{\rtf1\ansi\ansicpg1252\deff0{\fonttbl{\f0\froman\fcharset0 Times New Roman;}{\f1\froman\fcharset0 Arial;}}{\colortbl\red0\green0\blue0;\red255\green255\blue255;\red0\green0\blue255;}{\stylesheet {\style\s0 \ql\fi0\li0\ri0\f1\fs24\cf0 Normal;}{\style\s3 \ql\fi0\li0\ri0\f1\fs26\b\cf0 heading 3;}{\style\s2 \ql\fi0\li0\ri0\f1\fs28\b\i\cf0 heading 2;}{\style\s1 \ql\fi0\li0\ri0\f1\fs32\b\cf0 heading 1;}}{\*\listtable}{\*\listoverridetable}{\*\generator iText 2.1.5 (by lowagie.com)}{\info}\paperw11907\paperh16840\margl720\margr720\margt720\margb720{\footer \pard\plain\s0\qc\fi0\li0\ri0\sl320\plain\f0\fs18 \u31532?\f0{\field{\*\fldinst PAGE}{\fldrslt  }}\f0\fs18 \u-26507?\par}{\header \pard\plain\s0\qr\fi0\li0\ri0\sl320\plain\f0\fs18 \u21517?\u24072?\u-29774?\u25480?\u183?\u20248?\u-29400?\u-29698?\u31243?\u8212?\u8212?\u21517?\u-29698?\u22530?\par}\pgwsxn11907\pghsxn16840\marglsxn720\margrsxn720\margtsxn720\margbsxn720\pard\plain\s0\qc\fi0\li0\ri0\sa140\plain\f0\fs36\b Python\u26426?\u22120?\u23398?\u20064?\u31639?\u27861?\u23454?\u25112?\b0\par\pard\plain\s0\fi0\li0\ri0\sa140\plain\f0\fs22 \u12304?\u-29698?\u31243?\u32534?\u21495?\u12305?\u-230?\f0\fs22\b NX20914\b0\par\pard\plain\s0\fi0\li0\ri0\sa140\plain\f0\fs22 \u12304?\u-29698?\u31243?\u21517?\u31216?\u12305?\u-230?\f0{\field{\*\fldinst HYPERLINK //www.apparel77.com/nxk/20914.html}{\fldrslt \pard\plain\f0\fs22\ul\cf2 Python\u26426?\u22120?\u23398?\u20064?\u31639?\u27861?\u23454?\u25112?\ul0 }}\par\pard\plain\s0\fi0\li0\ri0\sa140\plain\f0\fs22 \u12304?\u25152?\u23646?\u31867?\u21035?\u12305?\u-230?\u30740?\u21457?\u31649?\u29702?\u22521?\u-29779?\par\pard\plain\s0\fi0\li0\ri0\sl300\plain\f0\fs22 \u12304?\u-29698?\u31243?\u20851?\u-27346?\u23383?\u12305?\u-230?Python\u22521?\u-29779?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u25105?\u-30335?\u21672?\u-29726?\b0\par\pard\plain\s0\fi400\li0\ri0\sa60\plain\f0\fs22 \u21672?\u-29726?\u30005?\u-29731?\u-230?027-5111 9925 , 027-5111 9926\par\pard\plain\s0\fi400\li0\ri0\sa60\plain\f0\fs22 \u20540?\u29677?\u25163?\u26426?\u-230?18971071887    \u-28498?\u31665?\u-230?Service@mingketang.com\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u12304?\u-29698?\u31243?\u30446?\u26631?\u12305?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26412?\u-29698?\u31243?\u20026?\u-25896?\u32423?\u-29698?\u31243?\u-244?\u19987?\u27880?\u20110?\u26426?\u22120?\u23398?\u20064?\u31639?\u27861?\u-244?\u21407?\u29702?\u-244?\u20197?\u21450?\u31639?\u27861?\u23454?\u29616?\u21450?\u20248?\u21270?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28646?\u-28729?\u26412?\u-29698?\u31243?\u30340?\u23398?\u20064?\u-244?\u-28738?\u21040?\u22914?\u19979?\u30446?\u30340?\u-230?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u29087?\u24713?\u24120?\u-30271?\u30340?\u26426?\u22120?\u23398?\u20064?\u30340?\u31639?\u27861?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u25484?\u25569?\u26426?\u22120?\u23398?\u20064?\u30340?\u31639?\u27861?\u21407?\u29702?\u-244?\u20197?\u21450?\u25968?\u25454?\u25512?\u23548?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u23398?\u20250?\u20351?\u29992?Python\u26469?\u23454?\u29616?\u26426?\u22120?\u23398?\u20064?\u31639?\u27861?\u-244?\u20197?\u21450?\u20248?\u21270?\u31639?\u27861?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u25484?\u25569?scikit-learn\u25193?\u23637?\u24211?\u26469?\u23454?\u29616?\u26426?\u22120?\u23398?\u20064?\u31639?\u27861?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u12304?\u25480?\u-29698?\u23545?\u-29599?\u12305?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 IT\u31995?\u32479?\u-28440?\u12289?\u22823?\u25968?\u25454?\u31995?\u32479?\u24320?\u21457?\u-28440?\u12289?\u22823?\u25968?\u25454?\u24314?\u27169?\u31561?IT\u25216?\u26415?\u20154?\u21592?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u12304?\u23398?\u21592?\u-30335?\u27714?\u12305?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29698?\u31243?\u20026?\u23454?\u25112?\u-29698?\u31243?\u-244?\u-30335?\u27714?\u-230?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u27599?\u20010?\u23398?\u21592?\u-32278?\u22791?\u19968?\u21488?\u20415?\u25658?\u26426?(\u24517?\u-26501?)\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u-30335?\u27714?\u26377?Python\u24320?\u21457?\u22522?\u30784?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u-30335?\u27714?\u26377?\u22522?\u26412?\u30340?\u25968?\u25454?\u20998?\u26512?\u21644?\u25968?\u25454?\u25366?\u25496?\u30340?\u30693?\u-29754?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u27880?\u-230?\u-29774?\u24072?\u29616?\u22330?\u25552?\u20379?\u24320?\u28304?\u30340?\u23433?\u-30523?\u31243?\u24207?\u12289?\u25193?\u23637?\u24211?\u-244?\u20197?\u21450?\u29616?\u22330?\u20998?\u26512?\u30340?\u25968?\u25454?\u28304?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u12304?\u25480?\u-29698?\u26041?\u24335?\u12305?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26426?\u22120?\u23398?\u20064?\u20219?\u21153? + \u31639?\u27861?\u21407?\u29702? + \u25968?\u23398?\u25512?\u23548? + Python\u23454?\u29616?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20174?\u20219?\u21153?\u20986?\u21457?\u-244?\u20102?\u-30237?\u31639?\u27861?\u21407?\u29702?\u-244?\u20197?\u21450?\u25968?\u23398?\u25512?\u23548?\u-28729?\u31243?\u-244?\u20840?\u-28729?\u31243?\u28436?\u32451?\u25805?\u20316?\u-244?\u-29783?\u23398?\u21592?\u22312?\u20998?\u26512?\u12289?\u20998?\u20139?\u12289?\u-29774?\u25480?\u12289?\u24635?\u32467?\u12289?\u-32278?\u25105?\u23454?\u-29195?\u-28729?\u31243?\u20013?\u-31817?\u24471?\u-32515?\u21147?\u25552?\u21319?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u12304?\u-29698?\u31243?\u22823?\u32434?\u12305?\b0\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u19968?\u-28440?\u20998?\u-230?\u26426?\u22120?\u23398?\u20064?\u22522?\u30784?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u26426?\u22120?\u23398?\u20064?\u31616?\u20171?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u26426?\u22120?\u23398?\u20064?\u30340?\u31181?\u31867?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u30417?\u30563?\u23398?\u20064?/\u26080?\u30417?\u30563?\u23398?\u20064?/\u21322?\u30417?\u30563?\u23398?\u20064?/\u24378?\u21270?\u23398?\u20064?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25209?\u-28209?\u23398?\u20064?\u21644?\u22312?\u32447?\u23398?\u20064?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22522?\u20110?\u23454?\u20363?\u19982?\u22522?\u20110?\u27169?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u26426?\u22120?\u23398?\u20064?\u30340?\u20027?\u-30335?\u25112?\u25361?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25968?