锘??xml version="1.0" encoding="utf-8" standalone="yes"?>亚洲αv久久久噜噜噜噜噜,狠狠狠色丁香婷婷综合久久五月,久久青草国产手机看片福利盒子http://www.shnenglu.com/inwind/category/519.htmlzh-cnTue, 20 May 2008 00:29:09 GMTTue, 20 May 2008 00:29:09 GMT60淇℃伅鎻愬彇鐨勫熀鏈蹇?/title><link>http://www.shnenglu.com/inwind/articles/1605.html</link><dc:creator>inwind</dc:creator><author>inwind</author><pubDate>Wed, 07 Dec 2005 08:24:00 GMT</pubDate><guid>http://www.shnenglu.com/inwind/articles/1605.html</guid><wfw:comment>http://www.shnenglu.com/inwind/comments/1605.html</wfw:comment><comments>http://www.shnenglu.com/inwind/articles/1605.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.shnenglu.com/inwind/comments/commentRss/1605.html</wfw:commentRss><trackback:ping>http://www.shnenglu.com/inwind/services/trackbacks/1605.html</trackback:ping><description><![CDATA[淇℃伅鎻愬彇(Information Extraction)鐨勫畾涔夋槸鎸囦粠涓孌墊枃鏈腑鎶藉彇鎸囧畾鐨勪竴綾諱俊鎭紙渚嬪浜嬩歡銆佷簨瀹烇級銆佸茍灝嗗叾錛堝艦鎴愮粨鏋勫寲鐨勬暟鎹級濉叆涓涓暟鎹簱涓緵鐢ㄦ埛鏌ヨ浣跨敤鐨勮繃紼嬨?BR><BR>涓庡叾浠栦俊鎭鐞嗘妧鏈殑鍏崇郴<BR>   淇℃伅媯绱?Information Retrieval) 錛氬彧鏄壘鍑烘弧瓚充竴瀹氭绱㈡潯浠?query)鐨勬暣綃囨枃妗ｆ垨孌佃惤錛岃屼漢浠粛鐒跺繀欏婚槄璇繪墍鎵懼埌鐨勬瘡涓涓枃妗ｆ垨孌佃惤鎵嶈兘鑾峰緱鎵闇瑕佺殑淇℃伅銆?nbsp;<BR>   鑷姩鏂囨憳銆佹枃鏈悊瑙?錛氳嚜鍔ㄦ枃鎽樺拰鏂囨湰鐞嗚В鍒欐病鏈夐鍏堣瀹氱洰鏍囩殑鐗規(guī)э紝闇瑕佸澶氱澶氭牱鐨勫唴瀹硅繘琛屽垎鏋愬拰澶勭悊銆?nbsp;<BR><BR> <div id="qmkimqa" class=O style="mso-char-wrap: 1; mso-kinsoku-overflow: 1" v:shape="_x0000_s1026">淇℃伅鎻愬彇鐨勬柟閽堬細璇嗗埆瀹炰綋錛岀‘瀹氬叧緋?BR><BR>淇℃伅鎻愬彇鐢辯畝鍒扮箒錛?BR>鍗曚釜瀹炰綋錛氭壘鍑烘墍鏈変漢鍚嶏紱鎵懼嚭鎵鏈塭mail錛涙壘鍑烘墍鏈夊ぇ瀛?.....<BR>浜屽厓鍏崇郴瀹炰綋錛歑XX鐨勭數(shù)璇?鍦板潃錛宔mail)錛屼綅浜庢煇鍦扮殑鎵鏈夊叕鍙?....<BR>澶氬厓鍏崇郴瀹炰綋錛氭妸鎵鏈夋姤閬撴亹鎬栨椿鍔ㄧ殑鎶ラ亾閮芥壘鍑烘潵(IR)錛屽茍鎸夌収浜嬩歡鐨勫湴鐐?鏃墮棿/鍙備笌鑰?