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绉戞妧璩﹁兘杈�(n贸ng)妤�(y猫)鍓�(chu脿ng)鏂�锛佷笂娴蜂繚鍦ｆ敎鎵嬬寤虹渷杈�(n贸ng)绉戦櫌闁嬪暉鎰熷畼鏅鸿兘妾㈡脯(c猫)鏂扮瘒绔�
鐧�(f膩)甯冩棩鏈燂細2025-03-05 鐎忚娆℃暩(sh霉)锛�96
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鍦ㄨ静(n贸ng)妤�(y猫)绉戠爺闋�(l菒ng)鍩�锛岀簿婧�(zh菙n)妾㈡脯(c猫)鎶€琛�(sh霉)鏄帹鍕�(d貌ng)鍝佽唱(zh矛)鍗囩礆(j铆)鐨勯棞(gu膩n)閸�銆傝繎鏃ワ紝涓婃捣淇濆湥瀵�(sh铆)妤�(y猫)鐧�(f膩)灞曟湁闄愬叕鍙告妧琛�(sh霉)鍦�(tu谩n)闅�(du矛)璧伴€�(j矛n)绂忓缓鐪佽静(n贸ng)妤�(y猫)绉戝(xu茅)闄�锛屽畬鎴愪簡闆诲瓙榧昏垏璩�(zh矛)妲�(g貌u)鍎€鐨勫畨瑁濊垏绯荤当(t菕ng)鍩硅〒(x霉n)銆傞€欏牬绉戞妧鑸囪静(n贸ng)妤�(y猫)鐨勬繁搴︾鎾�锛屾(bi膩o)蹇楄憲绂忓缓鐪佽静(n贸ng)绉戦櫌鍦ㄩ鍝侀ⅷ(f膿ng)鍛冲垎鏋�銆佽静(n贸ng)鐢�(ch菐n)鍝佸搧璩�(zh矛)鎺у埗绛夐牁(l菒ng)鍩熼倎鍏ユ櫤鑳藉寲鏂伴殠娈碉紒

涓€銆佷繚鍦ｆ劅瀹樻娓�(c猫)鎶€琛�(sh霉)锛氱‖鏍哥鎶€鍔╁姏绉戠爺绐佺牬

1. 鎶€琛�(sh霉)鍎�(y艒u)鍕�(sh矛)锛氫豢鐢熸劅瀹樼殑“瓒呯礆(j铆)澶ц叇”

   涓婃捣淇濆湥鐨勯浕瀛愰蓟閲囩敤浠跨敓瀛�(xu茅)瑷�(sh猫)瑷�(j矛)锛岄€氶亷鍌虫劅鍣ㄩ櫍鍒�妯℃摤浜洪鍡呰鑸囧懗瑕虹郴绲�(t菕ng)锛岀祼(ji茅)鍚�澶氬厓鏁�(sh霉)鐞嗙当(t菕ng)瑷�(j矛)鑸�AI绠楁硶锛屽彲蹇€熻瓨(sh铆)鍒ユ埃楂旀垚鍒嗙壒寰�銆備緥濡傦細

    闆诲瓙榧�锛氭惌杓夐珮闈堟晱搴﹀偝鎰熷櫒锛屽彲绮炬簴(zh菙n)鎹曟崏杈�(n贸ng)鐢�(ch菐n)鍝佹彯鐧�(f膩)鎬х墿璩�(zh矛)锛屽闇夎畩鐕曢亥鐨勭暟鍛炽€侀杈涙枡鐨勭崹(d煤)鐗归姘ｇ瓑锛�

   璩�(zh矛)妲�(g貌u)鍎€锛�鍏锋湁鍔熻兘銆佹搷浣�銆佹娓�(c猫)銆侀仼鐢ㄨ寖鍦嶇瓑澶氭柟闈㈠劒(y艒u)榛�(di菐n)锛岃兘鐐哄闋�(l菒ng)鍩熺殑鐮旂┒鍜岀敓鐢�(ch菐n)鎻愪緵鏈夊姏鏀寔