\u25454?\u-28209?\u19981?\u-29261?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25968?\u25454?\u-29400?\u-28209?\u24046?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26080?\u20851?\u29305?\u24449?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28729?\u25311?\u21512?/\u25311?\u21512?\u19981?\u-29261?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u26426?\u22120?\u23398?\u20064?\u20219?\u21153?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u30417?\u30563?\u-230?\u20998?\u31867?\u12289?\u22238?\u24402?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26080?\u30417?\u30563?\u-230?\u-32678?\u31867?\u12289?\u-27059?\u32500?\u12289?\u20851?\u-32684?\u-30268?\u21017?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u12289?\u26426?\u22120?\u23398?\u20064?\u22522?\u26412?\u-28729?\u31243?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6\u12289?\u27169?\u22411?\u-29756?\u20272?\u25351?\u26631?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22238?\u24402?\u-230?R^2, MAE/MSE/RMSE/MAPE\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20998?\u31867?\u-230?Acc,Recall,Precision,F1\u-244?ROC\u26354?\u32447?,AUC\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 7\u12289?\u27169?\u22411?\u-29756?\u20272?\u26041?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29779?\u32451?\u-26938?/\u-25972?\u-29759?\u-26938?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20132?\u21449?\u-25972?\u-29759?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 8\u12289?\u-28729?\u25311?\u21512?\u-29756?\u20272?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28729?\u25311?\u21512?\u26816?\u-25972?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28729?\u25311?\u21512?\u-30237?\u20915?\u26041?\u27861?\u-230?\u27491?\u21017?\u21270?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u27491?\u21017?\u21270?\u-230?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 L1\u27491?\u21017?\u-26503?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 L2\u27491?\u21017?\u-26503?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 9\u12289?\u27169?\u22411?\u21442?\u25968?\u20248?\u21270?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20132?\u21449?\u-25972?\u-29759?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u32593?\u26684?\u25628?\u32034?GridSearchCV\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26993?\u26426?\u25628?\u32034?RandomizeSearchCV\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 10\u12289?\u26426?\u22120?\u23398?\u20064?\u24120?\u29992?\u24211?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20108?\u-28440?\u20998?\u-230?\u22238?\u24402?\u20219?\u21153?\u31639?\u27861?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u32447?\u24615?\u22238?\u24402?\u27169?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19968?\u20803?\u32447?\u24615?\u22238?\u24402?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22810?\u20803?\u32447?\u24615?\u22238?\u24402?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u32447?\u24615?\u22238?\u24402?\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25439?\u22833?\u20989?\u25968?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26222?\u-28646?\u26368?\u23567?\u20108?\u20056?\u27861?OLS\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u27424?\u25311?\u21512?\u-30237?\u20915?\u26041?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22810?\u-26503?\u24335?\u22238?\u24402?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u-28729?\u25311?\u21512?\u30340?\u20248?\u21270?\u31639?\u27861?\u-230?\u27491?\u21017?\u21270?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23725?\u22238?\u24402?\u-248?Ridge\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22871?\u32034?\u22238?\u24402?Lasso\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 ElasticNet\u22238?\u24402?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21508?\u31181?\u31639?\u27861?\u30340?\u-28670?\u29992?\u22330?\u26223?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u12289?\u-29307?\u21442?\u20248?\u21270?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6\u12289?\u22823?\u-30268?\u27169?\u25968?\u25454?\u-26938?\u22238?\u24402?\u-230?\u-28691?\u20195?\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26993?\u26426?\u26799?\u24230?\u19979?\u-27059?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25209?\u-28209?\u26799?\u24230?\u19979?\u-27059?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23567?\u25209?\u-28209?\u26799?\u24230?\u19979?\u-27059?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 7\u12289?\u26799?\u24230?\u31639?\u27861?\u30340?\u20851?\u-27346?\u-27154?\u-26472?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u19977?\u-28440?\u20998?\u-230?\u-28613?\u-28783?\u22238?\u24402?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u-28613?\u-28783?\u22238?\u24402?\u27169?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u-28613?\u-28783?\u22238?\u24402?\u30340?\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21407?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25968?\u23398?\u25512?\u23548?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u27491?\u21017?\u-26503?\u22788?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u20854?\u23427?\u20248?\u21270?\u-230?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28691?\u20195?\u26679?\u26412?\u30340?\u-26993?\u26426?\u-28663?\u25321?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21464?\u21270?\u30340?\u23398?\u20064?\u29575?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u12289?\u27714?\u-30237?\u31639?\u27861?\u19982?\u24809?\u32602?\u-26503?\u30340?\u20851?\u31995?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6\u12289?\u22810?\u20998?\u31867?\u22788?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 ovo\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 ovr\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u22235?\u-28440?\u20998?\u-230?\u32447?\u24615?\u21028?\u21035?\u20998?\u26512?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u21028?\u21035?\u20998?\u26512?\u31616?\u20171?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22522?\u26412?\u24605?\u24819?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u21028?\u21035?\u20998?\u26512?\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25968?\u23398?\u25512?\u23548?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31867?\u-27148?/\u31867?\u20869?\u25955?\u24230?\u30697?\u-27083?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u22810?\u20998?\u31867?\u22788?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28691?\u20195?\u26679?\u26412?\u30340?\u-26993?