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# LaTeX2HTML 2008 (1.71)
# Associate images original text with physical files.
$key = q/displaystyleP(C|F_1,F_2,ldots,F_n)=frac{P(C)P(F_1,F_2,ldots,F_n|C)}{P(F_1,F_2,ldots,F_n)};MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="342" HEIGHT="55" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img1.png"
ALT="$\displaystyle P(C \vert F_1, F_2, \ldots, F_n)
= \frac{P(C)P(F_1, F_2, \ldots, F_n \vert C)}{P(F_1, F_2, \ldots, F_n)} \\\\
$">|;
$key = q/displaystyle-lg(sum_jcountC_j,F_i))]);MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="166" HEIGHT="53" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img16.png"
ALT="$\displaystyle - \lg (\sum_j count C_j, F_i))])$">|;
$key = q/displaystyleP(C|F_1ldotsF_n)=P(C)[prod_{i=0}^nP(F_i|C)];MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="254" HEIGHT="62" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img8.png"
ALT="$\displaystyle P(C \vert F_1\ldots F_n) = P(C) [\prod_{i=0}^n P(F_i \vert C) ]$">|;
$key = q/displaystyleforalli,zeta_ige0;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="67" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img24.png"
ALT="$\displaystyle \forall i, \zeta_i \ge 0$">|;
$key = q/displaystyleforalli,y_i(vec{x}_i^Tcdotvec{B}+B0)ge1-zeta_i;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="195" HEIGHT="39" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img25.png"
ALT="$\displaystyle \forall i, y_i (\vec{x}_i^T \cdot \vec{B} + B0) \ge 1 - \zeta_i $">|;
$key = q/displaystylef(vec{B},B_0)={vec{x}|vec{x}^Tcdotvec{B}+B_0=0};MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="227" HEIGHT="39" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img22.png"
ALT="$\displaystyle f(\vec{B}, B_0) = \{\vec{x} \vert \vec{x}^T \cdot \vec{B} + B_0 = 0\}$">|;
$key = q/{figure*}tabular{{{|l}*{20}{|c}|r|}hlinemulticolumn{4}{|c|}{Testconfigurations}&ximum&Presence&0.43&0.41&0.38&0.34&0.30&0.56hlinetabular{{{{figure*};FSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="671" HEIGHT="270" BORDER="0"
SRC="|."$dir".q|img28.png"
ALT="\begin{figure*}
\begin{tabular}{{\vert l}*{20}{\vert c}\vert r\vert}
\hline
\...
...3 &amp; 0.41 &amp; 0.38 &amp; 0.34 &amp; 0.30 &amp; 0.56 \\\\
\hline
\end{tabular}
\end{figure*}">|;
$key = q/displaystyleP(F_i|C,F_jldotsF_k)=P(F_i|C);MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="205" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img7.png"
ALT="$\displaystyle P(F_i \vert C, F_j\ldots F_k) = P(F_i \vert C)$">|;
$key = q/displaystyleldots;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="22" HEIGHT="31" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img5.png"
ALT="$\displaystyle \ldots$">|;
$key = q/C;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="16" HEIGHT="15" ALIGN="BOTTOM" BORDER="0"
SRC="|."$dir".q|img13.png"
ALT="$ C$">|;
$key = q/displaystylefrac{1}{2}|vec{B}|^2+Csum_izeta_i;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="117" HEIGHT="50" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img23.png"
ALT="$\displaystyle \frac{1}{2} \vert\vec{B}\vert^2 + C\sum_i \zeta_i$">|;
$key = q/displaystyle=P(C)P(F_1|C)P(F_2|C,F_1)P(F_3,F_4,ldots,F_n|C,F_1,F_2)dollar;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="386" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img4.png"
ALT="$\displaystyle = P(C)P(F_1 \vert C)P(F_2 \vert C, F_1)P(F_3, F_4, \ldots, F_n \vert C, F_1, F_2) \ $">|;
$key = q/displaystyleC^*=operatorname*{arg,max}_CP(C|F_1...F_n);MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="194" HEIGHT="38" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img14.png"
ALT="$\displaystyle C^* = \operatorname*{arg max}_C P(C \vert F_1...F_n)$">|;
$key = q/count(C,F_j);MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="91" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img11.png"
ALT="$ count(C, F_j)$">|;
