Word clout (b962ff5c) · Commits · Chris / SpamHunter

ml.py

+1 −1

Original line number	Diff line number	Diff line
		@@ -308,7 +308,7 @@ def partialFitNewData(message, label):

		def topFive():
		features = load('features.joblib')
		return features[:5]
		return features[:25]


		def switchCurrentAlgorithm():

+2 −0

Original line number	Diff line number	Diff line
		@@ -127,6 +127,8 @@

		<!-- Visualization import -->
		<script src="https://code.highcharts.com/highcharts.js"></script>
		<script src="http://code.highcharts.com/modules/wordcloud.js"></script>


		<script
		src="https://code.jquery.com/jquery-3.4.1.min.js"

+45 −43

Original line number	Diff line number	Diff line
		@@ -271,50 +271,52 @@ function getConfusionMatrices() {

		function loadWordGraph(topWords){

		// var data = [{
		// name: topWords.words[0],
		// weight: 5
		// }, {
		// name: topWords.words[1],
		// weight: 4
		// }, {
		// name: topWords.words[2],
		// weight: 3
		// }, {
		// name: topWords.words[3],
		// weight: 2
		// }, {
		// name: topWords.words[4],
		// weight: 1
		// }]

		var data = []

		var i = 0
		var j = 100
		for (i; i < 25; i++){
		data[i] = {
		name: topWords.words[i],
		weight: j
		}
		j = j - 2
		}

		console.log(data)

		Highcharts.chart('top_words', {
		chart: {
		plotBackgroundColor: null,
		plotBorderWidth: null,
		plotShadow: false,
		type: 'pie'
		series: [{
		type: 'wordcloud',
		data: data,
		name: 'Weight',
		rotation: {
		from: 0,
		to: 0
		},
		spiral: 'rectangular',
		placementStrategy: 'center'
		}],
		title: {
		text: 'Top Words'
		},
		tooltip: {
		pointFormat: '{series.name}: <b>{point.percentage:.1f}%</b>'
		},
		plotOptions: {
		pie: {
		allowPointSelect: true,
		cursor: 'pointer',
		dataLabels: {
		enabled: true,
		format: '<b>{point.name}</b>: {point.percentage:.1f} %'
		}
		}
		},
		series: [{
		name: 'Chance of spam',
		colorByPoint: true,
		data: [{
		name: topWords.words[0],
		y: 60.0,
		sliced: true,
		selected: true
		}, {
		name: topWords.words[1],
		y: 20.0
		}, {
		name: topWords.words[2],
		y: 10.0
		}, {
		name: topWords.words[3],
		y: 5.0
		}, {
		name: topWords.words[4],
		y: 5.0
		}]
		}]
		});
		})

		}
		No newline at end of file