{
	"flow_name" : "segment-RF",
	"steps" : [
		{
			"class" : "weka.knowledgeflow.steps.Classifier",
			"properties" : {
				"classifier" : {
					"type" : "optionHandler",
					"class" : "weka.classifiers.trees.J48",
					"options" : "-C 0.25 -M 2"
				},
				"loadClassifierFileName" : "",
				"name" : "J48",
				"resetIncrementalClassifier" : false,
				"updateIncrementalClassifier" : true
			},
			"connections" : {
				"batchClassifier" : [
					"ClassifierPerformanceEvaluator"
				],
				"graph" : [
					"GraphViewer"
				],
				"text" : [
					"Text Models"
				]
			},
			"coordinates" : "440,40"
		},
		{
			"class" : "weka.knowledgeflow.steps.TrainingSetMaker",
			"properties" : {
				"name" : "TrainingSetMaker"
			},
			"connections" : {
				"trainingSet" : [
					"J48",
					"RF Depth=10",
					"RF Depth=6",
					"RF Depth=4"
				]
			},
			"coordinates" : "280,40"
		},
		{
			"class" : "weka.knowledgeflow.steps.TestSetMaker",
			"properties" : {
				"name" : "TestSetMaker"
			},
			"connections" : {
				"testSet" : [
					"J48",
					"RF Depth=10",
					"RF Depth=6",
					"RF Depth=4"
				]
			},
			"coordinates" : "200,360"
		},
		{
			"class" : "weka.knowledgeflow.steps.ClassifierPerformanceEvaluator",
			"properties" : {
				"collectPredictionsForVisAndAUC" : true,
				"costMatrixString" : "",
				"errorPlotPointSizeProportionalToMargin" : false,
				"evaluateWithRespectToCosts" : false,
				"evaluationMetricsToOutput" : "Correct,Incorrect",
				"name" : "ClassifierPerformanceEvaluator",
				"outputConfusionMatrix" : true,
				"outputEntropyMetrics" : false,
				"outputPerClassStats" : true
			},
			"connections" : {
				"text" : [
					"TextViewer"
				]
			},
			"coordinates" : "640,40"
		},
		{
			"class" : "weka.knowledgeflow.steps.TextViewer",
			"properties" : {
				"name" : "TextViewer"
			},
			"connections" : {
			},
			"coordinates" : "800,200"
		},
		{
			"class" : "weka.knowledgeflow.steps.ClassAssigner",
			"properties" : {
				"classColumn" : "/last",
				"name" : "ClassAssigner"
			},
			"connections" : {
				"dataSet" : [
					"TrainingSetMaker"
				]
			},
			"coordinates" : "160,40"
		},
		{
			"class" : "weka.knowledgeflow.steps.ClassAssigner",
			"properties" : {
				"classColumn" : "/last",
				"name" : "ClassAssigner2"
			},
			"connections" : {
				"dataSet" : [
					"TestSetMaker"
				]
			},
			"coordinates" : "120,360"
		},
		{
			"class" : "weka.knowledgeflow.steps.Loader",
			"properties" : {
				"loader" : {
					"type" : "loader",
					"class" : "weka.core.converters.ArffLoader",
					"filePath" : "/data/segment-challenge.arff",
					"useRelativePath" : false
				},
				"name" : "segment-challenge"
			},
			"connections" : {
				"dataSet" : [
					"ClassAssigner"
				]
			},
			"coordinates" : "40,40"
		},
		{
			"class" : "weka.knowledgeflow.steps.Loader",
			"properties" : {
				"loader" : {
					"type" : "loader",
					"class" : "weka.core.converters.ArffLoader",
					"filePath" : "/data/segment-test.arff",
					"useRelativePath" : false
				},
				"name" : "segment-test"
			},
			"connections" : {
				"dataSet" : [
					"ClassAssigner2"
				]
			},
			"coordinates" : "40,360"
		},
		{
			"class" : "weka.knowledgeflow.steps.GraphViewer",
			"properties" : {
				"name" : "GraphViewer"
			},
			"connections" : {
			},
			"coordinates" : "600,120"
		},
		{
			"class" : "weka.knowledgeflow.steps.Classifier",
			"properties" : {
				"classifier" : {
					"type" : "optionHandler",
					"class" : "weka.classifiers.trees.RandomForest",
