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20 lines
1.6 KiB
Plaintext
20 lines
1.6 KiB
Plaintext
Random Forest Presence Prediction (ViGrA)
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imagery_vigra
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ParameterMultipleInput|FEATURES|Features|3|False
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OutputRaster|PREDICTION|Presence Prediction
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OutputRaster|PROBABILITY|Presence Probability
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ParameterVector|PRESENCE|Presence Data|-1|False
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QgsProcessingParameterNumber|BACKGROUND|Background Sample Density [Percent]|QgsProcessingParameterNumber.Double|1.000000|False| 0.000000| 100.000000
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ParameterBoolean|DO_MRMR|Minimum Redundancy Feature Selection|False
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QgsProcessingParameterNumber|mRMR_NFEATURES|Number of Features|QgsProcessingParameterNumber.Integer|50|False| 1|None
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ParameterBoolean|mRMR_DISCRETIZE|Discretization|True
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QgsProcessingParameterNumber|mRMR_THRESHOLD|Discretization Threshold|QgsProcessingParameterNumber.Double|1.000000|False| 0.000000|None
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ParameterSelection|mRMR_METHOD|Selection Method|[0] Mutual Information Difference (MID);[1] Mutual Information Quotient (MIQ)| 0
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ParameterFile|RF_IMPORT|Import from File|False|False
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ParameterFile|RF_EXPORT|Export to File|False|False
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QgsProcessingParameterNumber|RF_TREE_COUNT|Tree Count|QgsProcessingParameterNumber.Integer|32|False| 1|None
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QgsProcessingParameterNumber|RF_TREE_SAMPLES|Samples per Tree|QgsProcessingParameterNumber.Double|1.000000|False| 0.000000| 1.000000
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ParameterBoolean|RF_REPLACE|Sample with Replacement|True
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QgsProcessingParameterNumber|RF_SPLIT_MIN_SIZE|Minimum Node Split Size|QgsProcessingParameterNumber.Integer|1|False| 1|None
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ParameterSelection|RF_NODE_FEATURES|Features per Node|[0] logarithmic;[1] square root;[2] all| 1
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ParameterSelection|RF_STRATIFICATION|Stratification|[0] none;[1] equal;[2] proportional| 0 |