鈥﹀垎綾匯佹帓搴忥紱<BR><BR>淇℃伅鎻愬彇鐨勫熀紜璁炬柦<BR>   璇嶅吀銆佽瘝鍒囧垎鍜岃瘝鎬ф爣娉?BR>鍒朵綔涓涓妯￠傚綋銆佸垎綰у悎鐞嗗茍鍙伒媧婚厤緗殑璇嶅吀鏄緩閫犱腑鏂囦俊鎭彁鍙栫郴緇熺殑絎竴姝ワ紱<BR>   閫傜敤浜庝腑鏂囦俊鎭彁鍙栫殑鐭鍙ユ硶鍙婅涔夊垎鏋?BR> 鍖呮嫭鍙ユ硶鎴愬垎鐨勮瘑鍒笌鏍囧紩錛屽叧閿瘝鎻愬彇錛屾绱㈢壒寰侀泦鐨勬彁鍙栥佺儲寮曠瓑銆?BR>   閫傜敤浜庝俊鎭彁鍙栫殑鍙ョ兢鍒嗘瀽涓庣瘒绔犺〃紺?BR>榪欎簺鎶鏈寘鎷〃杈懼彞闂存垚鍒嗙殑浼犻掞紝鎸囦唬銆佸紩鐢ㄤ俊鎭〃鐨勫緩绔嬪拰浣跨敤錛?this鎸囬拡"錛堝綋鍓嶈涔夌劍鐐筬ocus錛夌殑緇存姢錛屼互鍙婃蹇靛叧緋葷殑鎺ㄧ悊絳夈?BR></DIV><img src ="http://www.shnenglu.com/inwind/aggbug/1605.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.shnenglu.com/inwind/" target="_blank">inwind</a> 2005-12-07 16:24 <a href="http://www.shnenglu.com/inwind/articles/1605.html#Feedback" target="_blank" style="text-decoration:none;">鍙戣〃璇勮</a></div>]]></description></item><item><title>鐭ヨ瘑鍙戠幇涓庢暟鎹寲鎺?/title><link>http://www.shnenglu.com/inwind/articles/1581.html</link><dc:creator>inwind</dc:creator><author>inwind</author><pubDate>Wed, 07 Dec 2005 02:39:00 GMT</pubDate><guid>http://www.shnenglu.com/inwind/articles/1581.html</guid><wfw:comment>http://www.shnenglu.com/inwind/comments/1581.html</wfw:comment><comments>http://www.shnenglu.com/inwind/articles/1581.html#Feedback</comments><slash:comments>1</slash:comments><wfw:commentRss>http://www.shnenglu.com/inwind/comments/commentRss/1581.html</wfw:commentRss><trackback:ping>http://www.shnenglu.com/inwind/services/trackbacks/1581.html</trackback:ping><description><![CDATA[<div id="swkikum" class=diaryContent id=diary496335 style="DISPLAY: block"> <P>鏁版嵁搴撲腑鐨勭煡璇嗗彂鐜発dd錛坘nowledge discovery in databases錛夊拰鏁版嵁鎸栨帢dm錛坉ata mining錛夋槸鍦ㄩ渶姹傜殑椹卞姩涓嬪彂灞曡搗鏉ョ殑涓闂ㄦ柊鐨勬妧鏈傞殢鐫鍦ㄦ斂搴滈儴闂ㄣ佷紒浜嬩笟鍗曚綅銆佸ぇ鍨嬮噾铻嶄繚闄╂満鏋勩佸ぇ鍨嬪晢涓氭満鏋勩佸ぇ鍨嬪埗閫犱笟鍙婄鐮旀満鏋勬暟鎹簱鐨勫ぇ閲忓緩绔嬶紝鏁版嵁縐瘡鎴愬嶅湴鎬ュ墽澧為暱錛屽浣曞厖鍒嗗埄鐢ㄨ繖浜涘ぇ閲忔暟鎹?瀵規(guī)暟鎹繘琛屽垎鏋愭潵鎸囧鐢熶駭宸ヤ綔銆佽繍钀ュ伐浣溿侀攢鍞伐浣溿佺珵浜夌瓥鐣? 緇欓瀵艱呯殑鍐崇瓥涓浜涙敮鎸侊紱鍙︿竴鏂歸潰錛屽浣曚粠澶ч噺鏁版嵁涓寲鎺樺嚭鏈夌敤鐨勪俊鎭紙妯″紡錛夊拰鐭ヨ瘑錛堣寰嬶級錛屾寲鎺樺嚭縐戝涓婄殑鏈煡瑙勫緥, 宸叉垚涓轟漢綾婚渶瑕佹ュ垏瑙ｅ喅鐨勯棶棰樸傚洜姝ゆ暟鎹寲鎺樻妧鏈佺煡璇嗗彂鐜扮郴緇熷氨鎴愪負褰撲粖璁＄畻鏈洪鍩熺殑鐮旂┒鍜屽叧娉ㄧ殑鐑偣涔嬩竴銆?