2. 绮炬簴(zh菙n)楂樻晥锛氬緸瀵�(sh铆)椹�(y脿n)瀹ゅ埌鐢�(ch菐n)妤�(y猫)鍖栫殑姗嬫

   淇濆湥瑷�(sh猫)鍌欎互蹇€熸娓�(c猫)銆侀珮閲嶅京(f霉)鎬ц憲绋�銆備互瑗垮崡澶у(xu茅)鐜嬫椽闇炲湗(tu谩n)闅�(du矛)鐨勭爺绌剁偤渚嬶紝闆诲瓙榧诲儏闇€30鍒嗛悩骞宠　鏅�(sh铆)闁�锛屽嵆鍙€氶亷涓绘垚鍒嗗垎鏋愶紙PCA锛夊崁(q奴)鍒嗕笉鍚屽寘瑁濇潗鏂欑殑鐑归＊姘ｅ懗宸暟锛屽姪鍔涢鍝佸寘瑁濈爺鐧�(f膩)銆傛娆＄偤绂忓缓鐪佽静(n贸ng)绉戦櫌閮ㄧ讲鐨勮ō(sh猫)鍌�锛屽皣鐩存帴鎳�(y墨ng)鐢ㄤ簬鐗硅壊杈�(n贸ng)鐢�(ch菐n)鍝侊紙濡傝尪钁夈€侀鐢ㄨ弻锛夌殑鍝佽唱(zh矛)鍒嗙礆(j铆)鑸囧姛鑳芥€ч鍝侀枊鐧�(f膩)锛岀偤绉戠爺鎴愭灉杞�(zhu菐n)鍖栨彁渚涙暩(sh霉)鎿�(j霉)鏀拹銆�

浜�銆佸皥妤�(y猫)鏈嶅嫏(w霉)锛氬緸瀹夎鍒板煿瑷�(x霉n)鐨勫叏娴佺▼璀�(h霉)鑸�

1. 瀹氬埗鍖栧畨瑁濓細璨煎悎绉戠爺闇€姹傜殑瑙ｆ焙鏂规

   淇濆湥宸ョ▼甯湗(tu谩n)闅�(du矛)鏍规摎(j霉)鐮旂┒鏂瑰悜锛堝杈�(n贸ng)鐢�(ch菐n)鍝侀ⅷ(f膿ng)鍛崇墿璩�(zh矛)瑙ｆ瀽銆佽帛钘忛亷绋嬪搧璩�(zh矛)鐩�(ji膩n)鎺э級锛屽劒(y艒u)鍖栬ō(sh猫)鍌欏弮鏁�(sh霉)閰嶇疆锛屽苟鐝�(xi脿n)鍫存紨绀烘ǎ鍝佸埗鍌�銆佹暩(sh霉)鎿�(j霉)閲囬泦鑸囧垎鏋愭祦绋嬶紝纰轰繚瑷�(sh猫)鍌欒垏瀵�(sh铆)椹�(y脿n)瀹ょ従(xi脿n)鏈夐珨绯荤劇绺姕鎺�銆�

2. 娣卞害鍩硅〒(x霉n)锛氳肠鑳界鐮斿湗(tu谩n)闅�(du矛)鎶€琛�(sh霉)钀藉湴

   鍩硅〒(x霉n)鍏�(n猫i)瀹规兜钃嬶細

    鎿嶄綔瀵�(sh铆)鍕�(w霉)锛氬剙鍣ㄦ牎婧�(zh菙n)銆佸偝鎰熷櫒缍(h霉)銆佽粺浠舵搷浣滐紱

    鏁�(sh霉)鎿�(j霉)鍒嗘瀽锛氫富鎴愬垎鍒嗘瀽锛�PCA锛�銆佺窔鎬у垽鍒ュ垎鏋愶紙LDA锛夌瓑澶氬厓绲�(t菕ng)瑷�(j矛)鏂规硶鐨勬噳(y墨ng)鐢紱

