模式识别作业.docx

模式识别作业.docx

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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-001-8.6756258146768600e-002-1.3714737998918522e-0026.7861096629582493e-0021.3327558272251666e-0011.6395922948587602e-0011.5610890515425352e-0011.1993278740546351e-0017.2231903123743418e-0022.8881716870312459e-0026.8150171255046757e-004-8.0424270862591921e-0035.0327852419232780e-0041.8691707577575337e-0023.6476750179504330e-0024.5854671070793288e-0024.4091889598321728e-0023.3225814464790289e-0021.6776535326851062e-002-2.7678511364075224e-003-2.3529559592590094e-002-4.2436782616178122e-002-5.5200390301329186e-002-5.8971938623361926e-002-5.5471812740679388e-002-5.1732309178760483e-002-5.6965715863381040e-002-7.6095189580086958e-002-1.0335129833077886e-001-1.2145983704131229e-001-1.0984168364046190e-001-5.8733755817863234e-0022.0317588736081239e-0029.7508421629474554e-0021.4205983516072876e-0011.4134110256168486e-0011.0647372960528606e-0016.1281998963227682e-0022.5826399013912010e-0027.5734316850742684e-0033.6731940514846094e-0038.4212894645274306e-0031.8180931521692374e-0023.0849869955980450e-0024.2842832674370404e-0024.8224960361613327e-0024.1390539623691852e-0022.0746400286044558e-002-9.7419878826860186e-003-4.1913034935605720e-002-6.6371261164910114e-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-0021.8490751638935633e-0029.1535925660127526e-0021.3919314921277753e-0011.4850299166460088e-0011.2397561665338121e-0017.9768520105404667e-0023.0601431441973952e-002-1.0950830883406351e-002-3.3725110338333301e-002-3.0583355877824049e-002-4.1049968869773176e-0033.2020674476946710e-0025.9964381215073581e-0026.7882675768558498e-0025.4977096206436080e-0022.9084852164717075e-0026.7702799974930089e-004-2.2276857703606868e-002-3.6785531561030059e-002-4.4560105319532792e-002-4.9656850324291416e-002-5.5670234458735146e-002-6.4325017413745980e-002-7.5917079511937352e-002-9.0062811213878380e-002-1.0477423633857852e-001-1.1410641554180767e-001-1.0769582076417303e-001-7.5599920223198364e-002-1.7107348766190470e-0025.3883080078052994e-0021.1415876501089975e-0011.4490939372944200e-0011.4211979956577417e-0011.1512244485453636e-0017.7574236364641336e-0024.0984520335296093e-0021.3927341416440886e-0022.1082169169453994e-0035.9843783606244221e-0031.8920711895390397e-0022.9989092500930296e-0023.0619657117205101e-0021.9896170072482636e-0023.9127078037500818e-003-1.0199647934339383e-002-1.9835470961893129e-002-2.6925994194477800e-002-3.3486078903045731e-002-3.8497393143872793e-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-0028.5949270628455157e-0047.9246079187336588e-0021.3254661710231755e-0011.4654943696434200e-0011.2739609089497805e-0019.1568621450100945e-0025.2834651021452836e-0021.8158044851277116e-002-8.1337477029361435e-003-2.0809908950789588e-002-1.5911089940218434e-0024.4058130334081336e-0033.0459308387598534e-0024.9544233405237295e-0025.3073900721990142e-0024.0682282614608475e-0021.8516977794495917e-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-001-1.0340856179380176e-001-7.5756562688483367e-002-2.4091444475245451e-0023.8560416362768524e-0029.2170815352954599e-0021.2146039928562653e-0011.2378252216256810e-0011.0670700669599235e-0017.9872221779755781e-0025.0563026469465693e-0022.5283437980684224e-0021.1107982917300753e-0021.2228155532556123e-0022.5238088528311869e-0023.9712609996858161e-0024.4887795257685645e-0023.6407213031219549e-0021.7450480548062405e-002-5.2296937560855662e-003-2.5755513061264279e-002-4.0895345670150594e-002-4.9360646996348664e-002-5.0624955532313207e-002-4.5103607813911477e-002-3.5837313731190826e-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+0001.0617070273072844e+0001.0094095167614678e+0008.6292284622472115e-0016.6515931538574691e-0019.5583384899566415e-0012.2019335736995567e+0003.5635071335843311e+0003.7873950599358626e+0003.2233576861934496e+0002.8966967500473642e+0002.9041170568437100e+0002.6159585079955696e+0002.0226674770089166e+0001.9264823667631876e+0002.4392178587755340e+0002.7658511818035185e+0002.5962919922146273e+0002.3287045464391993e+0002.0971547197777989e+0001.7456123317025407e+0001.4411929532387768e+0001.3039613822782785e+0001.1447826774020282