/P><BR> <P>闅忕潃鏁版嵁縐瘡鐨勫闀匡紝鍏呭垎鍒╃敤澶ч噺鏁版嵁錛堝嵆瀵規(guī)暟鎹繘琛屽垎鏋愭潵鎸囧宸ヤ綔錛夛紝騫朵粠澶ч噺鏁版嵁涓寲鎺樺嚭鏈夌敤鐨勪俊鎭拰鐭ヨ瘑錛屾壘鍑烘湭鐭ョ殑瑙勫緥錛屽凡鎴愪負浜虹被鎬ラ渶瑙ｅ喅鐨勯棶棰樸傛湰鏂囧氨鏁版嵁鎸栨帢鎶鏈佺煡璇嗗彂鐜扮郴緇熻繖涓鐑偣闂闃愯堪鍏舵垚鍔熺殑鍏抽敭銆侀潰涓寸殑闂鍙婃墍閲囩敤鐨勬妧鏈?BR><BR>銆銆鏁版嵁搴撲腑鐨勭煡璇嗗彂鐜発dd錛坘nowledge discovery in databases錛夊拰鏁版嵁鎸栨帢dm錛坉ata mining錛夋槸鍦ㄩ渶姹傜殑椹卞姩涓嬪彂灞曡搗鏉ョ殑涓闂ㄦ柊鐨勬妧鏈傞殢鐫鍦ㄦ斂搴滈儴闂ㄣ佷紒浜嬩笟鍗曚綅銆佸ぇ鍨嬮噾铻嶄繚闄╂満鏋勩佸ぇ鍨嬪晢涓氭満鏋勩佸ぇ鍨嬪埗閫犱笟鍙婄鐮旀満鏋勬暟鎹簱鐨勫ぇ閲忓緩绔嬶紝鏁版嵁縐瘡鎴愬嶅湴鎬ュ墽澧為暱錛屽浣曞厖鍒嗗埄鐢ㄨ繖浜涘ぇ閲忔暟鎹?瀵規(guī)暟鎹繘琛屽垎鏋愭潵鎸囧鐢熶駭宸ヤ綔銆佽繍钀ュ伐浣溿侀攢鍞伐浣溿佺珵浜夌瓥鐣? 緇欓瀵艱呯殑鍐崇瓥涓浜涙敮鎸侊紱鍙︿竴鏂歸潰錛屽浣曚粠澶ч噺鏁版嵁涓寲鎺樺嚭鏈夌敤鐨勪俊鎭紙妯″紡錛夊拰鐭ヨ瘑錛堣寰嬶級錛屾寲鎺樺嚭縐戝涓婄殑鏈煡瑙勫緥, 宸叉垚涓轟漢綾婚渶瑕佹ュ垏瑙ｅ喅鐨勯棶棰樸傚洜姝ゆ暟鎹寲鎺樻妧鏈佺煡璇嗗彂鐜扮郴緇熷氨鎴愪負褰撲粖璁＄畻鏈洪鍩熺殑鐮旂┒鍜屽叧娉ㄧ殑鐑偣涔嬩竴銆?BR><BR>銆銆闅忕潃kdd鐨勬繁鍏ュ彂灞曞拰internet 鐨勬櫘鍙婏紝緗戜笂淇℃伅鐨勫ぇ閲忓鍔狅紝璁稿淇℃伅鍦ㄧ綉涓婂彂甯冿紝錛激錛ゅ湪錛鳳擠錛風綉涓婃寲鎺樹篃褰㈡垚浜嗙儹鐐癸紝騫跺艦鎴愪簡鍩轟簬internet鐨剋eb mining鎶鏈紝web mining鍖呮嫭:web 鍐呭鎸栨帢錛寃eb緇撴瀯鎸栨帢錛寃eb 鐢ㄦ埛琛屼負鎸栨帢錛屽綋閬囧埌鐨勬湁鏂囨湰銆佸浘褰€佸浘鍍忕瓑淇℃伅錛屽張褰㈡垚浜唗ext mining鍜宨mage mining錛屽濯掍綋鎸栨帢絳夋柊鐨刱dd鐨勬柊鏂瑰悜銆?BR><BR><BR>銆銆kdd錛氬畾涔夊拰榪囩▼<BR><BR><BR>銆銆1銆?kdd鐨勫畾涔?BR><BR>銆銆璁稿鐮旂┒鑰呬粠涓嶅悓鐨勮搴︾粰鍑轟簡鏈夊叧kdd鐨勫畾涔夛紝鐩墠杈冧竴鑷磋鍚岀殑鎻忚堪鎬у畾涔夋槸fayyad絳変漢緇欏嚭鐨勶細kdd鏄粠鏁版嵁闆嗕腑璇嗗埆鍑烘湁鏁堢殑銆佹柊棰栫殑銆佹綔鍦ㄦ湁鐢ㄧ殑浠ュ強鏈緇堝彲鐞嗚В鐨勬ā寮忕殑闈炲鉤鍑¤繃紼嬨?BR><BR>銆銆鍦ㄤ笂榪板畾涔変腑鎸囧嚭kdd鏄釜榪囩▼錛屾槸浠庢暟鎹泦璇嗗埆妯″紡鐨勮繃紼嬶紝鍑犱釜瀹氳閮芥槸涓嶅彲灝戙?BR><BR>銆銆2銆乲dd鐨勮繃紼?BR><BR>銆銆kdd榪囩▼鍙垎涓烘暟鎹噯澶囥佹暟鎹寲鎺樹互鍙婄粨鏋滅殑瑙ｉ噴璇勪環(huán)錛屽鍥炬墍紺恒?nbsp;<BR><IMG alt="datamining model graph" src="http://blog.blogchina.com/upload/2005-01-05/20050105094605555381.jpg" border=0><BR><BR>銆銆鍥撅細kdd鐨勪富瑕佽繃紼?BR><BR>銆銆錛?錛夋暟鎹噯澶囷細鏁版嵁鍑嗗鍙垎涓烘暟鎹夊彇/鎶芥牱銆佹暟鎹澶勭悊鍜屾暟鎹漿鎹€?BR><BR>銆銆錛?錛夋暟鎹寲鎺橀樁孌碉細鏍規(guī)嵁鏁版嵁鎸栨帢鐨勪換鍔★紝紜畾閲囩敤鍝竴縐嶆暟鎹寲鎺樼畻娉曘傚悓鏍風殑鏁版嵁鎸栨帢浠誨姟鍙互鐢ㄤ笉鍚岀殑鏁版嵁鎸栨帢綆楁硶鏉ュ疄鐜幫紝鏁版嵁鎸栨帢綆楁硶鐨勯夋嫨涓昏鏄牴鎹互涓嬩袱涓柟闈㈢殑鍥犵礌錛氫竴鏄暟鎹殑鐗圭偣錛涗簩鏄敤鎴峰拰瀹為檯榪愯緋葷粺鐨勮姹傘傚湪瀹屾垚浜嗚繖浜涘噯澶囧伐浣滃悗錛屽氨鍙互榪涜鏁版嵁鎸栨帢浜嗐傛暟鎹寲鎺橀樁孌典粎鍗犳暣涓猭dd榪囩▼鐨?5錛呭乏鍙崇殑宸ヤ綔閲忋?BR><BR>銆銆錛?