\u26426?\u-28663?\u25321?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21464?\u21270?\u30340?\u23398?\u20064?\u29575?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u27714?\u-30237?\u31639?\u27861?\u19982?\u24809?\u32602?\u-26503?\u30340?\u20851?\u31995?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20116?\u-28440?\u20998?\u-230?\u25903?\u25345?\u21521?\u-28209?\u26426?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u25903?\u25345?\u21521?\u-28209?\u26426?\u31616?\u20171?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u29992?\u-230?\u22238?\u24402?\u12289?\u20998?\u31867?\u12289?\u24322?\u24120?\u26816?\u27979?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28670?\u29992?\u22330?\u26223?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u32447?\u24615?SVM\u20998?\u31867?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22522?\u26412?\u21407?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25903?\u25345?\u21521?\u-28209?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 SMO\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u-26786?\u32447?\u24615?SVM\u20998?\u31867?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u24120?\u29992?\u26680?\u20989?\u25968?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u32447?\u24615?\u26680?\u20989?\u25968?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22810?\u-26503?\u24335?\u26680?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-25896?\u26031?RBF\u26680?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26680?\u20989?\u25968?\u30340?\u-28663?\u25321?\u21407?\u21017?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u12289?\u32447?\u24615?\u19981?\u21487?\u20998?\u22788?\u29702?\u-230?\u26494?\u24347?\u31995?\u25968?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20845?\u-28440?\u20998?\u-230?\u20915?\u31574?\u26641?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u20915?\u31574?\u26641?\u27169?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u26500?\u24314?\u20915?\u31574?\u26641?\u30340?\u19977?\u20010?\u20851?\u-27346?\u-27154?\u-26472?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u20915?\u31574?\u26641?\u30340?\u-29779?\u32451?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u20915?\u31574?\u26641?\u30340?\u21487?\u-30266?\u21270?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u12289?\u20915?\u31574?\u26641?\u24120?\u29992?\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 ID5\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 CART\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6\u12289?\u27491?\u21017?\u21270?\u21442?\u25968?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 7\u12289?\u20915?\u31574?\u26641?\u-26492?\u27979?\u30340?\u22522?\u26412?\u27493?\u-25948?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u19971?\u-28440?\u20998?\u-230?\u31070?\u32463?\u32593?\u32476?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u31070?\u32463?\u32593?\u32476?\u27169?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24037?\u20316?\u21407?\u29702?\u-230?\u21152?\u27861?\u22120?\u12289?\u28608?\u27963?\u20989?\u25968?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28670?\u29992?\u22330?\u26223?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u31070?\u32463?\u32593?\u32476?\u30340?\u24314?\u31435?\u27493?\u-25948?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?BP\u31639?\u27861?\u23454?\u29616?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u22810?\u23618?\u24863?\u30693?\u22120?MLP\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26992?\u-31281?\u23618?\u30340?\u25968?\u-28209?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31070?\u32463?\u20803?\u30340?\u20010?\u25968?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20843?\u-28440?\u20998?\u-230?\u26420?\u32032?\u-29411?\u21494?\u26031?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u-29411?\u21494?\u26031?\u31616?\u20171?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26465?\u20214?\u27010?\u29575?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24120?\u-30271?\u-29411?\u21494?\u26031?\u32593?\u32476?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u26420?\u32032?\u-29411?\u21494?\u26031?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31639?\u27861?\u23454?\u29616?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28706?\u32493?\u21464?\u-28209?\u22788?\u29702?\u-230?\u-25896?\u26031?\u20998?\u24067?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u25289?\u26222?\u25289?\u26031?\u20462?\u27491?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20061?\u-28440?\u20998?\u-230?\u-26938?\u25104?\u31639?\u27861?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u20998?\u31867?\u27169?\u22411?\u20248?\u21270?\u24605?\u24819?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u20248?\u21270?\u26694?\u26550?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 Bagging\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 Boosting\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?Bagging\u-26938?\u25104?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21407?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26993?\u26426?\u26862?\u26519?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?Boosting\u-26938?\u25104?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21407?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 AdaBoost\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u21313?\u-28440?\u20998?\u-230?\u26080?\u30417?\u30563?\u31639?\u27861?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u32467?\u26463?\u-230?\u-29698?\u31243?\u24635?\u32467?\u19982?\u-27154?\u-26472?\u31572?\u30097?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u20613?\u-32767?\u24072?\u20171?\u32461?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21326?\u20026?\u31995?\u22823?\u25968?\u25454?\u19987?\u23478?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29791?\u31639?\u26426?\u-28817?\u20214?\u19982?\u29702?\u-29766?\u30805?\u22763?\u30740?\u31350?\u29983?\u-248?\u30740?\u31350?\u26041?\u21521?\u-230?\u25968?\u25454?\u25366?\u25496?\u12289?\u25628?\u32034?\u24341?\u25806?\u-247?\u12290?\u22312?\u21326?\u20026?\u24037?\u20316?\u21313?\u24180?\u-244?\u20116?\u-26503?\u22269?\u23478?\u19987?\u21033?\u-244?\u22312?\u21326?\u20026?\u24037?\u20316?\u26399?\u-27148?\u-31817?\u24471?\u21326?\u20026?\u25968?\u-26503?\u22870?\u-26503?\u-244?\u26366?\u22312?\u-32015?\u22269?\u12289?\u26085?\u26412?\u12289?\u-31881?\u20848?\u21644?\u27604?\u21033?\u26102?\u31561?\u28023?\u22806?\u24066?\u22330?\u20570?\u-26503?\u30446?\u-244?\u23545?\u22823?\u25968?\u25454?\u26377?\u28145?\u20837?\u30340?