$key = q/F_j;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="21" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img12.png"
ALT="$ F_j$">|;
$key = q/displaystyleP(C)P(F_1,F_2,ldots,F_n|C)dollar;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="179" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img2.png"
ALT="$\displaystyle P(C)P(F_1, F_2, \ldots, F_n \vert C)\ $">|;
$key = q/displaystylefrac{(1+count(C,F_i))}{sum_icount(C_j,F_i))};MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="133" HEIGHT="55" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img10.png"
ALT="$\displaystyle \frac{(1+count(C, F_i))}{\sum_i count(C_j, F_i))}$">|;
$key = q/displaystyleP(F_i|F_jldotsF_k)=F(F_i);MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="169" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img6.png"
ALT="$\displaystyle P(F_i \vert F_j\ldots F_k) = F(F_i)$">|;
$key = q/displaystyle=P(C)P(F_1|C)P(F_2,F_3,ldots,F_n|C,F_1)dollar;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="279" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img3.png"
ALT="$\displaystyle = P(C)P(F_1 \vert C)P( F_2, F_3, \ldots, F_n\vert C, F_1) \ $">|;
$key = q/{figure*}tabular{{{|l}*{11}{|c}|r|}hlinemulticolumn{4}{|c|}{Testconfigurations}&&0.64&0.57&0.60&-&-&-&0.62&0.66&0.64hlinetabular{{{{figure*};MSF=1.6;FSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="798" HEIGHT="747" BORDER="0"
SRC="|."$dir".q|img26.png"
ALT="\begin{figure*}
\begin{tabular}{{\vert l}*{11}{\vert c}\vert r\vert}
\hline
\...
....60 &amp; - &amp; - &amp; - &amp; 0.62 &amp; 0.66 &amp; 0.64 \\\\
\hline
\end{tabular}
\end{figure*}">|;
$key = q/c;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="11" HEIGHT="17" ALIGN="BOTTOM" BORDER="0"
SRC="|."$dir".q|img21.png"
ALT="$ c$">|;
$key = q/P(c|d);MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="48" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img17.png"
ALT="$ P(c\vert d)$">|;
$key = q/displaystyleP(c|d)=frac{1}{Z(d)}exp(sum_i(lambda_{i,c}F_{i,c}(d,c)));MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="264" HEIGHT="50" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img18.png"
ALT="$\displaystyle P(c\vert d) = \frac{1}{Z(d)} \exp(\sum_i(\lambda_{i,c} F_{i,c}(d,c)))$">|;
$key = q/f_i;MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="17" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img20.png"
ALT="$ f_i$">|;
$key = q/{figure*}tabular{{{|l}*{8}{|c}|r|}hlinemulticolumn{4}{|c|}{Testconfigurations}&mximum&Presence&0.44&0.43&0.41&0.37&0.32&0.56hlinetabular{{{{figure*};FSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="671" HEIGHT="270" BORDER="0"
SRC="|."$dir".q|img27.png"
ALT="\begin{figure*}
\begin{tabular}{{\vert l}*{8}{\vert c}\vert r\vert}
\hline
\m...
...4 &amp; 0.43 &amp; 0.41 &amp; 0.37 &amp; 0.32 &amp; 0.56 \\\\
\hline
\end{tabular}
\end{figure*}">|;
$key = q/displaystyleC^*=operatorname*{arg,max}_C(P(C)+sum_i[F_i(lgcount(C,F_i);MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="313" HEIGHT="49" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img15.png"
ALT="$\displaystyle C^* = \operatorname*{arg max}_C (P(C) + \sum_i [F_i (\lg count (C, F_i)$">|;
$key = q/P(Fi|C);MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="64" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img9.png"
ALT="$ P(Fi \vert C)$">|;
$key = q/{figure*}tabular{{{|l}*{20}{|c}|r|}hlinemulticolumn{4}{|c|}{Testconfigurations}&ximum&Presence&0.45&0.45&0.42&0.38&0.32&0.57hlinetabular{{{{figure*};FSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="671" HEIGHT="270" BORDER="0"
SRC="|."$dir".q|img29.png"
ALT="\begin{figure*}
\begin{tabular}{{\vert l}*{20}{\vert c}\vert r\vert}
\hline
\...
...5 &amp; 0.45 &amp; 0.42 &amp; 0.38 &amp; 0.32 &amp; 0.57 \\\\
\hline
\end{tabular}
\end{figure*}">|;
$key = q/lambda_{i,c};MSF=1.6;AAT/;
$cached_env_img{$key} = q|<IMG
WIDTH="28" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="|."$dir".q|img19.png"
ALT="$ \lambda_{i,c}$">|;
1;
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