weka.gui.knowledgeflow.templates.jobSubFlow.kf Maven / Gradle / Ivy

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The Waikato Environment for Knowledge Analysis (WEKA), a machine learning workbench. This version represents the developer version, the "bleeding edge" of development, you could say. New functionality gets added to this version.

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{
	"flow_name" : "jobSubFlow",
	"steps" : [
		{
			"class" : "weka.knowledgeflow.steps.Loader",
			"properties" : {
				"loader" : {
					"type" : "loader",
					"class" : "weka.core.converters.ArffLoader",
					"filePath" : "${filetoload}",
					"useRelativePath" : false
				},
				"name" : "ArffLoader"
			},
			"connections" : {
				"dataSet" : [
					"TextViewer",
					"ClassAssigner"
				]
			},
			"coordinates" : "37,89"
		},
		{
			"class" : "weka.knowledgeflow.steps.TextViewer",
			"properties" : {
				"name" : "TextViewer"
			},
			"connections" : {
				"text" : [
					"WriteToWekaLog"
				]
			},
			"coordinates" : "237,89"
		},
		{
			"class" : "weka.knowledgeflow.steps.WriteWekaLog",
			"properties" : {
				"incrementalLoggingFrequency" : "1000",
				"loggingLevel" : {
					"type" : "enumHelper",
					"class" : "weka.knowledgeflow.LoggingLevel",
					"value" : "Basic"
				},
				"name" : "WriteToWekaLog"
			},
			"connections" : {
			},
			"coordinates" : "437,89"
		},
		{
			"class" : "weka.knowledgeflow.steps.ClassAssigner",
			"properties" : {
				"classColumn" : "/last",
				"name" : "ClassAssigner"
			},
			"connections" : {
				"dataSet" : [
					"TrainingSetMaker"
				]
			},
			"coordinates" : "37,209"
		},
		{
			"class" : "weka.knowledgeflow.steps.TrainingSetMaker",
			"properties" : {
				"name" : "TrainingSetMaker"
			},
			"connections" : {
				"trainingSet" : [
					"ZeroR"
				]
			},
			"coordinates" : "237,209"
		},
		{
			"class" : "weka.knowledgeflow.steps.Classifier",
			"properties" : {
				"classifier" : {
					"type" : "optionHandler",
					"class" : "weka.classifiers.rules.ZeroR",
					"options" : ""
				},
				"loadClassifierFileName" : "",
				"name" : "ZeroR",
				"resetIncrementalClassifier" : false,
				"updateIncrementalClassifier" : true
			},
			"connections" : {
				"text" : [
					"WriteToWekaLog",
					"WriteDataToResult"
				]
			},
			"coordinates" : "437,209"
		},
		{
			"class" : "weka.knowledgeflow.steps.SetPropertiesFromEnvironment",
			"properties" : {
				"name" : "SetPropertiesFromEnvironment"
			},
			"connections" : {
				"info" : [
					"ZeroR"
				]
			},
			"coordinates" : "317,329"
		},
		{
			"class" : "weka.knowledgeflow.steps.WriteDataToResult",
			"properties" : {
				"name" : "WriteDataToResult"
			},
			"connections" : {
			},
			"coordinates" : "437,329"
		},
		{
			"class" : "weka.knowledgeflow.steps.Note",
			"properties" : {
				"name" : "Note",
				"noteText" : "ArffLoader uses an environment\nvariable to define the file to load."
			},
			"connections" : {
			},
			"coordinates" : "40,40"
		},
		{
			"class" : "weka.knowledgeflow.steps.Note",
			"properties" : {
				"name" : "Note2",
				"noteText" : "We use a ZeroR classifier here,\nbut it actually becomes NaiveBayes\nand Bagging at runtime due to properties\nset by the StetPropertiesFromEnvironment\nstep."
			},
			"connections" : {
			},
			"coordinates" : "514,215"
		},
		{
			"class" : "weka.knowledgeflow.steps.Note",
			"properties" : {
				"name" : "Note3",
				"noteText" : "SetPropertiesFromEnvironment\nchecks the environment to see\nif there are any properties associated\nwith the name of the step it is connected\nto. It then sets these properties (if any)\non the connected step."
			},
			"connections" : {
			},
			"coordinates" : "50,324"
		}
	]
}