\u30740?\u31350?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20613?\u-32767?\u24072?\u19987?\u27880?\u20110?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u12289?\u26426?\u22120?\u23398?\u20064?\u31561?\u24212?\u29992?\u25216?\u26415?\u-244?\u20197?\u21450?\u22823?\u25968?\u25454?\u31995?\u32479?\u-28440?\u32626?\u-30237?\u20915?\u26041?\u26696?\u12290?\u26088?\u22312?\u23558?\u22823?\u25968?\u25454?\u30340?\u25968?\u25454?\u20998?\u26512?\u12289?\u25968?\u25454?\u25366?\u25496?\u12289?\u25968?\u25454?\u24314?\u27169?\u24212?\u29992?\u20110?\u-30644?\u19994?\u21450?\u21830?\u19994?\u-26490?\u22495?\u-244?\u-30237?\u20915?\u-30644?\u19994?\u23454?\u-27067?\u30340?\u-27154?\u-26472?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u-29783?\u20915?\u31574?\u26356?\u31185?\u23398?\u-230?\u23558?\u22823?\u25968?\u25454?\u24212?\u29992?\u20110?\u-28720?\u-31707?\u20915?\u31574?\u-244?\u29992?\u22823?\u25968?\u25454?\u25506?\u32034?\u-26490?\u22495?\u21457?\u23637?\u-30268?\u24459?\u21644?\u-30644?\u19994?\u21457?\u23637?\u-29301?\u21183?\u-244?\u26377?\u25928?\u20998?\u26512?\u29992?\u25143?\u-26880?\u27714?\u-244?\u24182?\u-26492?\u27979?\u29992?\u25143?\u-30644?\u20026?\u-244?\u26368?\u32456?\u23454?\u29616?\u24066?\u22330?\u21464?\u21270?\u-26492?\u27979?\u-244?\u25552?\u21319?\u20225?\u19994?\u31185?\u23398?\u20915?\u31574?\u-32515?\u21147?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u-29783?\u31649?\u29702?\u26356?\u-25896?\u25928?\u-230?\u23558?\u22823?\u25968?\u25454?\u24212?\u29992?\u20110?\u20225?\u19994?\u31649?\u29702?\u-244?\u29992?\u22823?\u25968?\u25454?\u21576?\u29616?\u20225?\u19994?\u25972?\u20307?\u-28720?\u-31707?\u24773?\u20917?\u-244?\u-29750?\u26029?\u20225?\u19994?\u31649?\u29702?\u-27154?\u-26472?\u21644?\u-26418?\u-27031?\u-244?\u20840?\u-26782?\u29702?\u-30237?\u32452?\u32455?\u12289?\u20135?\u21697?\u12289?\u20154?\u21592?\u12289?\u-31707?\u-27392?\u12289?\u-29406?\u21153?\u31561?\u-30335?\u32032?\u-27148?\u30340?\u30456?\u20851?\u24615?\u-244?\u23454?\u29616?\u20225?\u19994?\u-29372?\u28304?\u30340?\u26368?\u20248?\u21270?\u-28339?\u32622?\u-244?\u25552?\u21319?\u20225?\u19994?\u31649?\u29702?\u25928?\u29575?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u-29783?\u-31707?\u-27392?\u26356?\u31934?\u20934?\u-230?\u23558?\u22823?\u25968?\u25454?\u24212?\u29992?\u20110?\u24066?\u22330?\u-31707?\u-27392?\u-244?\u-30237?\u20915?\u-31707?\u-27392?\u20013?\u30340?\u29992?\u25143?\u32676?\u32454?\u20998?\u21644?\u21697?\u29260?\u23450?\u20301?\u-244?\u23458?\u25143?\u20215?\u20540?\u-29756?\u20272?\u-244?\u20135?\u21697?\u-29762?\u-29791?\u20248?\u21270?\u-244?\u20135?\u21697?\u26368?\u20248?\u23450?\u20215?\u31561?\u23454?\u-27067?\u-27154?\u-26472?\u-244?\u23454?\u29616?\u31934?\u20934?\u-31707?\u-27392?\u21644?\u31934?\u20934?\u25512?\u-31920?\u-244?\u20197?\u26368?\u23567?\u30340?\u-31707?\u-27392?\u25104?\u26412?\u23454?\u29616?\u26368?\u22823?\u21270?\u30340?\u-31707?\u-27392?\u25928?\u26524?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20613?\u-32767?\u24072?\u30446?\u21069?\u-32268?\u21147?\u20110?\u23558?\u22823?\u25968?\u25454?\u25216?\u26415?\u24212?\u29992?\u20110?\u-28646?\u20449?\u12289?\u-28207?\u-30835?\u12289?\u-32214?\u31354?\u12289?\u30005?\u21830?\u12289?\u20114?\u-32684?\u32593?\u12289?\u25919?\u24220?\u31561?\u-26490?\u22495?\u12290?\u20613?\u-32767?\u24072?\u30340?\u-29698?\u31243?\u26368?\u22823?\u29305?\u-32142?\u-230?\u23454?\u25112?\u24615?\u24378?\u-255?\u8220?\u22260?\u32469?\u19994?\u21153?\u-27154?\u-26472?+\u25645?\u24314?\u20998?\u26512?\u26694?\u26550?+\u-28720?\u29992?\u20998?\u26512?\u26041?\u27861?+\u24314?\u31435?\u20998?\u26512?\u27169?\u22411?+\u29087?\u24713?\u20998?\u26512?\u24037?\u20855?+\u24418?\u25104?\u19994?\u21153?\u31574?\u30053?\u8221?\u12290?\u20197?\u21830?\u19994?\u-27154?\u-26472?\u20026?\u-29321?\u28857?\u-244?\u22522?\u20110?\u23454?\u-27067?\u30340?\u19994?\u21153?\u24212?\u29992?\u22330?\u26223?\u-248?\u26126?\u30830?\u30446?\u30340?\u-247?\u-244?\u25645?\u24314?\u20840?\u-26782?\u31995?\u32479?\u30340?\u19994?\u21153?\u26694?\u26550?\u21644?\u20998?\u26512?\u32500?\u24230?\u-248?\u20998?\u26512?\u24605?\u-29201?\u-247?\u-244?\u-28663?\u25321?\u26368?\u21512?\u-28670?\u30340?\u26041?\u27861?\u-248?\u20998?\u26512?\u26041?\u27861?\u-247?\u-244?\u28145?\u20837?\u27973?\u20986?\u30340?\u29702?\u-29766?\u-29774?\u-30237?\u-248?\u20998?\u26512?\u27169?\u22411?\u-247?\u-244?\u20351?\u29992?\u31616?\u21333?\u23454?\u29992?\u30340?\u24037?\u20855?\u25805?\u20316?\u-248?\u20998?\u26512?\u24037?\u20855?\u-247?\u-244?\u23545?\u20998?\u26512?\u32467?\u26524?\u-28709?\u-30644?\u26377?\u25928?\u30340?\u-30237?\u-29701?\u-248?\u25968?\u25454?\u21487?\u-30266?\u21270?\u-247?\u-244?\u26368?\u32456?\u24418?\u25104?\u20855?\u20307?\u30340?\u19994?\u21153?\u24314?\u-29778?\u-244?\u23454?\u29616?\u19994?\u21153?\u20998?\u26512?/\u25968?\u25454?\u20998?\u26512?\u30340?\u-27155?\u29615?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u24212?\u29992?\u31867?\u-230?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?\u8220?\u25968?\u8221?\u-29708?\u-31707?\u-27392?----\u22823?\u25968?\u25454?\u-31707?\u-27392?\u23454?\u25112?\u19982?\u27801?\u30424?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?\u24066?\u22330?\u-31707?\u-27392?\u22823?\u25968?\u25454?\u20998?\u26512?\u23454?\u25112?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?\u22823?\u25968?\u25454?\u24314?\u27169?\u19982?\u27169?\u22411?\u20248?\u21270?\u23454?\u25112?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u20043?SPSS\u24037?\u20855?\u20837?\u-27160?\u19982?\u25552?\u-25896?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?\u-28207?\u-30835?\u-30644?\u19994?\u-26418?\u-27031?\u-26492?\u27979?\u27169?\u22411?\u23454?\u25112?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u29702?\u-29766?/\u-29788?\u30693?/\u25112?\u30053?\u31867?\u-230?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?\u22823?\u25968?\u25454?\u20135?\u19994?\u29616?\u29366?\u21450?\u24212?\u29992?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?\u22823?\u25968?\u25454?\u24605?\u32500?\u19982?\u24212?\u29992?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?\u22823?\u25968?\u25454?\u26102?\u20195?\u30340?\u31934?\u20934?\u-31707?\u-27392?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u25216?\u26415?\u31867?\u-230?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?Hadoop\u22823?\u25968?\u25454?\u-30237?\u20915?\u26041?\u26696?\u24320?\u21457?\u25216?\u26415?\u22522?\u30784?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?Python\u24320?\u21457?\u22522?\u30784?