diff --git a/test/test-slp2.js b/test/test-slp2.js new file mode 100644 index 0000000..83811f4 --- /dev/null +++ b/test/test-slp2.js @@ -0,0 +1,45 @@ +var x = csv.read('test-c45-3-X.csv'), + y = csv.read('test-c45-3-Y.csv'); + +x.shift(); +y.shift(); + +var classes=[ +'H1None', +'H2None', +'H3None', +'H4None', +'H5None', +'H6None', +'H7None', +'H8None', +'H9None', +'NoneNone', +]; + + +var t0=time(); +var model = ml.learn({ + algorithm : ml.ML.SLP, + x : x, + y : y, + labels:classes, + normalize:true, + // bipolar:true, + epochs : 20000, +}); +var t1=time() + +print(toJSON(model).length+' Bytes') +print((t1-t0)+'ms'); + +var targets,samples = csv.read('test-c45-3-S.csv'); +samples.shift(); +targets=ml.stats.utils.column(samples,x[0].length); +samples=ml.stats.utils.select(samples,[0,x[0].length-1]); + +for(var i=0;i