1、模式识别作业 模式识别 - 结课作业学 院：电气工程与信息工程学院 专 业：控制理论与控制工程 姓 名： 张巨莉 学 号： 102081101022 时 间： 2011年7月6 日 分类系统的设计数据简介在该分类系统的设计中，所选择的训练样本数据和测试样本数据为脉搏数据，脉搏即动脉搏动，随着心脏节律性的收缩和舒张，动脉管壁相应的出现扩张和回缩，在表浅动脉上可触到搏动。因心脏有缩有舒，动脉内压才有升有降；又因动脉管壁具有丰富的弹性纤维，动脉内压的升降，才能以脉搏波的形式从主动脉开始，沿着管壁而迅速传播到各分支动脉，直到微动脉末梢。 脉搏有迟脉、平脉、滑脉、濡脉等，在此分类其中，采用迟脉、平脉为分
2、类数据，且均为一维数据脉的若干数据：迟脉数据：-2.0676803297691899e-003 -1.7076654269482610e-002 -3.0023833310948222e-002 -4.1076015578016351e-002 -5.2991156386042571e-002 -6.9160182596574221e-002 -9.0939782795600915e-002 -1.1606933828950010e-001 -1.3832578208056337e-001 -1.4778773931379224e-001 -1.3297198710016042e-001 -8
3、.6756258146768600e-002 -1.3714737998918522e-002 6.7861096629582493e-002 1.3327558272251666e-0011.6395922948587602e-001 1.5610890515425352e-001 1.1993278740546351e-001 7.2231903123743418e-002 2.8881716870312459e-0026.8150171255046757e-004 -8.0424270862591921e-003 5.0327852419232780e-004 1.86917075775
4、75337e-002 3.6476750179504330e-002 4.5854671070793288e-002 4.4091889598321728e-002 3.3225814464790289e-002 1.6776535326851062e-002 -2.7678511364075224e-003 -2.3529559592590094e-002 -4.2436782616178122e-002 -5.5200390301329186e-002 -5.8971938623361926e-002 -5.5471812740679388e-002 -5.1732309178760483
5、e-002 -5.6965715863381040e-002 -7.6095189580086958e-002 -1.0335129833077886e-001 -1.2145983704131229e-001 -1.0984168364046190e-001 -5.8733755817863234e-002 2.0317588736081239e-002 9.7508421629474554e-002 1.4205983516072876e-001 1.4134110256168486e-001 1.0647372960528606e-001 6.1281998963227682e-002
6、2.5826399013912010e-002 7.5734316850742684e-003 3.6731940514846094e-003 8.4212894645274306e-003 1.8180931521692374e-002 3.0849869955980450e-002 4.2842832674370404e-002 4.8224960361613327e-002 4.1390539623691852e-002 2.0746400286044558e-002 -9.7419878826860186e-003 -4.1913034935605720e-002 -6.6371261
7、164910114e-002 -7.5814361737465724e-002 -6.8268836497138247e-002 -4.9043490160421456e-002 -2.9274743204277129e-002 -2.0832107248297857e-002 -3.0479429469770829e-002 -5.6386864512830509e-002 -8.7800290125965408e-002 -1.0763210751914992e-001 -9.8679444497514146e-002 -5.3327352020691617e-002 1.84907516
8、38935633e-002 9.1535925660127526e-002 1.3919314921277753e-001 1.4850299166460088e-001 1.2397561665338121e-001 7.9768520105404667e-002 3.0601431441973952e-002 -1.0950830883406351e-002 -3.3725110338333301e-002 -3.0583355877824049e-002 -4.1049968869773176e-003 3.2020674476946710e-002 5.9964381215073581
9、e-002 6.7882675768558498e-002 5.4977096206436080e-002 2.9084852164717075e-002 6.7702799974930089e-004 -2.2276857703606868e-002 -3.6785531561030059e-002 -4.4560105319532792e-002 -4.9656850324291416e-002 -5.5670234458735146e-002 -6.4325017413745980e-002 -7.5917079511937352e-002 -9.0062811213878380e-00
10、2 -1.0477423633857852e-001 -1.1410641554180767e-001 -1.0769582076417303e-001 -7.5599920223198364e-002 -1.7107348766190470e-002 5.3883080078052994e-002 1.1415876501089975e-001 1.4490939372944200e-001 1.4211979956577417e-001 1.1512244485453636e-001 7.7574236364641336e-002 4.0984520335296093e-002 1.392
11、7341416440886e-002 2.1082169169453994e-003 5.9843783606244221e-003 1.8920711895390397e-002 2.9989092500930296e-002 3.0619657117205101e-002 1.9896170072482636e-002 3.9127078037500818e-003 -1.0199647934339383e-002 -1.9835470961893129e-002 -2.6925994194477800e-002 -3.3486078903045731e-002 -3.8497393143
