILE_SAVE:   	Save to File...
	file path
  -YT_REGUL:       	Regularization
	choice
	Available Choices:
	[0] none
	[1] L1
	[2] L2
	Default: 1
  -YT_REGUL_VAL:	Regularization Factor
	floating point number
	Minimum: 0.000000
	Default: 1.000000
  -YT_NUMASREAL:   	Real-valued Numerical Features
	boolean
	Default: 1
  -DL_ALPHA:    	Alpha
	floating point number
	Default: 0.100000
  -DL_THRESHOLD:	Threshold
	floating point number
	Minimum: 0.000000
	Default: 0.000000
  -DL_ITERATIONS:  	Maximum Iterations
	integer number
	Minimum: 1
	Default: 100
  -NUM_CLASSES:    	Number of Numeric Value Classes
	integer number
	Minimum: 1
	Default: 32