7-classification-SVM

3ag0 0 6 29 3 x1 statistics

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Unformatted text preview: 000 [7,] 0.7602173 ... x2 -1.35639070 -0.32358817 0.69120675 -0.89631405 -0.93986684 0.19888155 0.31740166 67-8#,$ s=21 T).;-&0'$F'<$0&' 0"##$%&'G)*&$%0',%)' :$"/9)9',&'-1'$%'1U a Statistics 503, Spring 2013, ISU 14 67-8#,$ -1 0 x2 1 2 3 x x x xx xx x xx xxx x xx xx xx x x x xx x x xx xx xx x x x x x xx x x x x x x xx xx x xx xx x xx x x xx x x x x xx x x x x x x o xo o xx x x o xx xx o o oo x x x x xx o o o ooo o o oo oo o o oo o ooooooo o oo oo o o x oo o ooooo oooooo o oo ooo o o x x o oo o o o oo o o ooo o oo o oo o x o oo oo o x x -2 -1 0 1 2 x x !(+'%)0"3& 1$"/9,%2'0&.33'-,3F' 6,2'&-%$";-'&-)' N/),%32',';,#O 3 x1 Statistics 503, Spring 2013, ISU 15 67-8#,$ -1 0 x2 1 2 3 x x x xx xx x xx xxx x xx xx xx x x x xx x x xx xx xx x x x x x xx x x x x x x xx xx x xx xx x xx x x xx x x x x xx x x x x x x ox x x xo o x o xx o o oo oo x xxx x oo oo o oo xx x oo o o o oo o ooooooo o oo oo o o x oo o o ooooo ooo oo o oo ooo o o x x o oo o o o oo o o ooo o oo o oo o x o oo oo o x x -2 -1 0 1 x x 2 J-%))'#$./&0',%)' ,*&",3'0"##$%&' G)*&$%0?'<,/,;./;' &-)':$"/9,%2 3 x1 Statistics 503, Spring 2013, ISU 16 67-8#,$ -1 0 x2 1 2 3 x x x xx xx x xx xxx x xx xx xx x x x xx x x xx xx xx x x x x x xx x x x x x x xx xx x xx xx x xx x x xx x x x x xx x x x x x x o xo o xx x x o xx xx o o oo x x x x xx o o o ooo o o oo oo o o oo o ooooooo o oo oo o o x oo o ooooo oooooo o oo ooo o o x x o oo o o o oo o o ooo o oo o oo o x o oo oo o x x -2 -1 0 1 2 x x !3,*A'G)*&$%0?' #$./&0'&-,&',%)' 6.&-./'&-)'<,%;./?' $%':)2$/9'&-)' <,%;./ 3 x1 Statistics 503, Spring 2013, ISU 17 912:,'2$-%,4*($#-%-5,$ V)%/)3'F"/*&.$/0'6%,#'x, <$9.F2./;'&-)' $#&.<.>,&.$/?''/$6'<,=.<.>) '''''''''''''''''''''''''''''''''''1T ! - !TH! 0":I)*&'&$'''''! ! 0, !Ty=0, 6-)%)'''''''''''Hij=yiyj K(xi , xj), i,j=1, ..., n Kernel function Statistics 503, Spring 2013, ISU 18 +18812*;$%2$,( K(xi , xj) !"#$ ,+-.'+#*"- %&'()*+' (||xi Txj||+d)p /"&00*"'12"3*"-1...
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This note was uploaded on 02/06/2014 for the course STAT 503 taught by Professor Staff during the Fall '08 term at Iowa State.

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