e+0009.5388068462204190e-0011.2051831874458303e+0002.1843771683215976e+0003.2052551181964692e+0003.5874932950894842e+0003.4631264945731051e+0003.2670556862749232e+0003.1581021248557253e+0003.1017719320121220e+0002.9561673195205178e+0002.5829500967160000e+0002.2479931848141939e+0002.1458755021021112e+0002.0967494036123777e+0002.0705247182341049e+0002.1539891521080845e+0002.1804585058124246e+0002.0862571251689905e+0001.9775830870054283e+0001.6932518749409935e+0001.2593729213943283e+0001.1521077857978235e+0001.6566739423162582e+0002.5515944794417678e+0003.2468632198595571e+0003.3107914416606032e+0003.0324365665392468e+0002.9595003915775888e+0003.0706922376227044e+0002.8389906279455768e+0002.3244463280116614e+0002.2029398724224825e+0002.4153426558723230e+0002.4827086279968023e+0002.3312231836837030e+0002.1506012733583968e+0001.9569115506926185e+0001.5922851850815694e+0001.3136476088017339e+0001.4061552214812494e+0001.5000538339356637e+0001.1547279858299064e+0008.8674987206496914e-0011.6624939830969623e+0003.0636428293834044e+0003.6362280733751877e+0003.2614952139898072e+0002.9132016160679628e+0002.8883514273046500e+0002.7924587942067740e+0002.4049722584406763e+0002.0783497603434213e+0002.0664543094126735e+0002.2173614201092344e+0002.4585744688972571e+0002.4903745450947827e+0002.1117406932408178e+0001.7444535756908048e+0001.5277139753251607e+0001.2569171944400859e+0001.0930560760535126e+0009.9460139979600437e-0017.4197243956280423e-0011.0528399984485115e+0002.3183051436587085e+0003.4642980759921986e+0003.6575765929493835e+0003.2376737692571012e+0002.8830652166760387e+0002.6523653569939745e+0002.2827348192067185e+0002.0264883443186288e+0002.1970107549523052e+0002.4809669391150453e+0002.3777557234721121e+0002.0051912183519072e+0001.9440970230980854e+0002.1021612638073681e+0001.8783806404039041e+0001.4371775064602668e+0001.2766554525583063e+0001.2078454584654592e+0009.9221193120062889e-0011.1401111858094657e+0002.0527415263016282e+0003.2007202015930365e+0003.7814896578869672e+0003.6319762030495522e+0003.1582831220735632e+0002.9745598301400120e+0003.1065638397400748e+0002.8846153082286321e+0002.4501733821544347e+0002.3730875418491046e+0002.5883207429996280e+0002.7249810809383779e+0002.5641714722426161e+0002.2182442556419839e+0001.8009438870574610e+0001.4096294271816547e+0001.2285069072238399e+0001.1787427437204212e+0001.0700919228236312e+0001.0299285153673199e+0001.4533593041988693e+0002.4819079320240824e+0003.3252909041681344e+0003.3974606134234770e+0003.2235586267777547e+0003.0929867539251901e+0002.9117879503840967e+0002.6756089121540532e+0002.3225121438731215e+0002.0719096230512899e+0002.2375466953221874e+0002.5952986681807113e+0002.6127631898438093e+0002.2776587755264446e+0002.0080136560972721e+0001.8308625814488457e+0001.4087915258176729e+0008.4609968178980555e-0016.9835343790847493e-0011.0280722854487108e+0001.4858074472496656e+0002.2063531328194390e+0003.3113517852744843e+0004.0168210748737492e+0003.7496825682136432e+0003.0999341024115603e+0002.8644737866964811e+0003.1046378189036741e+0003.1990927643044640e+0002.6812014906057704e+0002.0120643297978855e+0002.0104739157655507e+0002.4796853358947901e+0002.6908952861565827e+0002.5433496540812364e+0002.1224327355888066e+0001.5033169209878887e+0001.1398208700115982e+0001.1344657499147832e+0001.0747529659547055e+0001.0846692266112905e+0001.6992441707511716e+0002.8113272319155338e+0003.6084949362148588e+0003.7085121721455110e+0003.4680194520503198e+0003.1169325884659251e+0002.7251140434537104e+0002.6678039293861247e+0002.7352165625118938e+0002.3701493717285662e+0001.9533402424906965e+0001.9248281619943290e+0002.1420612598544269e+0002.2048719372583379e+0001.9038118484090933e+0001.5460740705927254e+0001.2754886315093177e+0001.0286610525739086e+0009.9874665773638704e-0011.2305483600030080e+0001.5647745616992474e+0002.1551933178318166e+0003.0720416578232319e+0003.7051202399476271e+0003.5492233917755325e+0003.0030673132193981e+0002.6361133170657221e+0002.5527427577866395e+0002.4336214179786122e+0002.0933899708705423e+0001.9446624984686793e+0002.2209113514170538e+0002.5186053168506408e+0002.4557951308682444e+0002.2426124117516495e+0002.1481947500372227e+0001.9800090629001692e+0001.5