錛夌粨鏋滆В閲婂拰璇勪環(huán)錛氱粡鏁版嵁鎸栨帢鎵鍙戠幇鐨勬ā寮忥紝鍙兘瀛樺湪鍐椾綑鎴栫敤鎴蜂笉鎰熷叴瓚ｇ殑妯″紡錛岃繖鏃墮渶瑕佸皢鍏墮櫎鍘伙紱涔熸湁鍙兘鎵鍙戠幇鐨勬ā寮忎笉鑳芥弧瓚崇敤鎴風殑闇瑕侊紝瑕佹眰鏁翠釜鍙戠幇榪囩▼鍐嶈繑鍥炲埌鏁版嵁鎸栨帢闃舵涔嬪墠錛岄噸鏂拌繘琛屾暟鎹夊彇/鎶芥牱銆佹暟鎹彉鎹㈠拰鏁版嵁鎸栨帢錛岀敋鑷蟲崲涓縐嶆寲鎺樼畻娉曪紙濡傚湪鍙戠幇鍒嗙被瑙勫垯灝辨湁澶氱鏁版嵁鎸栨帢鏂規(guī)硶鍙緵閫夋嫨錛屼笉鍚岀殑鏂規(guī)硶鍙兘鍏鋒湁涓嶅悓鐨勬寲鎺樻晥鏋滐級銆?BR><BR><BR>銆銆鎴愬姛鐨勫叧閿笌闈復鐨勯棶棰?BR><BR><BR>銆銆鏁版嵁鎸栨帢涓庣煡璇嗗彂鐜頒笉鏄粰鍑轟竴浜涙暟鎹紝閲囩敤涓浜涙暟鎹寲鎺樼畻娉曞氨鍙互杞繪槗鍦版寲鎺樺嚭鐭ヨ瘑錛屾暟鎹寲鎺樹笌鐭ヨ瘑鍙戠幇鎴愬姛鐨勫叧閿繀欏誨仛鍒頒笅闈㈠嚑鐐癸細<BR><BR>銆銆1銆?鏈夋槑紜殑鐩爣錛氱敤 kdd鏂規(guī)硶瑕佽В鍐充粈涔堥棶棰橈紝鎸栨帢浠涔堟牱鐨勬ā寮忋佽寰嬫垨鐭ヨ瘑錛屽繀欏繪彁鍑鴻鎸栨帢鐨勭洰鏍囥傝繖涓鐐規(guī)槸鑳藉惁鎸栨帢鍑烘湁鐢ㄧ煡璇嗗熀鐐癸紝涓嶈兘璇達紝鎴戠粰浣犱竴浜涙暟鎹紝浣犵粰鎴戞寲鎺樺嚭鐭ヨ瘑鏉ワ紝鍦ㄧ粰鍑烘暟鎹悗錛岄噰鐢ㄤ粈涔堟寲鎺樻柟娉曪紝鎬庢牱鎸栨帢錛屽繀欏誨湪鏈夋槑紜洰鏍囨儏鍐典笅榪涜錛岀洸鐩殑鎸栨帢浣挎寲鎺樼郴緇熸棤娉曡繘琛屻?BR><BR>銆銆2銆?鐩稿杈冮暱涓孌墊椂闂村拰鐩稿鍑嗙‘鐨勬暟鎹殑縐瘡錛氭暟鎹槸鐭ヨ瘑鍙戠幇鐨勫熀紜錛屾暟鎹殑璐ㄩ噺鍜屾暟閲忓鐭ヨ瘑鍙戠幇璧峰喅瀹氭т綔鐢紝涓嶆槸闅忎究緇欎竴浜涙暟鎹氨鑳芥寲鎺樺嚭鏈夌敤鐨勭煡璇嗭紝鏁版嵁蹇呴』鏈変竴瀹氱殑璐ㄩ噺鍜屾暟閲忥紝鍦ㄦ瀬涓嶅畬鏁寸殑鏁版嵁涓婅繘琛屾暟鎹寲鎺樹笉浼氬緱鍒板ソ鐨勭粨鏋滐紝寰寰鏁版嵁璐ㄩ噺鍜屾暟閲忔瘮鏁版嵁鎸栨帢鏂規(guī)硶鏇撮噸瑕併?BR><BR>銆銆3銆?棰嗗煙涓撳鐨勫弬涓庡拰鎸囧錛氫粠鐩爣鐨勬槑紜埌鎸栧埌淇℃伅鍜岀煡璇嗙殑璇勪環(huán)涓庡垽鏂兘闇瑕侀鍩熶笓瀹剁殑鎸囧錛屽惁鍒欑煡璇嗙殑鍙俊搴﹀拰鍙潬鎬ч兘鍊煎緱鎬鐤戙?BR><BR>銆銆kdd鐮旂┒闈復鐨勯棶棰橈細<BR><BR>銆銆kdd鏄竴涓柊鍏寸殑鐮旂┒棰嗗煙錛岀洰鍓嶈繕澶勫湪鍙戝睍鐨勯樁孌碉紝榪樻湁寰堝鐨勭爺絀墮毦棰樻湁寰呰В鍐籌紝鏁版嵁鐨勫法閲忔с佸姩鎬佹с佸鏍鋒с佷笉涓鑷存с佸櫔澹版с佺己鍊煎拰紼鐤忔с佸彂鐜版ā寮忕殑鍙悊瑙ｆс佸叴瓚ｅ害絳夐兘緇檏dd甯︽潵闅懼害錛涙暟鎹川閲忋佺畻娉曠殑鏈夋晥鎬э紝鐭ヨ瘑鐨勫彲鐢ㄦч兘鏄爺絀剁殑璇鵑錛沰dd涓庡簲鐢ㄧ郴緇熺殑闆嗘垚錛宬dd涓庣敤鎴風殑浜や簰錛岀煡璇嗙殑鏇存柊綆＄悊錛屽鏉傛暟鎹被鍨嬬殑澶勭悊絳夌瓑閮芥槸kdd鐮旂┒闈復鐨勬寫鎴樸?BR><BR><BR>銆銆crisp鈥攄m綆浠?BR><BR><BR>銆銆crisp-dm - cross industry standard process for data mining 鏄痭cr絳夊洓瀹跺叕鍙歌仈鍚堢殑鐮旂┒欏圭洰錛?997騫村紑濮嬶紝1999騫?鏈堝凡緇欏嚭涓涓垵姝ョ害100欏電殑鎶ュ憡錛屽湪姝ゅ鍏跺彧浣滅畝鍗曚粙緇? 瀹冨皢kdd榪囩▼鍒嗕負涓嬪垪鍑犱釜姝ラ錛?BR><BR>銆銆1銆?business understanding錛氬湪榪涜鏁版嵁鎸栨帢浠誨姟鏃墮鍏堣浠庝紒涓氱殑瑙掑害鏉ヤ簡瑙ｄ換鍔＄殑鐩爣鍜岃姹傦紝鐒跺悗灝嗚繖浜涚洰鏍囧拰瑕佹眰浣撶幇鍦ㄦ暟鎹寲鎺樼殑闂瀹氫箟涓拰涓鴻揪鍒拌繖涓洰鏍囨墍璁捐鐨勫垵濮嬬殑璁″垝涓?BR><BR>銆銆2銆?data understanding錛氫簡瑙ｆ暟鎹鍏堜粠鏀墮泦鏁版嵁寮濮嬶紝涓轟繚璇佹暟鎹川閲忥紝涓哄鏁版嵁鐨勬繁鍒葷悊瑙ｅ拰涓虹瓫閫夊嚭鎰熷叴瓚ｆ暟鎹泦錛屽湪鍏舵繁鍒葷悊瑙ｆ暟鎹殑鍩虹涓婏紝搴斾笉鏂敹闆嗙浉綾諱技鐨勬暟鎹紝浠ヤ究褰㈡垚瀵繪壘闅愯棌淇℃伅鐨勫亣璁俱?BR><BR>銆銆3銆?data