12、872793e-002 -3.9674677435205259e-002 -3.7663255067633669e-002 -3.7782941356252188e-002 -4.7298409253740174e-002 -6.9822139165849700e-002 -1.0000205190480298e-001 -1.2229965629060588e-001 -1.1713765857468381e-001 -7.3372379604635773e-002 8.5949270628455157e-004 7.9246079187336588e-002 1.3254661710231
13、755e-001 1.4654943696434200e-001 1.2739609089497805e-001 9.1568621450100945e-002 5.2834651021452836e-002 1.8158044851277116e-002 -8.1337477029361435e-003 -2.0809908950789588e-002 -1.5911089940218434e-002 4.4058130334081336e-003 3.0459308387598534e-002 4.9544233405237295e-002 5.3073900721990142e-002
14、4.0682282614608475e-002 1.8516977794495917e-002 -5.8563306629455768e-003 -2.7264906733456211e-002 -4.3380783540808140e-002 -5.3659029393776245e-002 -5.9146694867251687e-002 -6.2871127373327784e-002 -6.8997249450576781e-002 -8.0320314492750441e-002 -9.5357268503853510e-002 -1.0682315113358312e-001 -1
15、.0340856179380176e-001 -7.5756562688483367e-002 -2.4091444475245451e-002 3.8560416362768524e-002 9.2170815352954599e-002 1.2146039928562653e-001 1.2378252216256810e-001 1.0670700669599235e-001 7.9872221779755781e-002 5.0563026469465693e-002 2.5283437980684224e-002 1.1107982917300753e-002 1.222815553
16、2556123e-002 2.5238088528311869e-002 3.9712609996858161e-002 4.4887795257685645e-002 3.6407213031219549e-002 1.7450480548062405e-002 -5.2296937560855662e-003 -2.5755513061264279e-002 -4.0895345670150594e-002 -4.9360646996348664e-002 -5.0624955532313207e-002 -4.5103607813911477e-002 -3.58373137311908
17、26e-002 -2.9602512209797427e-002 -3.4838336555924714e-002 -5.6218384715600991e-002 -8.9273006739707672e-002 -1.1953890986489218e-001 -1.2802073709638090e-001 -1.0086748507609448e-001 -3.8468649833109901e-002 平脉数据：1.2732601540490687e+000 1.0617070273072844e+000 1.0094095167614678e+000 8.6292284622472
18、115e-001 6.6515931538574691e-001 9.5583384899566415e-001 2.2019335736995567e+000 3.5635071335843311e+000 3.7873950599358626e+000 3.2233576861934496e+000 2.8966967500473642e+000 2.9041170568437100e+000 2.6159585079955696e+000 2.0226674770089166e+000 1.9264823667631876e+000 2.4392178587755340e+000 2.7
19、658511818035185e+000 2.5962919922146273e+000 2.3287045464391993e+000 2.0971547197777989e+000 1.7456123317025407e+000 1.4411929532387768e+000 1.3039613822782785e+000 1.1447826774020282e+000 9.5388068462204190e-001 1.2051831874458303e+000 2.1843771683215976e+000 3.2052551181964692e+000 3.5874932950894
20、842e+000 3.4631264945731051e+000 3.2670556862749232e+000 3.1581021248557253e+000 3.1017719320121220e+000 2.9561673195205178e+000 2.5829500967160000e+000 2.2479931848141939e+000 2.1458755021021112e+000 2.0967494036123777e+000 2.0705247182341049e+000 2.1539891521080845e+000 2.1804585058124246e+000 2.0
21、862571251689905e+000 1.9775830870054283e+000 1.6932518749409935e+000 1.2593729213943283e+000 1.1521077857978235e+000 1.6566739423162582e+000 2.5515944794417678e+000 3.2468632198595571e+000 3.3107914416606032e+000 3.0324365665392468e+000 2.9595003915775888e+000 3.0706922376227044e+000 2.8389906279455
22、768e+000 2.3244463280116614e+000 2.2029398724224825e+000 2.4153426558723230e+000 2.4827086279968023e+000 2.3312231836837030e+000 2.1506012733583968e+000 1.9569115506926185e+000 1.5922851850815694e+000 1.3136476088017339e+000 1.4061552214812494e+000 1.5000538339356637e+000 1.1547279858299064e+000 8.8
