formats/arff.js
function(dataset, relationName, featureLookupTable) {
	var arff = "% Automatically generated by Node.js\n";
	arff += "@relation "+relationName+"\n";

	featureLookupTable.featureIndexToFeatureName.forEach(function(featureName) {
		if (_.isUndefined(featureName)) 
			arff += "@attribute undefined {0,1}"+"\n";
		else if (!_.isString(featureName))
			throw new Error("Expected featureName to be a string, but found "+JSON.stringify(featureName));
		else arff += "@attribute "+featureName.replace(/[^a-zA-Z0-9]/g, "_")+" "+"{0,1}"+"\n";
	});

	arff += "\n@data\n";
	
	dataset.forEach(function(datum) {
		var datumArff = _.clone(datum.input, {});
		for (var i=0; i<datum.output.length; ++i)
			datumArff[datum.output[i]]=1;
		//console.dir(datumArff);
		var array = featureLookupTable.hashToArray(datumArff);
		arff += array + "\n";
	});

	return arff;
}
function(dataset, relationName, featureLookupTable) {
	var arff = "% Automatically generated by Node.js\n";
	arff += "@relation "+relationName+"\n";

	featureLookupTable.featureIndexToFeatureName.forEach(function(featureName) {
		if (_.isUndefined(featureName)) 
			arff += "@attribute undefined {0,1}"+"\n";
		else if (!_.isString(featureName))
			throw new Error("Expected featureName to be a string, but found "+JSON.stringify(featureName));
		else arff += "@attribute "+featureName.replace(/[^a-zA-Z0-9]/g, "_")+" "+"{0,1}"+"\n";
	});

	arff += "\n@data\n";
	
	dataset.forEach(function(datum) {
		var datumArff = _.clone(datum.input, {});
		for (var i=0; i<datum.output.length; ++i)
			datumArff[datum.output[i]]=1;
		//console.dir(datumArff);
		var array = featureLookupTable.hashToArray(datumArff);
		arff += array + "\n";
	});

	return arff;
}
function ( dataset , relationName , featureLookupTable ) { var arff = "% Automatically generated by Node.js\n" ; arff += "@relation " + relationName + "\n" ; featureLookupTable . featureIndexToFeatureName . forEach ( function ( featureName ) { if ( _ . isUndefined ( featureName ) ) arff += "@attribute undefined {0,1}" + "\n" ; else if ( ! _ . isString ( featureName ) ) throw new Error ( "Expected featureName to be a string, but found " + JSON . stringify ( featureName ) ) ; else arff += "@attribute " + featureName . replace ( / [^a-zA-Z0-9] / g , "_" ) + " " + "{0,1}" + "\n" ; } ) ; arff += "\n@data\n" ; dataset . forEach ( function ( datum ) { var datumArff = _ . clone ( datum . input , { } ) ; for ( var i = 0 ; i < datum . output . length ; ++ i ) datumArff [ datum . output [ i ] ] = 1 ; //console.dir(datumArff); var array = featureLookupTable . hashToArray ( datumArff ) ; arff += array + "\n" ; } ) ; return arff ; }
convert a single dataset to Weka ARFF string.
@param dataset an array of samples in the format {input: {feature1: xxx, feature2: yyy, ...}, output: [1,2,3]}
@param relationName string for the @relation on the top of the file.
@param featureLookupTable maps features to indices
@return an ARFF string.
convert a single dataset to Weka ARFF string .