diff --git a/test/test-dti3.js b/test/test-dti3.js new file mode 100644 index 0000000..ed69823 --- /dev/null +++ b/test/test-dti3.js @@ -0,0 +1,234 @@ +var x = [ [ 0.035340802002123084, + -0.1252970607404862, + 0.06180648454070692, + -0.21490786213276358, + 0.040691582999176745, + -0.10053882937507996, + 0.01881631991446575, + -0.10166646356102582, + 0.02373232014661042, + -0.17022162374301608, + 0.02065919904796587, + -0.08302714297379143, + 0.021787537462241602, + -0.08674200761648976, + 0.01604919028046936, + -0.1448525275217234, + 0.013908078406561941, + -0.07733559077981322, + 0.026877553946388133, + -0.07881280498822996, + 0.030072592467197623, + -0.12731074004623988, + 0.024740228950509646, + -0.08506190635097077 ], + [ 0.02711003901284048, + -0.14866647780215114, + 0.10076418521335562, + -0.34940948806328276, + 0.08551608082144924, + -0.16943527125548918, + 0.0629181664806513, + -0.13550997134205645, + 0.06614517842519163, + -0.24797943480522466, + 0.047436650607426856, + 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-0.10684057671680591, + 0.031843316056367144, + -0.1042480475472578, + 0.023906645481515554, + -0.16518895938627765, + 0.019894061766660975, + -0.08022605155571227, + 0.023065788234966078, + -0.08311705151769821, + 0.021350833307804074, + -0.14467867187681627, + 0.01900503391457775, + -0.08142071335740475, + 0.030649785921651684, + -0.0781763615564639, + 0.03845780869266058, + -0.1431005238909755, + 0.032275909666841684, + -0.087693742175869 ], + [ 0.02762506192474401, + -0.10038477680629754, + 0.04949636123429357, + -0.17226634156086096, + 0.04240713803264917, + -0.09822645522794993, + 0.007415832611840756, + -0.08301229297643253, + 0.017631868346450474, + -0.16957001722906995, + 0.018791761641778315, + -0.08561173961202329, + 0.02226080885004933, + -0.08986325445662846, + 0.019372719568057306, + -0.15804088004793115, + 0.018742944622548663, + -0.08387897840235059, + 0.03788708197687729, + -0.09106474042740942, + 0.044753047973491, + -0.16392487159848024, + 0.035332927398760816, + -0.08972859845988346 ], + [ 0.03889119067648927, + -0.09088296203281754, + 0.06699375590071366, + -0.19719237041743387, + 0.03417728149393362, + -0.16368483797938538, + 0.017279574949016663, + -0.07913157900929235, + 0.022694645015475245, + -0.17061806521253686, + 0.012376148994581726, + -0.09955603641779831, + 0.018979037214893246, + -0.08242509600508452, + 0.018598797299372194, + -0.15646387041701537, + 0.02302411597855958, + -0.08891244631974082, + 0.03371306147670339, + -0.09025760392952886, + 0.04318070515218242, + -0.16822837110003697, + 0.032375791501122464, + -0.08967092080141903 ], + [ 0.023838872917864684, + -0.16236750698300995, + 0.06569060246989977, + -0.20266175603494307, + 0.04224055615299349, + -0.09611289793057232, + 0.026271260586829825, + -0.09828504704868024, + 0.029587830215235478, + -0.1725568815896512, + 0.023877755962926628, + -0.08258128828224987, + 0.02874417613246827, + -0.08998363618727012, + 0.025433601721349675, + -0.16096150125562048, + 0.025264775716062893, + -0.08398780366643166, + 0.04646677657796694, + -0.10179753383080659, + 0.0552597904081793, + -0.18676871161351016, + 0.04521767381099906, + -0.10137340201832146 ], + [ 0.03653165523290891, + -0.13212336868967967, + 0.07525730676232456, + -0.22219820696416281, + 0.0388943276634528, + -0.10778545524276062, + 0.019521758344184015, + -0.09935853216175605, + 0.02478343481603673, + -0.20313813597947128, + 0.01227159778232867, + -0.09477475800159763, + 0.025344360047837355, + -0.09281396612130166, + 0.022725488717794562, + -0.1710539235859807, + 0.02235898591907759, + -0.08917199559941658, + 0.03566830968365764, + -0.08827566909977147, + 0.0424768693177775, + -0.1682512798212059, + 0.03173609922043674, + -0.08785433201853277 ], + [ 0.051281442010491673, + -0.11188587715096077, + 0.07877654238445153, + -0.23330858865665327, + 0.029250014822546078, + -0.1288165636259162, + 0.025678310240811797, + -0.08798779278242463, + 0.03254740648181276, + -0.18497825089303355, + 0.03898210711233663, + -0.11337411471454484, + 0.024302691091186546, + -0.08853540093058765, + 0.024651778519611867, + -0.1686412774053423, + 0.024705645621663663, + -0.08777332318365971, + 0.04521558714296958, + -0.10355354394295002, + 0.054630616534497634, + -0.189288369474502, + 0.044377847849043306, + -0.10132508103457294 ] ] +var y = [ 'NoneL1', + 'NoneL2', + 'NoneL3', + 'NoneL1', + 'NoneL2', + 'NoneL3', + 'NoneL1', + 'NoneL2', + 'NoneL3' ] + +var model = ml.learn({ + algorithm:ml.ML.DTI, + x:x, + y:y, + eps:0.001 +}); +print(toJSON(model).length+' Bytes') +print(ml.print(model))