preparation錛氭暟鎹噯澶囬樁孌靛寘鎷粠鍒濆鐨勭矖鏁版嵁涓嶆柇褰㈡垚閫傚悎鏁版嵁鎸栨帢妯″瀷鐨勬渶鍚庢暟鎹殑鍏ㄨ繃紼嬶紝鍖呮嫭鏁版嵁琛ㄦ牸銆佽褰曘佸睘鎬х殑閫夋嫨錛屾暟鎹殑杞崲鍜屾暟鎹竻鐞嗐傝繖欏瑰伐浣滆澶氭瀹屾垚銆?BR><BR>銆銆4銆?modeling錛氬湪榪欓樁孌靛悇縐嶆暟鎹寲鎺樻柟娉曟ā鍨嬭閫夋嫨鍜屽簲鐢紱妯″瀷鐨勫弬鏁拌鏍″噯鍒版渶浣沖箋傛湁璁稿鏁版嵁鎸栨帢鏂規(guī)硶鍙傚簲鍚屼竴鏁版嵁綾誨瀷錛屾湁浜涙暟鎹寲鎺樻柟娉曞鏁版嵁鏈夌壒瀹氳姹傘傛湁鏃惰繖闃舵榪樹細榪斿洖鍒版暟鎹噯澶囬樁孌點?BR><BR>銆銆5銆?evaluation錛氫粠鏁版嵁鍒嗘瀽浜哄憳鐨勮鐐圭湅錛屾墍閫夋ā鍨嬫湁鐩稿綋楂樼殑璐ㄩ噺錛屽湪鏈鍚庡簲鐢ㄦ帹騫挎椂錛屽繀欏繪洿鍔犲交搴曞湴璇勪環(huán)榪欎釜妯″瀷錛岀湅鐪嬩負鏋勬垚璇ユā鍨嬫墍鎵ц鐨勫悇涓楠よ兘鍚﹁揪鍒頒紒涓氳姹傜殑鐩爣錛屾洿閲嶈鐨勬槸浼佷笟鐨勫叧閿棶棰樻湁娌℃湁鍏呭垎鑰冭檻鍒般?BR><BR>銆銆6銆?deployment錛氫竴鑸潵璇? 浜х敓鎸栨帢鐨勬ā鍨嬪茍涓嶆槸浠誨姟鐨勭粨鏉? 铏界劧鎸栨帢寰楀埌浜嗙煡璇?浣嗙煡璇嗛渶瑕佺粍緇囧拰鍛堢幇緇欑敤鎴?浣跨敤鎴峰彲浠ュ緢濂界敤榪欎簺鐭ヨ瘑銆傛槸鍚﹂噰鐢ㄥ拰鎺ㄥ箍浣跨敤榪欑妯″瀷涓鑸敱鐢ㄦ埛鏉ヨ繘琛屽喅瀹氾紝鑰屼笉鏄垎鏋愪漢鍛樻潵榪涜鍐沖畾銆?BR><BR><BR>銆銆閲囩敤鐨勫嚑縐嶆妧鏈?BR><BR><BR>銆銆鏍規(guī)嵁鏁版嵁閲囨帢鎵閲囩敤鐨勬妧鏈ぇ鑷村垎涓猴細緇熻鏂規(guī)硶銆佹満鍣ㄥ涔犳柟娉曘佺緇忕綉緇滄柟娉曞拰鏁版嵁搴撴柟娉曘傜粺璁℃柟娉曚富瑕佸寘鎷細鍥炲綊鍒嗘瀽錛堝鍏冨洖褰掋佽嚜鍥炲綊絳夛級銆佸垽鍒垎鏋愶紙璐濆彾鏂垽鍒佽垂姝囧皵鍒ゅ埆銆侀潪鍙傛暟鍒ゅ埆絳夛級銆佽仛綾誨垎鏋愶紙緋葷粺鑱氱被銆佸姩鎬佽仛綾葷瓑錛夈佹帰绱㈡у垎鏋愶紙涓誨厓鍒嗘瀽娉曘佺浉鍏沖垎鏋愭硶絳夛級銆佽礉鍙舵柉鏂規(guī)硶(璐濆彾鏂綉緇? 璐濆彾鏂垎綾誨櫒絳?銆傛満鍣ㄥ涔犱富瑕佸寘鎷細褰掔撼瀛︿範鏂規(guī)硶錛堝喅絳栨爲銆佽鍒欏綊綰熾侀潰鍚戝睘鎬х殑褰掔撼鏂規(guī)硶絳夛級銆佸熀浜庝簨渚嬬殑瀛︿範銆侀仐浼犵畻娉曠瓑, 紲炵粡緗戠粶鏂規(guī)硶銆傛暟鎹簱鏂規(guī)硶涓昏鏄緇存暟鎹垎鏋愭垨olap鏂規(guī)硶錛涙澶栬繕鏈夋ā緋婃柟娉?綺楃硻闆嗘柟娉曞拰鍙鍖栨柟娉曘傜敱浜庣瘒騫呮墍闄愶紝鏈枃浠呭氨鍑犵甯哥敤鐨勬暟鎹寲鎺樻妧鏈繘琛岃鏄庛?BR><BR>銆銆1銆?鍐崇瓥鏍戝綊綰蟲柟娉?BR><BR>銆銆鍦ㄦ暟鎹寲鎺樹腑鏈甯鎬嬌鐢ㄧ殑鏂規(guī)硶灝辨槸鍐崇瓥鏍戞柟娉?瀹冨睘浜庡綊綰沖涔犳柟娉曘傚畠鐨勫熀鏈兂娉曟槸錛氱粰涓緇勭敤灞炴ф弿榪扮殑璁粌渚嬶紝鐒跺悗鎸夊睘鎬э紙鍊鹼級鏋勯犱竴媯墊爲錛堜簩鍙夋垨澶氬弶鏍戯級錛屼粠鏍硅妭鐐瑰埌鍙惰妭鐐逛竴鏉¤鍒欙紝鍙惰妭鐐瑰氨鏄竴涓被錛岀敱榪欐５鏍戯紙鎴栫敱榪欐５鏍戝艦鎴愮殑瑙勫垯闆嗭級瀵瑰彟涓緇勬祴璇曚緥榪涜鍒嗙被錛堟垨錛夐嫻嬨傝繖媯墊爲灝辨槸鐭ヨ瘑銆?BR><BR>銆銆鍐崇瓥鏍戝綊綰蟲柟娉曚富瑕佹湁涓や釜闂錛氫竴鏄厛浠庡摢涓灞炴у線涓嬪垎鍙夛紝鏃㈢壒寰侀夋嫨闂錛堟垨縐板亸鍚戦棶棰橈級錛屼簩鏄浣曟瀯閫犱竴媯?濂?鐨勬爲錛堟爲鍓灊闂錛夈備負瑙ｅ喅鍓嶄竴闂鐮旂┒鍑鴻澶氭柟娉曪紱鏈鏈変唬琛ㄦх殑鏄痠d3錛堟敼榪涚殑c4.5, c5.0錛夛紝璇ユ柟娉曠敤淇℃伅鐔墊潵鎵懼嚭鏈澶у鐩?gain most information)浣滀負鏋勯犳爲鐨勪緷鎹傚壀鏋濅竴鑸鏉ユ湁涓ょ絳栫暐錛氬悜鍓嶅壀鏋濓紙forward pruning錛夊拰鍚戝悗鍓灊錛坆ackward pruning錛夈傝澶氫漢緇欏嚭鍚勭鍓灊鏂規(guī)硶錛岀┒绔熼噰鐢ㄤ粈涔堝壀鏋濇硶錛岃闂鑰屽畾銆?BR><BR>銆銆鍐崇瓥鏍戞柟娉曠殑浼樼偣鏄熷害蹇紝鐩磋鍙悊瑙ｏ紝鎵浠ヨ騫挎硾閲囩敤錛屼絾鐢變簬瀹冩槸褰掔撼瀛︿範鏂規(guī)硶錛屽畠鏈変袱涓急鐐癸細鏍戜笉鍞竴涓斾笉姘哥湡銆備竴鑸潵璇寸簿搴︿篃涓嶅お楂樸備負浜嗘彁楂樼簿搴︼紝榪戝勾鏉ュ彂灞曡搗鏉ョ殑bagging鍜宐oosting 鏂規(guī)硶鍙栧緱杈冨ソ鐨勬晥鏋溿傚湪閫夋嫨鐗瑰緛涓婁篃鏈変漢鎻愬嚭淇℃伅鐔典箣澶栫殑鏂規(guī)硶錛屼篃鏈変漢鎻愬嚭澶氬睘鎬ф柟娉曪紝鏍戝線涓嬪垎鍙変笉鏄敤涓涓睘鎬э紝鑰岀敤澶氫釜灞炴э紝鏃㈠灞炴э紙鍙橀噺錛夊喅絳栨爲銆?BR><BR>銆銆2銆?