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u20043?Python\u24320?\u21457?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12298?Python\u26426?\u22120?\u23398?\u20064?\u31639?\u27861?\u21407?\u29702?\u21450?\u20248?\u21270?\u23454?\u29616?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u26381?\u21153?\u23458?\u25143?:\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20613?\u-32767?\u24072?\u26366?\u25552?\u20379?\u-28729?\u22521?\u-29779?\u21672?\u-29726?\u26381?\u21153?\u30340?\u23458?\u25143?\u-28595?\u21450?\u-28646?\u20449?\u12289?\u-28207?\u-30835?\u12289?\u20132?\u-28646?\u12289?\u21046?\u-28640?\u12289?\u25919?\u24220?\u31561?\u-30644?\u19994?\u-244?\u21253?\u25324?\u21326?\u20026?\u12289?\u23500?\u22763?\u24247?\u12289?\u24179?\u23433?\u-26938?\u22242?\u12289?\u20013?\u22269?\u-27402?\u-30644?\u12289?\u25307?\u21830?\u-27402?\u-30644?\u12289?\u20809?\u22823?\u-27402?\u-30644?\u12289?\u20013?\u20449?\u-27402?\u-30644?\u12289?\u20132?\u-28646?\u-27402?\u-30644?\u12289?\u24191?\u30005?\u-27402?\u-28646?\u12289?\u-30337?\u-28440?\u-32214?\u31354?\u12289?\u28023?\u21335?\u-32214?\u31354?\u12289?\u20013?\u22269?\u31227?\u21160?\u12289?\u20013?\u22269?\u-32684?\u-28646?\u12289?\u20013?\u22269?\u30005?\u20449?\u12289?\u-30337?\u-28440?\u-32214?\u31354?\u12289?\u23433?\u-32515?\u29289?\u27969?\u12289?\u24191?\u24030?\u22320?\u-27455?\u12289?\u23500?\u32500?\u27743?\u26862?\u12289?\u19996?\u-26418?\u26085?\u20135?\u12289?\u31070?\u21335?\u30719?\u19994?\u12289?\u20844?\u20132?\u-26938?\u22242?\u12289?\u24191?\u24030?\u31246?\u21153?\u12289?\u-32145?\u21697?\u-27398?\u23376?\u31561?\u21333?\u20301?\u21644?\u20844?\u21496?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u-28207?\u-30835?\u-30644?\u19994?\u22521?\u-29779?\u23458?\u25143?\u-230?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20013?\u22269?\u-27402?\u-30644?\u-230?\u12298?\u22823?\u25968?\u25454?\u21464?\u-26775?\u19982?\u21830?\u19994?\u27169?\u24335?\u21019?\u26032?\u12299?\u12298?\u22823?\u25968?\u25454?\u26102?\u20195?\u30340?\u31934?\u20934?\u-31707?\u-27392?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u21457?\u-27402?\u-30644?\u-230?\u12298?\u22823?\u25968?\u25454?\u19979?\u30340?\u31934?\u20934?\u-31707?\u-27392?\u23454?\u25112?\u12299?\u22235?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20013?\u20449?\u-27402?\u-30644?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u23454?\u25112?\u12299?\u21441?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20132?\u-28646?\u-27402?\u-30644?\u-230?\u12298?\u22823?\u25968?\u25454?\u26102?\u20195?\u30340?\u31934?\u20934?\u-31707?\u-27392?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23433?\u20449?\u-29759?\u21048?\u-230?\u12298?\u22823?\u25968?\u25454?\u26102?\u20195?\u19979?\u30340?\u-28207?\u-30835?\u21457?\u23637?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24179?\u23433?\u-26938?\u22242?\u-230?\u12298?\u22823?\u25968?\u25454?\u24605?\u32500?\u19982?\u24212?\u29992?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24179?\u23433?\u20135?\u-27031?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24179?\u23433?\u23551?\u-27031?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u24212?\u29992?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24179?\u23433?\u-27402?\u-30644?\u-230?\u12298?\u22823?\u25968?\u25454?\u24605?\u32500?\u19982?\u24212?\u29992?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20892?\u19994?\u-27402?\u-30644?\u-230?\u12298?Python\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u12299?\u21441?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24314?\u-29762?\u-27402?\u-30644?\u-230?\u12298?\u22823?\u25968?\u25454?\u24605?\u32500?\u19982?\u24212?\u29992?\u21019?\u26032?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20809?\u22823?\u-27402?\u-30644?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u24212?\u29992?\u23454?\u25112?\u12299?\u22235?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25307?\u21830?\u-27402?\u-30644?\u-230?\u12298?\u8220?\u25968?\u8221?\u-29708?\u-31707?\u-27392?----\u22823?\u25968?\u25454?\u-31707?\u-27392?\u23454?\u25112?\u19982?\u27801?\u30424?\u12299?\u22235?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26477?\u24030?\u-27402?\u-29401?\u-28646?\u31185?\u25216?\u-230?\u12298?\u22823?\u25968?\u25454?\u20135?\u19994?\u21457?\u23637?\u21450?\u24212?\u29992?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u30005?\u-27402?\u-28646?\u-230?\u12298?\u22823?\u25968?\u25454?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24179?\u23433?\u26222?\u24800?\u-28207?\u-30835?\u-230?\u12298?Hadoop\u-30237?\u20915?\u26041?\u26696?\u25216?\u26415?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28006?\u21457?\u-27402?\u-30644?\u-230?\u12298?\u22823?\u25968?\u25454?\u31934?\u20934?\u-31707?\u-27392?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28207?\u-30835?\u22777?\u24080?\u-28646?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20013?\u-28207?\u25152?\u-230?\u12298?\u22823?\u25968?\u25454?\u24605?\u32500?\u19982?\u24212?\u29992?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u8230?\u8230?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u-28646?\u20449?\u-30644?\u19994?\u22521?\u-29779?\u23458?\u25143?\u-230?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-32684?\u-28646?\u30740?\u31350?\u-27038?\u-230?\u12298?\u22823?\u25968?\u25454?\u-26492?\u27979?\u24314?\u27169?\u20248?\u21270?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u24030?\u30005?\u20449?\u-230?\u12298?\u22823?\u25968?\u25454?\u26102?\u20195?\u30340?\u31934?\u20934?\u-31707?\u-27392?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21271?\u20140?\u30005?\u20449?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26215?\u28207?\u30005?\u20449?\u-230?\u12298?\u22823?\u25968?\u25454?\u31934?\u20934?\u-31707?\u-27392?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19978?\u28023?\u30005?\u20449?\u-230?\u12298?\u28192?\u-28589?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u24605?\u-29201?\u21450?\u26041?\u27861?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u27827?\u21271?\u30005?\u20449?\u-230?\u12298?\u25968?\u25454?\u21270?\u-28720?\u-31707?\u19979?\u30340?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21335?\u20140?\u30005?\u20449?\u-230?\u12298?\u22823?\u25968?\u25454?\u-30266?\u22270?\u25903?\u25745?\u31934?\u20934?\u21270?\u-31707?\u-27392?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20315?\u23665?\u30005?\u20449?\u-230?\u12298?\u25968?\u25454?\u25366?\u25496?\u25216?\u26415?\u21450?\u20854?\u24212?\u29992?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u27849?\u24030?\u30005?\u20449?