diff --git a/test/test-ice2.js b/test/test-ice2.js new file mode 100644 index 0000000..8acac6e --- /dev/null +++ b/test/test-ice2.js @@ -0,0 +1,23 @@ +var data = load('test-data-iris.json') +var datac = ml.preprocess(data,'xmy',{features:['length','width','petal_length','petal_width'], + target:'species'}); + +var x = datac.x; +var y = datac.y; + +var t0=time() +var model = ml.learn({ + algorithm:ml.ML.ICE, + x:x, + y:y, + eps:0.2 +}); +var t1=time() +var result = ml.classify(model,x).map(function (r,i) { r.y=y[i]; return r } ) +var t2=time() +print(result) +var correct=0,wrong=0; +result.forEach(function (r) { if (r.value==r.y) correct++; else wrong++ }); +print('Correct='+correct+', wrong='+wrong); +print(toJSON(model).length) +print(t1-t0,t2-t1)