var dataset = [ {a: 1, b:2, y: 2}, {a: 3, b:1, y: 4}, {a: 5, b:2, y: 6}, {a: 7, b:1, y: 8}, {a: 9, b:2, y: 0}, ]; var model = ml.learn({ algorithm:ml.ML.KNN, data:dataset, features : ["a","b"], target : 'y' }); var nearest = ml.classify(model,[{ a: 3, b:1}, { a:6, b:1}]); print(nearest); dataset = [ {a: 1, b:2, y: 'yellow'}, {a: 3, b:1, y: 'green'}, {a: 5, b:2, y: 'yellow'}, {a: 7, b:1, y: 'red'}, {a: 9, b:2, y: 'blue'}, ]; model = ml.learn({ algorithm:ml.ML.KNN, data:dataset, features : ["a","b"], target : 'y' }); nearest = ml.classify(model,[{ a: 7, b:1}, { a:4, b:1}]); print(nearest); var x = [[0, 0, 0], [0, 1, 1], [1, 1, 0], [2, 2, 2], [1, 2, 2], [2, 1, 2]]; var y = [0, 0.2, 0.4, 1, 1.2, 1.4]; model = ml.learn({ algorithm:ml.ML.KNN, x:x, y:y, }); var test_data =[[0, 1, 0], [2, 2, 3]]; print(ml.classify(model,test_data)) print(model)