CrossValidationResult

摘要

The CrossValidationResult class is returned by the Cross Validation tool and contains access to the cross-validation results that can be generated for any geostatistical layer.

讨论

The CrossValidationResult class is similar to Result class except for the additional read-only properties that it contains. For detailed help, see the Cross Validation tool help.

Only the mean and root mean square error results are available for IDW, global polynomial interpolation, radial basis functions, diffusion interpolation with barriers, and kernel interpolation with barriers.

属性

属性	说明	数据类型
averageStandard （只读）	The average of the prediction standard errors.	Double
count （只读）	The number of input samples.	Long
inputCount （只读）	Returns the number of inputs.	Integer
maxSeverity （只读）	Returns the maximum severity of the message.	Integer
meanError （只读）	The averaged difference between the measured and the predicted values.	Double
meanStandardized （只读）	Mean standardized error.	Double
messageCount （只读）	Returns the number of messages.	Integer
outputCount （只读）	Returns the number of outputs.	Integer
resultID （只读）	Gets the job ID.	String
rootMeanSquare （只读）	The root mean square error.	Double
rootMeanSquareStandardized （只读）	The root mean square standardized error should be close to 1 if the prediction standard errors are valid. If the root mean square standardized error is greater than 1, you are underestimating the variability in your predictions. If the root mean square standardized error is less than 1, you are overestimating the variability in your predictions.	Double
status （只读）	Gets the job status. 0 —New 1 —Submitted 2 —Waiting 3 —Executing 4 —Succeeded 5 —Failed 6 —Timed out 7 —Cancelling 8 —Cancelled 9 —Deleting 10 —Deleted	Integer

方法概述

方法	说明
cancel ()	Cancels an associated job
getInput (index)	Returns a given input, either as a recordset or string.
getMapImageURL ({parameter_list}, {height}, {width}, {resolution})	Gets a map service image for a given output, if one exists.
getMessage (index)	Returns a specific message.
getMessages ({severity})	Returns messages.
getOutput (index)	Returns a given output, either as a recordset or string. If the output of the tool, such as MakeFeatureLayer is a layer, getOutput will return a Layer object.
getSeverity (index)	Returns the severity of a specific message.

方法

cancel ()

getInput (index)

参数	说明	数据类型
index	The index position of the input.	Integer

返回值

数据类型	说明
Object	The input, either as a recordset or string.

getMapImageURL ({parameter_list}, {height}, {width}, {resolution})

参数	说明	数据类型
parameter_list	Parameter(s) on which the map service image will be based.	Integer
height	The height of the image.	Double
width	The width of the image.	Double
resolution	The resolution of the image.	Double

返回值

数据类型	说明
String	The URL of the map image.

getMessage (index)

参数	说明	数据类型
index	The index position of the message.	Integer

返回值

数据类型	说明
String	The geoprocessing message.

getMessages ({severity})

参数	说明	数据类型
severity	The type of messages to be returned: 0=message, 1=warning, 2=error. Not specifying a value returns all message types. 0 —informational message 1 —warning message 2 —error message (默认值为 0)	Integer

返回值

数据类型	说明
String	The geoprocessing messages.

getOutput (index)

参数	说明	数据类型
index	The index position of the outputs.	Integer

返回值

数据类型	说明
Object	The output, either as a recordset or string. If the output of the tool, such as MakeFeatureLayer is a layer, getOutput will return a Layer object.

getSeverity (index)

参数	说明	数据类型
index	The message index position.	Integer

返回值

数据类型	说明
Integer	The severity of the specific message. 0 —informational message 1 —warning message 2 —error message

代码示例

CrossValidation (Python window)

Perform cross-validation on an input geostatistical layer.

import arcpy
arcpy.env.workspace = "C:/gapyexamples/data"
cvResult = arcpy.CrossValidation_ga("C:/gapyexamples/data/kriging.lyr")
print "Root Mean Square error = " + str(cvResult.rootMeanSquare)

CrossValidation (stand-alone script)

Perform cross-validation on an input geostatistical layer.

# Name: CrossValidation_Example_02.py
# Description: Perform cross validation on an input geostatistical layer.
# Requirements: Geostatistical Analyst Extension

# Import system modules
import arcpy

# Set environment settings
arcpy.env.workspace = "C:/gapyexamples/data"

# Set local variables
inLayer = "C:/gapyexamples/data/kriging.lyr"

# Check out the ArcGIS Geostatistical Analyst extension license
arcpy.CheckOutExtension("GeoStats")

# Execute CrossValidation
cvResult = arcpy.CrossValidation_ga(inLayer)
print "Root Mean Square error = " + str(cvResult.rootMeanSquare)