\u-230?\u12298?\u22823?\u25968?\u25454?\u25366?\u25496?\u12289?\u20449?\u24687?\u20998?\u26512?\u21450?\u24212?\u29992?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28246?\u21271?\u-32684?\u-28646?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u21830?\u19994?\u26234?\u-32515?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u19996?\u-32684?\u-28646?\u-230?\u12298?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u23454?\u25112?\u22521?\u-29779?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u27743?\u-32049?\u-32684?\u-28646?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21513?\u26519?\u-32684?\u-28646?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?-\u20013?\u32423?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20044?\u-25471?\u26408?\u-24752?\u-32684?\u-28646?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19978?\u28023?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u12289?\u24314?\u27169?\u21450?\u20248?\u21270?\u12299?\u21441?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u27993?\u27743?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u24212?\u29992?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u27743?\u-32049?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u31934?\u20934?\u-31707?\u-27392?\u25216?\u-32515?\u25552?\u21319?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28145?\u22323?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u-30337?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u21457?\u23637?\u-29301?\u21183?\u21450?\u22312?\u20844?\u21496?\u-31707?\u-27392?\u-26490?\u22495?\u30340?\u24212?\u29992?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28739?\u23425?\u31227?\u21160?2\u26399?\u-230?\u12298?\u25968?\u25454?\u20998?\u26512?\u26041?\u27861?\u19982?\u32463?\u-31707?\u20998?\u26512?\u25216?\u24039?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u27849?\u24030?\u31227?\u21160?3\u26399?\u-230?\u12298?\u25968?\u-29708?\u-31707?\u-27392?\u8212?\u24066?\u22330?\u-31707?\u-27392?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u24212?\u29992?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24503?\u-27085?\u31227?\u21160?2\u26399?\u-230?\u12298?\u22823?\u25968?\u25454?\u25366?\u25496?\u19982?\u24314?\u27169?\u20248?\u21270?\u23454?\u25112?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u27993?\u27743?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u20135?\u21697?\u-31707?\u-27392?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22235?\u24029?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21513?\u26519?\u31227?\u21160?\u-230?\u12298?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u22521?\u-29779?\u12299?\u-229?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29387?\u24030?\u31227?\u21160?\u-230?\u12298?\u8220?\u25968?\u8221?\u-29708?\u-31707?\u-27392?----\u22823?\u25968?\u25454?\u-31707?\u-27392?\u23454?\u25112?\u19982?\u27801?\u30424?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28023?\u21335?\u31227?\u21160?\u-230?\u12298?\u22522?\u20110?\u22823?\u25968?\u25454?\u-28720?\u-31707?\u30340?\u29992?\u25143?\u-30644?\u20026?\u20998?\u26512?\u19982?\u31934?\u20934?\u23450?\u20301?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23665?\u19996?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28145?\u22323?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u22312?\u-30644?\u19994?\u20869?\u22806?\u30340?\u24212?\u29992?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20013?\u22269?\u31227?\u21160?\u32456?\u31471?\u20844?\u21496?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20013?\u23665?\u31227?\u21160?\u-230?\u12298?\u8220?\u25968?\u8221?\u-29708?\u-31707?\u-27392?----\u22823?\u25968?\u25454?\u-31707?\u-27392?\u23454?\u25112?\u19982?\u27801?\u30424?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19996?\u-31842?\u31227?\u21160?\u-230?\u12298?\u8220?\u25968?\u8221?\u-29708?\u-31707?\u-27392?----\u22823?\u25968?\u25454?\u-31707?\u-27392?\u23454?\u25112?\u19982?\u27801?\u30424?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25104?\u-28419?\u31227?\u21160?\u-230?\u12298?\u25968?\u23383?\u21270?\u-28720?\u-31707?\u19979?\u30340?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u30473?\u23665?\u31227?\u21160?2\u26399?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20113?\u28014?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u25366?\u25496?\u21644?\u20449?\u24687?\u25552?\u28860?\u19987?\u-26503?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-27085?\u27743?\u31227?\u21160?\u-230?\u12298?\u23567?\u25968?\u25454?\u183?\u22823?\u-28720?\u-31707?--\u-28720?\u-31707?\u25968?\u25454?\u30340?\u20998?\u26512?\u19982?\u25366?\u25496?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24503?\u-27085?\u31227?\u21160?\u-230?\u12298?\u30005?\u20449?\u-28720?\u-31707?\u21830?\u24066?\u22330?\u-31707?\u-27392?\u25968?\u25454?\u25366?\u25496?\u24212?\u29992?\u20856?\u22411?\u26696?\u20363?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-27051?\u-30337?\u22312?\u32447?\u-230?\u12298?\u8220?\u25968?\u8221?\u-29708?\u-31707?\u-27392?----\u22823?\u25968?\u25454?\u-31707?\u-27392?\u23454?\u25112?\u19982?\u27801?\u30424?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22235?\u24029?\u22312?\u32447?\u-230?\u12298?\u8220?\u25968?\u8221?\u-29708?\u-31707?\u-27392?----\u22823?\u25968?\u25454?\u-31707?\u-27392?\u23454?\u25112?\u19982?\u27801?\u30424?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22823?\u-28706?\u31227?\u21160?\u-230?\u12298?\u8220?\u25968?\u8221?\u-29708?\u-31707?\u-27392?----\u22823?\u25968?\u25454?\u-31707?\u-27392?\u23454?\u25112?\u19982?\u27801?\u30424?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20869?\u-31591?\u21476?\u31227?\u21160?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?Hadoop\u22823?\u25968?\u25454?\u-30237?\u20915?\u26041?\u26696?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29387?\u24030?\u20013?\u31227?\u-28646?\u20449?\u-230?\u12298?SPSS\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u24212?\u29992?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21326?\u20026?\u25216?\u26415?\u-230?\u12298?\u-29731?\u21153?\u-28209?\u-26492?\u27979?\u19982?\u25490?\u29677?\u31649?\u29702?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u8230?\u8230?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u-32515?\u28304?\u27773?\u-28826?\u20132?\u-28646?\u-30644?\u19994?\u22521?\u-29779?\u23458?\u25143?\u-230?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19968?\u27773?\u-30237?\u25918?\u-27359?\u26612?\u-230?\u12298?\u22823?\u25968?\u25454?\u24605?\u32500?\u19982?\u24212?\u29992?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u19996?