CrossValidationResult

概要

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.

ディスカッション

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

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.

プロパティ

プロパティ	説明	データ タイプ
averageStandard (読み取り専用)	The average of the prediction standard errors.	Double
count (読み取り専用)	The number of input samples.	Long
inputCount (読み取り専用)	Returns the number of inputs.	Integer
maxSeverity (読み取り専用)	Returns the maximum severity of the messages. 0 —If the tool produced only informative messages. 1 — If the tool produced a warning message, but no error messages. 2 — If the tool produced an error message.	Integer
meanError (読み取り専用)	The averaged difference between the measured and the predicted values.	Double
meanStandardized (読み取り専用)	Mean standardized error.	Double
messageCount (読み取り専用)	Returns the number of messages.	Integer
outputCount (読み取り専用)	Returns the number of outputs.	Integer
resultID (読み取り専用)	Gets the job ID. If the tool is not a geoprocessing service, the resultID will be "".	String
rootMeanSquare (読み取り専用)	The root mean square error.	Double
rootMeanSquareStandardized (読み取り専用)	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 (読み取り専用)	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

手法の概要

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

手法

cancel ()

getInput (index)

パラメーター	説明	データ タイプ
index	The index position of the input.	Integer

戻り値

データ タイプ	説明
Object	The input, either as a recordset or string.

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

パラメーター	説明	データ タイプ
parameter_list	The parameters 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

戻り値

データ タイプ	説明
String	The URL of the map image.

getMessage (index)

パラメーター	説明	データ タイプ
index	The index position of the message.	Integer

戻り値

データ タイプ	説明
String	The geoprocessing message.

getMessages ({severity})

パラメーター	説明	データ タイプ
severity	The type of messages to be returned. 0 —Informative, warning, and error messages are returned. 1 —Only warning messages are returned. 2 —Only error messages are returned. Not specifying a severity level will return all types of messages. (デフォルト値は次のとおりです 0)	Integer

戻り値

データ タイプ	説明
String	The geoprocessing tool messages.

getOutput (index)

パラメーター	説明	データ タイプ
index	The index position of the outputs.	Integer

戻り値

データ タイプ	説明
Object	The output, either as a recordset or a string. If the output of the tool, such as Make Feature Layer, is a layer, getOutput will return a Layer object. Result outputs can also be accessed by index, so result.getOutput(0) and result[0] are equivalent.

getSeverity (index)

パラメーター	説明	データ タイプ
index	The message index position.	Integer

戻り値

データ タイプ	説明
Integer	The severity of the specific message. 0 —Informative, warning, and error messages are returned. 1 —Only warning messages are returned. 2 —Only error messages are returned.

コードのサンプル

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)