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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" : "incrementalLearning",
"steps" : [
{
"class" : "weka.knowledgeflow.steps.Loader",
"properties" : {
"loader" : {
"type" : "loader",
"class" : "weka.core.converters.ArffLoader",
"filePath" : "",
"useRelativePath" : false
},
"name" : "ArffLoader"
},
"connections" : {
"instance" : [
"ClassAssigner"
]
},
"coordinates" : "40,40"
},
{
"class" : "weka.knowledgeflow.steps.ClassAssigner",
"properties" : {
"classColumn" : "last",
"name" : "ClassAssigner"
},
"connections" : {
"instance" : [
"NaiveBayesUpdateable"
]
},
"coordinates" : "240,40"
},
{
"class" : "weka.knowledgeflow.steps.Classifier",
"properties" : {
"classifier" : {
"type" : "optionHandler",
"class" : "weka.classifiers.bayes.NaiveBayesUpdateable",
"options" : ""
},
"loadClassifierFileName" : "",
"name" : "NaiveBayesUpdateable",
"resetIncrementalClassifier" : false,
"updateIncrementalClassifier" : true
},
"connections" : {
"incrementalClassifier" : [
"IncrementalClassifierEvaluator"
]
},
"coordinates" : "440,40"
},
{
"class" : "weka.knowledgeflow.steps.IncrementalClassifierEvaluator",
"properties" : {
"chartingEvalWindowSize" : 0,
"name" : "IncrementalClassifierEvaluator",
"outputPerClassInfoRetrievalStats" : false,
"statusFrequency" : 100
},
"connections" : {
"text" : [
"TextViewer"
],
"chart" : [
"StripChart"
]
},
"coordinates" : "680,40"
},
{
"class" : "weka.knowledgeflow.steps.StripChart",
"properties" : {
"XLabelFreq" : 500,
"name" : "StripChart",
"refreshFreq" : 5,
"refreshWidth" : 1
},
"connections" : {
},
"coordinates" : "680,240"
},
{
"class" : "weka.knowledgeflow.steps.TextViewer",
"properties" : {
"name" : "TextViewer"
},
"connections" : {
},
"coordinates" : "400,240"
},
{
"class" : "weka.knowledgeflow.steps.Note",
"properties" : {
"name" : "Note",
"noteText" : "Double click and\nconfigure with an\nARFF file to process"
},
"connections" : {
},
"coordinates" : "23,129"
},
{
"class" : "weka.knowledgeflow.steps.Note",
"properties" : {
"name" : "Note2",
"noteText" : "Set the class attribute"
},
"connections" : {
},
"coordinates" : "210,135"
},
{
"class" : "weka.knowledgeflow.steps.Note",
"properties" : {
"name" : "Note3",
"noteText" : "Incremental naive\nBayes"
},
"connections" : {
},
"coordinates" : "420,137"
},
{
"class" : "weka.knowledgeflow.steps.Note",
"properties" : {
"name" : "Note4",
"noteText" : "Right-click and choose\n\"Show chart\" before\nlaunching this flow."
},
"connections" : {
},
"coordinates" : "619,327"
}
]
}
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