23、674987206496914e-001 1.6624939830969623e+000 3.0636428293834044e+000 3.6362280733751877e+000 3.2614952139898072e+000 2.9132016160679628e+000 2.8883514273046500e+000 2.7924587942067740e+000 2.4049722584406763e+000 2.0783497603434213e+000 2.0664543094126735e+000 2.2173614201092344e+000 2.4585744688972
24、571e+000 2.4903745450947827e+000 2.1117406932408178e+000 1.7444535756908048e+000 1.5277139753251607e+000 1.2569171944400859e+000 1.0930560760535126e+000 9.9460139979600437e-001 7.4197243956280423e-001 1.0528399984485115e+000 2.3183051436587085e+000 3.4642980759921986e+000 3.6575765929493835e+000 3.2
25、376737692571012e+000 2.8830652166760387e+000 2.6523653569939745e+000 2.2827348192067185e+000 2.0264883443186288e+000 2.1970107549523052e+000 2.4809669391150453e+000 2.3777557234721121e+000 2.0051912183519072e+000 1.9440970230980854e+000 2.1021612638073681e+000 1.8783806404039041e+000 1.4371775064602
26、668e+000 1.2766554525583063e+000 1.2078454584654592e+000 9.9221193120062889e-001 1.1401111858094657e+000 2.0527415263016282e+000 3.2007202015930365e+000 3.7814896578869672e+000 3.6319762030495522e+000 3.1582831220735632e+000 2.9745598301400120e+000 3.1065638397400748e+000 2.8846153082286321e+000 2.4
27、501733821544347e+000 2.3730875418491046e+000 2.5883207429996280e+000 2.7249810809383779e+000 2.5641714722426161e+000 2.2182442556419839e+000 1.8009438870574610e+000 1.4096294271816547e+000 1.2285069072238399e+000 1.1787427437204212e+000 1.0700919228236312e+000 1.0299285153673199e+000 1.4533593041988
28、693e+000 2.4819079320240824e+000 3.3252909041681344e+000 3.3974606134234770e+000 3.2235586267777547e+000 3.0929867539251901e+000 2.9117879503840967e+000 2.6756089121540532e+000 2.3225121438731215e+000 2.0719096230512899e+000 2.2375466953221874e+000 2.5952986681807113e+000 2.6127631898438093e+000 2.2
29、776587755264446e+000 2.0080136560972721e+000 1.8308625814488457e+000 1.4087915258176729e+000 8.4609968178980555e-001 6.9835343790847493e-001 1.0280722854487108e+000 1.4858074472496656e+000 2.2063531328194390e+000 3.3113517852744843e+000 4.0168210748737492e+000 3.7496825682136432e+000 3.0999341024115
30、603e+000 2.8644737866964811e+000 3.1046378189036741e+000 3.1990927643044640e+000 2.6812014906057704e+000 2.0120643297978855e+000 2.0104739157655507e+000 2.4796853358947901e+000 2.6908952861565827e+000 2.5433496540812364e+000 2.1224327355888066e+000 1.5033169209878887e+000 1.1398208700115982e+000 1.1
31、344657499147832e+000 1.0747529659547055e+000 1.0846692266112905e+000 1.6992441707511716e+000 2.8113272319155338e+000 3.6084949362148588e+000 3.7085121721455110e+000 3.4680194520503198e+000 3.1169325884659251e+000 2.7251140434537104e+000 2.6678039293861247e+000 2.7352165625118938e+000 2.3701493717285
32、662e+000 1.9533402424906965e+000 1.9248281619943290e+000 2.1420612598544269e+000 2.2048719372583379e+000 1.9038118484090933e+000 1.5460740705927254e+000 1.2754886315093177e+000 1.0286610525739086e+000 9.9874665773638704e-001 1.2305483600030080e+000 1.5647745616992474e+000 2.1551933178318166e+000 3.0
33、720416578232319e+000 3.7051202399476271e+000 3.5492233917755325e+000 3.0030673132193981e+000 2.6361133170657221e+000 2.5527427577866395e+000 2.4336214179786122e+000 2.0933899708705423e+000 1.9446624984686793e+000 2.2209113514170538e+000 2.5186053168506408e+000 2.4557951308682444e+000 2.2426124117516495e+000 2.1481947500372227e+000 1.9800090629001692e+000 1.5