\u-28498?\u25919?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28145?\u22323?\u27700?\u21153?\u-230?\u12298?\u22823?\u25968?\u25454?\u24605?\u32500?\u19982?\u24212?\u29992?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23425?\u22799?\u22269?\u30005?\u-230?\u12298?\u22823?\u25968?\u25454?\u24605?\u32500?\u19982?\u24212?\u29992?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26611?\u24030?\u19978?\u27773?\u20116?\u-31759?\u-230?\u12298?\u22823?\u25968?\u25454?\u19979?\u30340?\u31934?\u20934?\u-31707?\u-27392?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19996?\u-26418?\u21830?\u29992?\u-230?\u12298?\u25968?\u-29708?\u-31707?\u-27392?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19996?\u-26418?\u26085?\u20135?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u24212?\u29992?\u23454?\u25112?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23500?\u32500?\u27743?\u26862?\u-248?\u27773?\u-28826?\u-247?\u-230?\u12298?\u25968?\u23383?\u21270?\u-28720?\u-31707?\u19979?\u30340?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u24212?\u29992?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u24030?\u22320?\u-27455?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u22521?\u-29779?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u24030?\u22320?\u-27455?\u-230?\u12298?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u24314?\u27169?\u23454?\u25112?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-30337?\u-28440?\u-32214?\u31354?\u-230?\u12298?\u25968?\u23383?\u21270?\u-28720?\u-31707?\u19979?\u30340?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u24212?\u29992?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28023?\u21335?\u-32214?\u31354?\u-230?\u12298?\u21033?\u29992?\u22823?\u25968?\u25454?\u-31707?\u-27392?\u25552?\u21319?\u-32214?\u32447?\u25910?\u30410?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21335?\u26041?\u-32214?\u31354?\u-230?\u12298?\u22823?\u25968?\u25454?\u31934?\u20934?\u-31707?\u-27392?\u23454?\u25112?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21271?\u20140?\u26426?\u22330?\u-29387?\u23486?\u20844?\u21496?\u-230?\u12298?\u24066?\u22330?\u-31707?\u-27392?\u25968?\u25454?\u30340?\u20998?\u26512?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28145?\u22323?\u20844?\u20132?\u-26938?\u22242?\u-230?\u12298?\u22823?\u25968?\u25454?\u19982?\u26234?\u24935?\u20132?\u-28646?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24310?\u-27265?\u22771?\u29260?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31070?\u21335?\u30719?\u19994?\u-230?\u12298?\u22823?\u25968?\u25454?\u20135?\u19994?\u21457?\u23637?\u19982?\u24212?\u29992?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23453?\u-25055?\u22269?\u30005?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26502?\u20016?\u24555?\u-28654?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u8230?\u8230?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u20854?\u23427?\u-30644?\u19994?\u22521?\u-29779?\u23458?\u25143?\u-230?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23725?\u21335?\u-26938?\u22242?\u-230?\u12298?\u22823?\u25968?\u25454?\u26102?\u20195?\u19979?\u30340?\u31934?\u20934?\u-31707?\u-27392?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 ABB\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u23454?\u25112?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26506?\u26032?\u22269?\u-27067?\u-230?\u12298?\u22823?\u25968?\u25454?\u24605?\u32500?\u19982?\u24212?\u29992?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u32034?\u-31758?\u20122?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u23454?\u25112?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u29611?\u29747?\u20975?\u-230?\u12298?\u22823?\u25968?\u25454?\u24605?\u32500?\u19982?\u24212?\u29992?\u12299?\u21441?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-30337?\u-28440?\u25968?\u25454?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26080?\u-27056?\u26497?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26939?\u22270?\u20181?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26045?\u-32752?\u24503?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\u21441?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u24030?\u31246?\u21153?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u19982?\u25366?\u25496?\u23454?\u25112?\u12299?\u21441?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 YKK\u21513?\u30000?\u25289?\u-27394?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23500?\u22763?\u24247?\u-230?\u12298?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u22521?\u-29779?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29387?\u24030?\u20013?\u28895?\u-230?\u12298?\u20114?\u-32684?\u32593?+\u26102?\u20195?\u30340?\u22823?\u25968?\u25454?\u24605?\u32500?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28145?\u22323?\u27427?\u30427?\u21830?\u-230?\u12298?\u30005?\u21830?\u22823?\u25968?\u25454?\u20998?\u26512?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23433?\u-32515?\u29289?\u27969?\u-230?\u12298?\u22823?\u25968?\u25454?\u25366?\u25496?\u20998?\u26512?\u21450?\u24212?\u29992?\u23454?\u25112?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-32145?\u21697?\u-27398?\u23376?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\u20004?\u26399?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26032?\u26102?\u20195?\u-26938?\u22242?\u-230?\u12298?\u-27154?\u-26472?\u30340?\u25366?\u25496?\u12289?\u20998?\u26512?\u8212?\u25968?\u25454?\u20998?\u26512?\u25216?\u24039?\u12299?\u20004?\u26399?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25361?\u25112?\u29287?\u19994?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26131?\u-27541?\u-26938?\u22242?\u-230?\u12298?\u22823?\u25968?\u25454?\u20998?\u26512?\u32508?\u21512?\u-32515?\u21147?\u25552?\u21319?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29341?\u24030?\u30417?\u29425?\u-230?\u12298?\u22823?\u25968?\u25454?\u26102?\u20195?\u30340?\u-31707?\u-27392?\u12299?\u20849?\u19977?\u26399?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29382?\u24030?\u23398?\u-27038?\u-230?\u12298?\u22823?\u25968?\u25454?\u26102?\u20195?\u30340?\u20154?\u25165?\u22521?\u20859?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u8230?\u8230?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u12304?\u23398?\u21592?\u-29756?\u20215?\u12305?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20613?\u-32767?\u24072?\u26159?\u25105?\u30446?\u21069?\u21548?\u-28729?\u30340?\u24456?\u23569?\u24573?\u24736?\u-32756?\u22810?\u24178?\u-29401?\u30340?\u-32767?\u24072?\u-244?\u-32515?\u22815?\u23558?\u29702?\u-29766?