Display Name: ForestBasedClassificationAndRegression

Description:

Category:

Help URL: https://gis.cityoffargo.com/arcgis

Execution Type: esriExecutionTypeAsynchronous

Parameters:

Parameter: predictionType

Data Type: GPString
Display Name Prediction Type
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value: Train
Parameter Type: esriGPParameterTypeRequired
Category:
Choice List: [ Train, TrainAndPredict ]

Parameter: inFeatures

Data Type: GPRecordSet
Display Name Input Training Features
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Fields: None

Features: None.



Parameter Type: esriGPParameterTypeRequired
Category:


Parameter: featuresToPredict

Data Type: GPRecordSet
Display Name Input Features To Predict
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Fields: None

Features: None.



Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: variablePredict

Data Type: GPString
Display Name Variable to Predict
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeRequired
Category:


Parameter: explanatoryVariables

Data Type: GPString
Display Name Explanatory Variables
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeRequired
Category:


Parameter: numberOfTrees

Data Type: GPLong
Display Name Number of Trees
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value: 100
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: minimumLeafSize

Data Type: GPLong
Display Name Minimum Leaf Size
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: maximumTreeDepth

Data Type: GPLong
Display Name Maximum Tree Depth
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: sampleSize

Data Type: GPLong
Display Name Data Available per Tree
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value: 100
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: randomVariables

Data Type: GPLong
Display Name Number of Randomly Sampled Variables
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: percentageForValidation

Data Type: GPLong
Display Name Training Data Excluded for Validation
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value: 10
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: createVariableImportanceTable

Data Type: GPBoolean
Display Name Create Variable Importance Table
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value: false
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: explanatoryVariableMatching

Data Type: GPString
Display Name Explanatory Variable Matching
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: outputTrained

Data Type: GPRecordSet
Display Name Output Features
Description:
Direction: esriGPParameterDirectionOutput
Filter:
Dependency:
Default Value:
Fields: None

Features: None.



Parameter Type: esriGPParameterTypeDerived
Category:


Parameter: variableOfImportance

Data Type: GPRecordSet
Display Name Variable of Importance
Description:
Direction: esriGPParameterDirectionOutput
Filter:
Dependency:
Default Value:
Fields: None

Features: None.



Parameter Type: esriGPParameterTypeDerived
Category:


Parameter: outputPredicted

Data Type: GPRecordSet
Display Name Output Predicted Features
Description:
Direction: esriGPParameterDirectionOutput
Filter:
Dependency:
Default Value:
Fields: None

Features: None.



Parameter Type: esriGPParameterTypeDerived
Category:


Parameter: processInfo

Data Type: GPString
Display Name Process Info
Description:
Direction: esriGPParameterDirectionOutput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeDerived
Category:


Parameter: outputTrainedName

Data Type: GPString
Display Name outputTrained Name
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeRequired
Category:


Parameter: context

Data Type: GPString
Display Name Context
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category: Environment

Supported Operations:   Submit Job

Child Resources:   Metadata