鍏寵仈瑙勫垯鐨勫彂鐜?BR><BR>銆銆鍏寵仈瑙勫垯鎸栨帢闂鐨勬彁鍑猴細鍦ㄥぇ鍨嬮浂鍞晢搴楁垨瓚呯駭甯傚満錛屽瓨鍌ㄤ簡澶ч噺鐨勯攢鍞褰曪紝榪欎簺閿鍞褰曞張縐頒負璐х鏁版嵁錛坆asket data錛夈傝揣綃暟鎹繚瀛樹簡欏懼鍦ㄤ竴嬈¤喘涔頒腑鎵娑夊強鐨勫晢鍝佺殑璇︽儏錛堝鍟嗗搧鍚嶇О銆佷環(huán)鏍箋佹暟閲忕瓑錛夛紝鎴戜滑縐頒箣涓轟簨鍔°傛暟鎹簱浠呭瓨澶ч噺鐨勪簨鍔★紝鍐崇瓥鑰呬滑鎯充粠榪欎簺鏁版嵁涓彂鐜版湁鐢ㄧ殑淇℃伅錛屾寚瀵間粬浠殑钀ラ攢媧誨姩銆傚湪榪欐牱鐨勫簲鐢ㄨ儗鏅笅錛屼駭鐢熶簡鍏寵仈瑙勫垯鎸栨帢綆楁硶錛岀敤鏉ヤ粠浜嬪姟鏁版嵁搴撲腑鍙戠幇鏈夊叧瀹㈡埛璐拱琛屼負鐨勭煡璇嗭紝欏懼璐拱涓浜涘晢鍝佷笌鍙︿竴浜涘晢鍝佺殑鍏崇郴錛岀О涔嬩負鍏寵仈瑙勫垯銆備互鍚庡叧鑱旇鍒欏張琚箍娉涘簲鐢ㄥ埌鍏朵粬棰嗗煙銆傚湪姝ゆ垜浠粙緇嶅叧鑱旇鍒欑殑涓浜涘畾涔夛紝瀵圭畻娉曚笉浣滀粙緇嶃?BR><BR>銆銆瀹氫箟1錛氬叧鑱旇鍒欐寲鎺樼殑浜嬪姟鏁版嵁搴撲負d錛?d涓殑姣忎釜鍏冪粍錛堢邯褰曪級縐頒負浜嬪姟t錛宒涓墍鏈夊睘鎬хО欏圭洰闆唅錛宨={i1,i2,...im} i 鏄竴涓」鐩?m鏄痙涓殑鎵鏈夐」鐩暟, 涓鏉′簨鍔鏄痠涓」鐩殑闆嗗悎錛屽嵆t i銆?BR><BR>銆銆瀹氫箟2: 浠繪剰鐨勯」鐩泦x鍜屼簨鍔鑻ユ弧瓚籌細t x錛屽垯縐頒簨鍔鍖呭惈欏圭洰闆唜銆?BR><BR>銆銆浠繪剰鐨勯」鐩泦y鍜屼簨鍔鑻ユ弧瓚籌細t y 錛屽垯縐頒簨鍔鍖呭惈欏圭洰闆唝 銆?BR><BR>銆銆鍦ㄨ秴綰у競鍦虹殑鍏寵仈瑙勫垯鎸栨帢闂涓」鐩泦鍙互鐪嬫垚涓涓垨澶氫釜鍟嗗搧鐨勯泦鍚堬紝涓庢煇欏懼涓嬈¤喘涔板搴旂殑浜嬪姟t鍖呭惈欏圭洰闆唜(鎴杫)錛屼篃灝辨槸璇磋欏懼鍦ㄨ繖嬈¤喘鐗╀腑璐拱浜嗛」鐩泦x(鎴杫)涓殑鎵鏈夊晢鍝併?BR><BR>銆銆瀹氫箟3: 鍏寵仈瑙勫垯鏄艦濡倄 y鐨勮鍒欙紝鍏朵腑x銆亂涓洪」鐩泦涓攛鈭﹜= 銆?BR><BR>銆銆琛ㄧず欏懼涓喘涔頒簡x涓殑鎵鏈夊晢鍝侊紝鍙堣喘涔頒簡y涓殑鎵鏈夊晢鍝併?BR><BR>銆銆瀹氫箟4:鑻ユ暟鎹簱d涓? s%鐨勪簨鍔″寘鍚玿鈭獃鍒欏叧鑱旇鍒檟 y鐨勬敮鎸佺巼涓簊%錛涜嫢鍖呭惈欏圭洰闆唜鐨勪簨鍔℃湁c%鐨勪篃鍖呭惈欏圭洰闆唝錛屽垯鍏寵仈瑙勫垯x y鐨勭疆淇″害涓篶%銆?BR><BR>銆銆3銆?綺楃硻闆?rough set)鐞嗚<BR><BR>銆銆綺楃硻闆?rough set)鐞嗚鏄竴縐嶆柊鍨嬬殑澶勭悊妯＄硦鍜屼笉紜畾鐭ヨ瘑鐨勬暟瀛﹀伐鍏楓傝嚜1982騫寸敱娉㈠叞鏁板瀹秔awlak棣栨鎻愬嚭浠ユ潵錛岀粡榪囧崄鍑犲勾鐨勭爺絀朵笌鍙戝睍錛屽凡緇忓湪鐞嗚鍜屽疄闄呭簲鐢ㄤ笂鍙栧緱浜嗛暱瓚崇殑榪涘睍錛岀壒鍒槸鐢變簬鍏崄騫翠唬鏈拰涔?jié)鍗侐q翠唬鍒濆湪鐭ヨ瘑鍙戠幇絳夐鍩熷緱鍒頒簡鎴愬姛鐨勫簲鐢ㄨ屽彈鍒板浗闄呬笂騫挎硾鍏蟲敞銆傜洰鍓嶏紝瀹冨凡緇忓湪浜哄伐鏅鴻兘銆佺煡璇嗗彂鐜般佹ā寮忚瘑鍒笌鍒嗙被銆佹晠闅滄嫻嬬瓑鏂歸潰寰楀埌浜嗚緝涓烘垚鍔熺殑搴旂敤銆傜矖緋欓泦鐞嗚鍏鋒湁涓浜涚嫭鐗圭殑瑙傜偣錛岃繖浜涜鐐逛嬌寰楃矖緋欓泦鐗瑰埆閫傚悎浜庤繘琛屾暟鎹垎鏋愩?綺楃硻闆嗙悊璁鴻涓虹煡璇嗙殑綺掑害鎬ф槸閫犳垚浣跨敤宸叉湁鐭ヨ瘑涓嶈兘綺劇‘鍦拌〃紺烘煇浜涙蹇電殑鍘熷洜銆?閫氳繃寮曞叆涓嶅彲鍖哄垎鍏崇郴浣滀負綺楃硻闆嗙悊璁虹殑鍩虹, 騫跺湪姝ゅ熀紜涓婂畾涔変簡涓婁笅榪戜技絳夋蹇? 綺楃硻闆嗙悊璁鴻兘澶熸湁鏁堝湴閫艱繎榪欎簺涓嶇簿紜蹇點傛湁浜嗕笂銆佷笅榪戜技鍜屼笉鍙垎鍏崇郴鐨勬蹇墊垜浠氨鑳藉瀹氫箟綰︾畝鍜屾牳榪欎袱涓kdd鏈夊緢澶т綔鐢ㄧ殑姒傚康銆傚拰妯＄硦闆嗗悎闇瑕佹寚瀹氭垚鍛橀毝灞炲害涓嶅悓, 綺楃硻闆嗙殑鎴愬憳鏄瑙傝綆楃殑, 鍙拰宸茬煡鏁版嵁鏈夊叧, 浠庤岄伩鍏嶄簡涓昏鍥犵礌鐨勫獎鍝嶃?BR><BR>銆銆4銆?