					"options" : "-P 100 -print -I 100 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1 -depth 10"
				},
				"loadClassifierFileName" : "",
				"name" : "RF Depth=10",
				"resetIncrementalClassifier" : false,
				"updateIncrementalClassifier" : true
			},
			"connections" : {
				"text" : [
					"Text Models"
				],
				"batchClassifier" : [
					"ClassifierPerformanceEvaluator2"
				]
			},
			"coordinates" : "440,200"
		},
		{
			"class" : "weka.knowledgeflow.steps.Classifier",
			"properties" : {
				"classifier" : {
					"type" : "optionHandler",
					"class" : "weka.classifiers.trees.RandomForest",
					"options" : "-P 100 -print -I 100 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1 -depth 6"
				},
				"loadClassifierFileName" : "",
				"name" : "RF Depth=6",
				"resetIncrementalClassifier" : false,
				"updateIncrementalClassifier" : true
			},
			"connections" : {
				"batchClassifier" : [
					"ClassifierPerformanceEvaluator3"
				],
				"text" : [
					"Text Models"
				]
			},
			"coordinates" : "440,280"
		},
		{
			"class" : "weka.knowledgeflow.steps.Classifier",
			"properties" : {
				"classifier" : {
					"type" : "optionHandler",
					"class" : "weka.classifiers.trees.RandomForest",
					"options" : "-P 100 -print -I 100 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1 -depth 4"
				},
				"loadClassifierFileName" : "",
				"name" : "RF Depth=4",
				"resetIncrementalClassifier" : false,
				"updateIncrementalClassifier" : true
			},
			"connections" : {
				"batchClassifier" : [
					"ClassifierPerformanceEvaluator4"
				],
				"text" : [
					"Text Models"
				]
			},
			"coordinates" : "440,360"
		},
		{
			"class" : "weka.knowledgeflow.steps.ClassifierPerformanceEvaluator",
			"properties" : {
				"collectPredictionsForVisAndAUC" : true,
				"costMatrixString" : "",
				"errorPlotPointSizeProportionalToMargin" : false,
				"evaluateWithRespectToCosts" : false,
				"evaluationMetricsToOutput" : "Correct,Incorrect",
				"name" : "ClassifierPerformanceEvaluator2",
				"outputConfusionMatrix" : true,
				"outputEntropyMetrics" : false,
				"outputPerClassStats" : true
			},
			"connections" : {
				"text" : [
					"TextViewer"
				]
			},
			"coordinates" : "640,200"
		},
		{
			"class" : "weka.knowledgeflow.steps.ClassifierPerformanceEvaluator",
			"properties" : {
				"collectPredictionsForVisAndAUC" : true,
				"costMatrixString" : "",
				"errorPlotPointSizeProportionalToMargin" : false,
				"evaluateWithRespectToCosts" : false,
				"evaluationMetricsToOutput" : "Correct,Incorrect",
				"name" : "ClassifierPerformanceEvaluator3",
				"outputConfusionMatrix" : true,
				"outputEntropyMetrics" : false,
				"outputPerClassStats" : true
			},
			"connections" : {
				"text" : [
					"TextViewer"
				]
			},
			"coordinates" : "640,280"
		},
		{
			"class" : "weka.knowledgeflow.steps.ClassifierPerformanceEvaluator",
			"properties" : {
				"collectPredictionsForVisAndAUC" : true,
				"costMatrixString" : "",
				"errorPlotPointSizeProportionalToMargin" : false,
				"evaluateWithRespectToCosts" : false,
				"evaluationMetricsToOutput" : "Correct,Incorrect",
				"name" : "ClassifierPerformanceEvaluator4",
				"outputConfusionMatrix" : true,
				"outputEntropyMetrics" : false,
				"outputPerClassStats" : true
			},
			"connections" : {
				"text" : [
					"TextViewer"
				]
			},
			"coordinates" : "640,360"
		},
		{
			"class" : "weka.knowledgeflow.steps.TextViewer",
			"properties" : {
				"name" : "Text Models"
			},
			"connections" : {
			},
			"coordinates" : "520,120"
		}
	]
}