89 lines
3.6 KiB
TeX
89 lines
3.6 KiB
TeX
\section{Critiques}
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%–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
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\subsection{Avantages}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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\begin{frame}{\bititle\\Critiques / Avantages}
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\begin{columns}\begin{column}{.5\textwidth}
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\begin{itemize}
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\item<1-> stabilité hors marge
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\item<2-> régression / classification
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\item<3-> alternative réseau neurones
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\item<4-> précision séparation nette
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\item<5-> capture relation complexe
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\item<6-> grand nombre dimensions
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\item<7-> dimensions > éléments
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\item<8-> capacité régularisation
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\item<9-> économie vecteurs support
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\item<10-> non linéaire → f noyau
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\item<11-> large choix f noyau
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\item<12-> combinaison f noyau
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\item<13-> algos grands datasets
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\end{itemize}
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\end{column}\begin{column}{.5\textwidth}
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\only<1>{\imgh{0}{19}{stable}}
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\only<2>{\imgh{0}{19}{classreg}}
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\only<3>{\imgh{0}{8}{nn}}
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\only<4>{\imgh{0}{13.5}{vast}}
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\only<5>{\imgh{0}{11.5}{complex}}
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\only<6>{\imgh{0}{11.5}{3d}}
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\only<7>{\imgh{0}{11.5}{tiny}}
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\only<8>{\imgh{0}{13.5}{fitting}}
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\only<9>{\imgh{0}{13.5}{ram}}
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\only<10>{\imgh{0}{19}{nonlinear}}
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\only<11>{\imgh{0}{16}{functions}}
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\only<12>{\imgh{0}{13.5}{hyperplanes}}
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\only<13>{\imgh{0}{10}{new}}
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\end{column}\end{columns}
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\end{frame}
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%–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
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\subsection{Inconvénients}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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\begin{frame}{\bititle\\Critiques / Inconvénients}
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\begin{columns}\begin{column}{.5\textwidth}
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\begin{itemize}
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\item<1-> choix fonction noyau
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\item<2-> mémoire vecteurs support
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\item<3-> identification paramètres
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\item<4-> temps entraînement
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\item<5-> coût calculs probabilité
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\item<6-> interprétation humaine
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\item<7-> effet boîte noire
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\end{itemize}
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\end{column}\begin{column}{.5\textwidth}
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\only<1>{\imgh{0}{14}{kernels}}
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\only<2>{\imgh{1.5}{11}{pacram}}
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\only<3>{\imgh{1.75}{10.5}{grid}}
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\only<4>{\imgh{1.5}{11}{time}}
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\only<5>{\imgh{0.5}{13}{load}}
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\only<6>{\imgh{1.75}{10.5}{model}}
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\only<7>{\imgh{0.85}{13.5}{box}}
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\end{column}\end{columns}
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\end{frame}
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%–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
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\subsection{Limitations}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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\begin{frame}{\bititle\\Critiques / Limitations}
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\begin{columns}\begin{column}{.5\textwidth}
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\begin{itemize}
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\item<1-> recouvrements
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\item<2-> normalisations
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\item<3-> multi-classes
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\end{itemize}
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\end{column}\begin{column}{.5\textwidth}
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\only<1>{\imgh{2.6}{12.5}{overlap}}
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\only<2>{\imgh{3.9}{10}{normalization}}
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\only<3>{\imgh{0}{19}{multiclass}}
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\end{column}\end{columns}
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\end{frame}
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