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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.
{
"flow_name" : "cvTemplate",
"steps" : [
{
"class" : "weka.knowledgeflow.steps.Loader",
"properties" : {
"loader" : {
"type" : "loader",
"class" : "weka.core.converters.ArffLoader",
"filePath" : "weka/gui/knowledgeflow/templates/iris.arff",
"useRelativePath" : false
},
"name" : "ArffLoader"
},
"connections" : {
"dataSet" : [
"ClassAssigner"
]
},
"coordinates" : "80,80"
},
{
"class" : "weka.knowledgeflow.steps.ClassAssigner",
"properties" : {
"classColumn" : "last",
"name" : "ClassAssigner"
},
"connections" : {
"dataSet" : [
"CrossValidationFoldMaker"
]
},
"coordinates" : "240,80"
},
{
"class" : "weka.knowledgeflow.steps.CrossValidationFoldMaker",
"properties" : {
"name" : "CrossValidationFoldMaker",
"numFolds" : "10",
"preserveOrder" : false,
"seed" : "1"
},
"connections" : {
"trainingSet" : [
"J48"
],
"testSet" : [
"J48"
]
},
"coordinates" : "440,80"
},
{
"class" : "weka.knowledgeflow.steps.ClassifierPerformanceEvaluator",
"properties" : {
"errorPlotPointSizeProportionalToMargin" : false,
"evaluationMetricsToOutput" : "Correct,Incorrect,Kappa,Total cost,Average cost,KB relative,KB information,Correlation,Complexity 0,Complexity scheme,Complexity improvement,MAE,RMSE,RAE,RRSE,Coverage,Region size,TP rate,FP rate,Precision,Recall,F-measure,MCC,ROC area,PRC area",
"name" : "ClassifierPerformanceEvaluator"
},
"connections" : {
"text" : [
"TextViewer"
],
"visualizableError" : [
"ModelPerformanceChart"
]
},
"coordinates" : "360,280"
},
{
"class" : "weka.knowledgeflow.steps.TextViewer",
"properties" : {
"name" : "TextViewer"
},
"connections" : {
},
"coordinates" : "640,280"
},
{
"class" : "weka.knowledgeflow.steps.ModelPerformanceChart",
"properties" : {
"name" : "ModelPerformanceChart",
"offscreenAdditionalOpts" : "",
"offscreenHeight" : "400",
"offscreenRendererName" : "Weka Chart Renderer",
"offscreenWidth" : "500",
"offscreenXAxis" : "",
"offscreenYAxis" : ""
},
"connections" : {
},
"coordinates" : "120,280"
},
{
"class" : "weka.knowledgeflow.steps.Note",
"properties" : {
"name" : "Note",
"noteText" : "Double click to configure me\nwith an ARFF file"
},
"connections" : {
},
"coordinates" : "34,168"
},
{
"class" : "weka.knowledgeflow.steps.Note",
"properties" : {
"name" : "Note2",
"noteText" : "Double click to\nspecify the class\nattribute"
},
"connections" : {
},
"coordinates" : "236,171"
},
{
"class" : "weka.knowledgeflow.steps.Note",
"properties" : {
"name" : "Note3",
"noteText" : "10-fold CV by default.\nDouble click to alter\nthe number of folds."
},
"connections" : {
},
"coordinates" : "372,171"
},
{
"class" : "weka.knowledgeflow.steps.Note",
"properties" : {
"name" : "Note4",
"noteText" : "Performance results\nreported here. Right-click\nand choose \"show results\""
},
"connections" : {
},
"coordinates" : "602,377"
},
{
"class" : "weka.knowledgeflow.steps.Note",
"properties" : {
"name" : "Note5",
"noteText" : "Right-click and select \"show chart\"\nto see scatter plot and misclassified\npoints."
},
"connections" : {
},
"coordinates" : "50,380"
},
{
"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"
]
},
"coordinates" : "640,80"
},
{
"class" : "weka.knowledgeflow.steps.Note",
"properties" : {
"name" : "Note6",
"noteText" : "NOTE: this flow is configured to run out of the box. It loads an ARFF file as a resource from the classpath. If you want \nto use your own data, edit the ArffLoader."
},
"connections" : {
},
"coordinates" : "23,11"
}
]
}
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