\u-29774?\u24471?\u28145?\u20837?\u27973?\u20986?\u-244?\u23558?\u26696?\u20363?\u-29774?\u28145?\u-29774?\u-28657?\u-244?\u23558?\u23454?\u25112?\u-29774?\u24471?\u26131?\u29702?\u-30237?\u26131?\u25805?\u20316?\u12290?\u22312?\u-29698?\u22530?\u20013?\u-244?\u20182?\u-32515?\u25226?\u26543?\u29157?\u30340?\u25968?\u25454?\u-29708?\u24471?\u26377?\u29983?\u21629?\u-244?\u22312?\u-29698?\u22530?\u19978?\u-244?\u20182?\u-32515?\u23545?\u23398?\u21592?\u20851?\u27880?\u21644?\u20184?\u20986?\u12290?\u25105?\u19981?\u26159?\u23545?\u25968?\u25454?\u24456?\u21916?\u27426?\u30340?\u20154?\u-244?\u20294?\u20173?\u28982?\u22312?\u-29698?\u22530?\u20013?\u-32515?\u22815?\u24863?\u-30263?\u21040?\u25968?\u25454?\u30340?\u29983?\u21629?\u21147?\u12290?\u20116?\u22825?\u30340?\u-29698?\u-29783?\u25105?\u-28709?\u20837?\u21040?\u25968?\u25454?\u26500?\u25104?\u30340?\u22810?\u24425?\u12289?\u22810?\u32500?\u30340?\u19990?\u30028?\u-244?\u20540?\u24471?\u-255?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u8212?\u8212?\u23398?\u21592?\u20998?\u20139?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26576?\u-28207?\u-30835?\u-30644?\u19994?---\u12298?\u22823?\u25968?\u25454?\u21464?\u-26775?\u19982?\u21830?\u19994?\u27169?\u24335?\u21019?\u26032?\u12299?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20613?\u-32767?\u24072?\u-28720?\u29992?\u20840?\u-26782?\u32724?\u23454?\u30340?\u26696?\u20363?\u21644?\u19981?\u25304?\u19968?\u26684?\u30340?\u-29715?\u-30208?\u-244?\u20840?\u26041?\u20301?\u21078?\u26512?\u22823?\u25968?\u25454?\u21457?\u23637?\u20197?\u26469?\u22312?\u24037?\u20855?\u12289?\u24605?\u32500?\u21644?\u25991?\u21270?\u19978?\u24102?\u26469?\u30340?\u21464?\u-26775?\u-244?\u29983?\u21160?\u-27120?\u-28688?\u25968?\u25454?\u20998?\u26512?\u-28729?\u31243?\u20845?\u-28440?\u26354?\u12289?\u25968?\u25454?\u25112?\u30053?\u19971?\u22823?\u24605?\u32500?\u31561?\u32463?\u20856?\u27010?\u-28688?\u-244?\u31435?\u20307?\u21576?\u29616?\u22823?\u25968?\u25454?\u26102?\u20195?\u20225?\u19994?\u25152?\u-26782?\u20020?\u30340?\u26426?\u-28601?\u19982?\u25361?\u25112?\u12290?\u32467?\u21512?\u24403?\u21069?\u20851?\u27880?\u28966?\u28857?\u21644?\u26102?\u20195?\u28909?\u28857?\u-29731?\u-26472?\u-244?\u20613?\u-32767?\u24072?\u29616?\u22330?\u20998?\u20139?\u20102?\u31532?\u19968?\u20195?\u20256?\u32479?\u-31707?\u-27392?\u12289?\u31532?\u20108?\u20195?\u20114?\u-32684?\u32593?\u-31707?\u-27392?\u12289?\u31532?\u19977?\u20195?\u22823?\u25968?\u25454?\u-31707?\u-27392?\u30340?\u-28709?\u-27082?\u21319?\u32423?\u21644?\u31934?\u20934?\u-31707?\u-27392?\u23454?\u25112?\u24212?\u29992?\u12290?\u22312?\u20026?\u23398?\u21592?\u21576?\u29616?\u19968?\u22330?\u24605?\u32500?\u-30271?\u-29754?\u-26490?\u22495?\u30427?\u23476?\u30340?\u21516?\u26102?\u-244?\u20613?\u-32767?\u24072?\u-28712?\u19982?\u23398?\u21592?\u-28709?\u-30644?\u20102?\u31215?\u26497?\u20114?\u21160?\u21644?\u29616?\u22330?\u31572?\u30097?\u-244?\u22312?\u30456?\u20114?\u20132?\u27969?\u20013?\u21551?\u-28694?\u26234?\u24935?\u12289?\u24320?\u25299?\u24605?\u32500?\u-244?\u22312?\u24605?\u24819?\u30896?\u25758?\u20013?\u28857?\u29123?\u22823?\u25968?\u25454?\u26102?\u20195?\u19979?\u30340?\u21019?\u26032?\u24341?\u25806?\u-244?\u20026?\u20840?\u-30644?\u22312?\u26410?\u26469?\u21457?\u23637?\u20013?\u-28709?\u19968?\u27493?\u25226?\u25569?\u32463?\u27982?\u22823?\u21183?\u12289?\u24320?\u23637?\u21069?\u30651?\u-26492?\u21028?\u12289?\u23454?\u26045?\u31934?\u20934?\u20915?\u31574?\u25552?\u20379?\u20102?\u-28211?\u-30335?\u24605?\u24819?\u25351?\u24341?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21513?\u26519?\u26576?\u20225?\u19994?\u8212?\u8212?\u12298?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u24212?\u29992?\u22521?\u-29779?\u12299? \u23398?\u21592?\u-230?\u24352?\u32463?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20116?\u22825?\u30340?\u22521?\u-29779?\u-244?\u-29783?\u25105?\u23545?\u25968?\u25454?\u20998?\u26512?\u19982?\u25968?\u25454?\u25366?\u25496?\u26377?\u20102?\u-28709?\u19968?\u27493?\u30340?\u20102?\u-30237?\u-244?\u20063?\u23398?\u21040?\u20102?\u25216?\u26415?\u12290?\u20197?\u21069?\u21442?\u21152?\u-28729?\u22521?\u-29779?\u-244?\u20004?\u22825?\u30340?\u22521?\u-29779?\u25105?\u-28419?\u-30263?\u24471?\u26377?\u26102?\u24456?\u-26946?\u-244?\u-32756?\u-28711?\u27425?\u-28706?\u32493?\u20116?\u22825?\u30340?\u22521?\u-29779?\u-244?\u25105?\u21548?\u-29698?\u-28729?\u31243?\u24403?\u20013?\u26082?\u28982?\u24863?\u-30263?\u21040?\u26102?\u-27148?\u-28729?\u24471?\u24456?\u24555?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29387?\u24030?\u26576?\u-28720?\u-31707?\u21830?\u8212?\u8212?\u12298?\u8220?\u25968?\u8221?\u-29708?\u-31707?\u-27392?----\u22823?\u25968?\u25454?\u-31707?\u-27392?\u23454?\u25112?\u12299? \u23398?\u21592?\u-230?\u21016?\u32463?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20613?\u-32767?\u24072?\u30340?\u-29698?\u31243?\u-244?\u24320?\u25299?\u20102?\u25105?\u-31707?\u-27392?\u30340?\u24605?\u32500?\u-244?\u22823?\u25968?\u25454?\u-31707?\u-27392?\u-244?\u-28211?\u22312?\u21033?\u29992?\u25968?\u25454?\u20026?\u-31707?\u-27392?\u26381?\u21153?\u12290?\u29992?\u25143?\u32454?\u20998?\u12289?\u29992?\u25143?\u29305?\u24449?\u25552?\u21462?\u12289?\u-31707?\u-27392?\u-29383?\u29992?\u-26492?\u31639?\u12289?\u23458?\u25143?\u27969?\u22833?\u-26492?\u-29850?\u-244?\u21407?\u26469?\u21487?\u20197?\u-28711?\u26679?\u21033?\u29992?\u22823?\u25968?\u25454?\u-244?\u20197?\u21518?\u19981?\u20877?\u-26880?\u-30335?\u8220?\u25293?\u-32495?\u-30581?\u8221?\u20102?,\u21621?\u21621?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-28739?\u23425?\u26576?\u-28720?\u-31707?\u21830?\u8212?\u8212?\u12298?\u25968?\u25454?\u20998?\u26512?\u19982?\u32463?\u-31707?\u20998?\u26512?\u23454?\u25112?\u22521?\u-29779?\u12299?\u23398?\u21592?\u-230?\u20110?\u32463?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20613?\u-32767?\u24072?\u30340?\u-29698?\u31243?\u20840?\u31243?\u-25896?\u-32515?\u-244?\u20449?\u24687?\u-28209?\u24040?\u22823?\u-244?\u25105?\u20204?\u24050?\u32463?\u24314?\u-29778?\u20844?\u21496?\u23433?\u25490?\u21518?\u32493?\u-25896?\u32423?\u-29698?\u31243?\u-244?\u26399?\u24453?\u20877?\u27425?\u23398?\u20064?\u-244?\u28857?\u-29346?\u-255?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u25105?\u-30335?\u21672?\u-29726?\b0\par\pard\plain\s0\fi400\li0\ri0\sa60\plain\f0\fs22 \u21672?\u-29726?\u30005?\u-29731?\u-230?027-5111 9925 , 027-5111 9926\par\pard\plain\s0\fi400\li0\ri0\sa60\plain\f0\fs22 \u20540?\u29677?\u25163?\u26426?\u-230?18971071887    \u-28498?\u31665?\u-230?Service@mingketang.com\par}