璐濆彾鏂綉緇?BR><BR>銆銆鍏崄騫翠唬璐濆彾鏂綉緇滄垚鍔熷湴搴旂敤浜庝笓瀹剁郴緇燂紝鎴愪負琛ㄧず涓嶇‘瀹氭т笓瀹剁煡璇嗗拰鎺ㄧ悊鐨勪竴縐嶆柟娉曘備節(jié)鍗佸勾浠ｄ互鏉ワ紝鐮旂┒鑰呬滑榪涗竴姝ョ爺絀朵簡鐩存帴浠庢暟鎹腑瀛︿範騫剁敓鎴愯礉鍙舵柉緗戠粶鐨勬柟娉曪紝涓鴻礉鍙舵柉緗戠粶鐢ㄤ簬鏁版嵁閲囨帢鍜岀煡璇嗗彂鐜板紑杈熶簡鏂伴斿緞銆傝繖浜涙柊鐨勬柟娉曞拰鎶鏈繕鍦ㄥ彂灞曚箣涓紝浣嗗凡鍦ㄤ竴浜涙暟鎹緩妯￠棶棰樹腑鏄劇ず鍑轟護浜虹灘鐩殑鏁堟灉銆備笌鍏跺畠鐢ㄤ簬鏁版嵁閲囨帢鐨勮〃紺烘硶濡傝鍒欏簱銆佸喅絳栨爲銆佷漢宸ョ緇忕綉緇滅浉姣旓紝鍩轟簬璐濆彾鏂柟娉曠殑璐濆彾鏂綉緇滄湁濡備笅鐗圭偣錛氶傚悎澶勭悊涓嶅畬鏁存暟鎹泦闂錛屽彲浠ュ彂鐜版暟鎹棿鐨勫洜鏋滃叧緋伙紝鍙互緇煎悎鍏堥獙淇℃伅錛堥鍩熺煡璇嗭級鍜屾牱鏈俊鎭紝鍦ㄦ牱鏈毦浠ヨ幏寰楁垨鑰呬唬浠烽珮鏄傛椂鐗瑰埆鏈夌敤銆傚彲浠ラ瑙侊紝鍦ㄦ暟鎹噰鎺樺拰鐭ヨ瘑鍙戠幇涓紝璐濆彾鏂綉緇滃皢鎴愪負涓涓湁鍔涚殑宸ュ叿銆傝礉鍙舵柉緗戠粶鑷沖皯鍙互瑙ｅ喅濡備笅鍥涗釜鏂歸潰鐨勯棶棰樸傚叾涓鏄礉鍙舵柉緗戣兘澶熺湡姝ｅ湴澶勭悊鍏鋒湁涓嶅畬鏁寸殑鏁版嵁闆嗗悎錛涘叾浜屾槸璐濆彾鏂綉鑳藉鑾峰緱鍥犳灉鑱旂郴錛涘叾涓夋槸璐濆彾鏂綉鑳藉鏇存湁鏈哄拰鍏呭垎鍦扮粨鍚堝拰鍒╃敤宸叉湁鐨勭煡璇嗗拰瑙傛祴鏁版嵁榪涜瀛︿範鍜岄嫻嬶紱鍏跺洓鏄礉鍙舵柉緗戠粶緇撳悎鍏跺畠涓浜涙柟娉曞彲浠ユ湁鏁堝湴閬垮厤鏁版嵁鐨勮繃搴︽嫙鍚堛?/P></DIV><img src ="http://www.shnenglu.com/inwind/aggbug/1581.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.shnenglu.com/inwind/" target="_blank">inwind</a> 2005-12-07 10:39 <a href="http://www.shnenglu.com/inwind/articles/1581.html#Feedback" target="_blank" style="text-decoration:none;">鍙戣〃璇勮</a></div>]]></description></item><item><title>浠庝笁涓搴︾湅鏁版嵁鎸栨帢zzhttp://www.shnenglu.com/inwind/articles/1582.htmlinwindinwindWed, 07 Dec 2005 02:39:00 GMThttp://www.shnenglu.com/inwind/articles/1582.htmlhttp://www.shnenglu.com/inwind/comments/1582.htmlhttp://www.shnenglu.com/inwind/articles/1582.html#Feedback0http://www.shnenglu.com/inwind/comments/commentRss/1582.htmlhttp://www.shnenglu.com/inwind/services/trackbacks/1582.htmlhttp://cs.nju.edu.cn/people/zhouzh/zhouzh.files/publication/aij03.pdf
鎴戣寰楄繖綃囨枃绔犲彲浠ヨВ絳旀垜浠墠闈㈡彁鍒版暟鎹寲鎺樹笌鏈哄櫒瀛︿範鍜岀粺璁′箣闂寸殑鍏崇郴銆?br>涓轟簡緇欐病鏈夋椂闂磋鐨勪漢涓涓ぇ鐣ョ殑浜嗚В錛屾垜灝辨憳瑕佺炕璇戜竴涓嬶紙鍔犱簡鎴戠殑鐞嗚В錛?br>錛屽鏋滄湁鐤戞儜榪樿璇誨畬鍘熸枃鍚庡啀瀵逛粬鐨勬枃绔犱綔璇勮銆?br>錛堟湰鏂囦笉褰撲箣澶勶紝鏁鎸囧嚭錛屼負浜嗘垜錛屼篃涓轟簡澶у銆傦級