   - 妗堜緥瑙ｆ瀽锛氱祼(ji茅)鍚堜繚鍦ｅ湪**鏂板笇鏈涢泦鍦�(tu谩n)**椋兼枡棰�(f膿ng)鍛冲劒(y艒u)鍖�銆佷腑绉戦櫌鑷嫊(d貌ng)鍖栨墍**杈�(n贸ng)鐢�(ch菐n)鍝侀憭鍒ョ瓑闋�(xi脿ng)鐩殑缍�(j墨ng)椹�(y脿n)锛屾彁渚涘(sh铆)鎴�(zh脿n)鎸囧皫(d菐o)銆�

涓�銆佺鎶€鑸堣静(n贸ng)锛氱偤浣曢伕鎿囦繚鍦�锛�

1. 鍦嬬敘(ch菐n)鍎€鍣ㄧ殑“闅卞舰鍐犺粛”

   涓婃捣淇濆湥娣辫€曟劅瀹樻娓�(c猫)闋�(l菒ng)鍩熷崄浣欏勾锛岀敘(ch菐n)鍝佽钃�**闆诲瓙榧�銆侀浕瀛愯垖銆佽唱(zh矛)妲�(g貌u)鍎€绛夛紝鏈嶅嫏(w霉)瀹㈡埗鍖呮嫭锛氭睙鍗楀ぇ瀛�(xu茅)銆佷腑鍦嬭棩绉戝ぇ瀛�(xu茅)銆佹柊甯屾湜闆嗗湗(tu谩n)绛夐爞灏栨(j墨)妲�(g貌u)锛岀疮瑷�(j矛)瑁濇(j墨)閲忚秴鍗冭嚭(t谩i)銆傚叾瑷�(sh猫)鍌欎互楂樻€у児(ji脿)姣斻€佹湰鍦熷寲鏈嶅嫏(w霉)鍎�(y艒u)鍕�(sh矛)锛屾墦鐮撮€�(j矛n)鍙ｅ剙鍣ㄥ鏂�锛屽姪鍔涘湅鐢�(ch菐n)绉戠爺瑁濆倷宕涜捣銆�

2. 鍏ㄧ敘(ch菐n)妤�(y猫)閺堟噳(y墨ng)鐢ㄥ牬鏅�

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    鐢�(ch菐n)鍝佺爺鐧�(f膩)锛氬劒(y艒u)鍖栭＜鏂欓厤鏂�銆侀杈涙枡瑾�(di脿o)閰嶅伐钘�锛�

    鍝佺墝淇濊(h霉)锛氶€氶亷棰�(f膿ng)鍛虫寚绱嬪湒璀�锛屽(sh铆)鐝�(xi脿n)鐢�(ch菐n)鍝佹函婧愯垏闃插伣銆�

鍥�銆佸睍鏈涳細鏅鸿兘妾㈡脯(c猫)椹�(q奴)鍕�(d貌ng)杈�(n贸ng)妤�(y猫)鏈締

闅ㄨ憲绂忓缓鐪佽静(n贸ng)绉戦櫌鑸囦笂娴蜂繚鍦ｇ殑娣卞害鍚堜綔锛屾湭渚嗗皣鍦ㄤ互涓嬮牁(l菒ng)鍩�?q奴)宕縁(xi脿n)绐佺牬锛�

鐗硅壊杈�(n贸ng)鐢�(ch菐n)鍝佹(bi膩o)婧�(zh菙n)鍒跺畾锛氬缓绔嬭尪钁�銆佹灉钄瓑棰�(f膿ng)鍛虫暩(sh霉)鎿�(j霉)搴�锛屾帹鍕�(d貌ng)鍦扮悊妯�(bi膩o)蹇楃敘(ch菐n)鍝佽獚(r猫n)璀�锛�

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绲�(ji茅)瑾�

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