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. . ,. U n n n . CM L S n T . - - - 1st distinction: Inductive / Transductive

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- . - , , - - , g u - -, We d b hs - -, M T L IC r C UT n . - , lcad n - -, - - . n L n - - -, - , tpyuio m vU 2 19 2nd distinction for inductive: how to incorporate unlabelled data

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. - 20 20 - . . . ,, - , . - . M d f eL b ah cg M G L M T C - (- 2 ) 2nd distinction for transductive: which stage of learning process

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1 , 2 0 s]h bea n Y R C D 2 0 5 k om n .-0 0 su p j M gi d T n . 1 0 19 2 2 n [L n C 01 f c wy 2 2 5 2 l M v n C 01 f c rt n 2 0 ). 1 1 - -( 1 - -( 24

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, 1 : 2 : 3 0 C 3 :01 :: 0 02 n 2 0: d bL n l yd bg iM n evhu s d N H wki “ n lrf o 3 :01 :: bT b n -- I . 3 :01 : : 0 3 2 C 3 : 0 3 3 0: D , D n h l d i - a g n o e b ip n D 0 3 ptmfsPa cb ). 1 1 - -( 1 - -( 25

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1 . 1 - 1, - i 1 , b n t 1 , i C n - jrw o n 1 - y C ➤ 1 n -1 - e 1 f n L ni 1 e i fc e n - 1 1 , i a h , f 1 i f z n gTg gd i f n f n flumusv M f n - - . 1 - 26

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., . n d C i Sg cABg L M c n E . . Cag T e : . . hb B n n . : . . . . . n . . . 27

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2 - 2 - , s T - - -, t i g - -, - 2- - o LT n v lx - -, d cabh L 2 -22-, 2- w LNnrGy n - u N - - -, 2- M C e fxLNn T n - , ➤ 2 ,- n - -, - , ➤ - mp n . 2, ➤ . 2, n - - - ,-2 - . 29

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, ) - . n . n . - n - n . , . . . n . - - U MM C n ( L T C , . . . . - n . - - . P CR n - 2 - 35

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