1.鏈枃浠嬬粛浜嗕粠DB錛圖atabase錛夈丮L錛坢achine learning錛夊拰ST錛圫tatistical錛?br>涓変釜瑙掑害鐮旂┒DM錛圖atamining錛夌殑鐗圭偣銆?br>榪欎釜鐗圭偣鏄疍B娉ㄩ噸鎸栨帢鐨別fficency鏁堢巼銆丮L娉ㄩ噸鎸栨帢鐨別ffectiveness鏁堟灉銆?br>ST娉ㄩ噸鎸栨帢鐨剉alidation鏈夋晥鎬с?br>
2.浠栫殑榪欎釜瑙傜偣鏄氳繃瀵逛笁鏈功鐨勮瘎榪版潵闃愭槑鐨?br>涓夋湰涔︽槸a.J.Han and M.Kamber's Datamining: Concepts and techniques
浠庢暟鎹簱瑙掑害鏉ュ啓鐨?br>b. I. H. Witten and E. Frank's Datamining:practical machine learning tools
and techniques with java implementations 浠庢満鍣ㄥ涔犺搴﹀啓鐨?br>c.D. Hand, H. Mannila, and P. Smyth, principles of Datammining
浠庣粺璁＄殑瑙掑害鍐欑殑銆?br>
3.璁ㄨ榪欎笁鏈功鐨勫啓浣滄濊礬涔嬪墠錛岃浜嗚ВDM璺烱DD錛坘nowledge discovery in databases)
鍏崇郴銆侶an鐨勪功鏄涓篋M絳夊悓浜嶬DD錛屾墍浠ユ暣鏈功浠庝粠涓涓暟鎹簱緋葷粺鐨勮搴︽潵鍐欙紝
娉ㄩ噸緋葷粺鐨勫畬鏁存у拰鏁堢巼銆傝涓哄湪鏁版嵁搴撲箣澶栫殑綆楁硶寰堝皯鑰冭檻鏁堢巼銆?Witten鐨勪功璁や負
DM鏄疜DD鐨勪竴涓幆鑺傦紝涔︿腑鍏蟲敞綆楁硶錛屾墍浠ユ洿娉ㄩ噸瀹為檯搴旂敤鏁堟灉銆傝孒and鐨勪功浠?br>璁や負DM鏄疜DD鐨勪竴涓牳蹇冪幆鑺傦紝浠庢暟瀛﹁搴︼紝鏇存敞閲嶆暟鎹寲鎺樼殑鏈夋晥鎬с?br>鍏充簬DM璺烡B銆丮L鍜孲T鐨勫叧緋伙紝DB璺烡M銆丮L銆丼T鐨勫尯鍒槸鏄庢樉鐨勶紝鑰孧L銆丼T璺烡M鐨勫尯鍒?br>鍦ㄤ簬data volume bing processed錛堟暟鎹噺錛燂紞GzLi錛夛紝ML璺烻T鐨勫尯鍒槸
鐮旂┒鏂規(guī)硶棰嗗煙鐨勪笉鍚岋紝ML鐞嗚涓庡疄璺電粨鍚堬紝ST姣旇緝娉ㄩ噸鐞嗚銆備絾鏄疭T鍦ㄦ暟鎹寲鎺樹腑
榪樻槸鍗犳湁閲嶈鍩虹鍦頒綅鐨勩?br>
4.瀵逛簬涓夋湰涔︼紝鍛ㄨ涓篽an鐨勪功閫傚悎浣滄暀鏉愶紝witten鐨勪功閫傚悎鍋氫富瑕佽鐗╋紝鑰?br>hand鐨勪功鏄珮綰ц鐗┿?br>
5.鍙粠榪欎笁鏈功灝卞緱鍑轟笂榪拌鐐癸紝鏈変簺涓嶅厖鍒嗭紝浣嗘槸鏄竴涓皾璇曘?br>

inwind 2005-12-07 10:39 鍙戣〃璇勮
]]> 久久精品中文闷骚内射| 青青草国产精品久久久久| 久久久久国产成人精品亚洲午夜| 国产高潮国产高潮久久久91 | 久久男人Av资源网站无码软件| 色诱久久久久综合网ywww| 久久久久久综合一区中文字幕 | 精品熟女少妇AV免费久久| AV无码久久久久不卡蜜桃| 99热精品久久只有精品| 99久久做夜夜爱天天做精品| 2021少妇久久久久久久久久| 久久精品中文字幕一区| 亚洲AV无码久久精品蜜桃| 亚洲国产精品婷婷久久| 久久人人爽人人爽人人片AV东京热 | 无码精品久久一区二区三区| 久久国产乱子伦免费精品| 亚洲国产成人久久精品99| 久久久久免费精品国产| 伊人久久综合无码成人网| 精品久久人人妻人人做精品| 久久综合亚洲欧美成人| 无码国内精品久久人妻麻豆按摩 | 亚洲精品tv久久久久| 91久久国产视频| 久久er热视频在这里精品| 国产成人精品综合久久久| 久久这里只有精品视频99| 青青青青久久精品国产h| 久久精品人人做人人爽电影蜜月| 久久国产综合精品五月天| 婷婷久久综合九色综合98| 久久99精品久久久久久久久久| 国产一区二区久久久| 无码人妻久久一区二区三区蜜桃| 久久99精品久久久久久噜噜| 999久久久国产精品| 国产激情久久久久影院老熟女| 国产婷婷成人久久Av免费高清| 狠狠色丁香久久婷婷综合五月|