conclusion,lf
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\import{principles}
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\import{principles}
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\import{examples}
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\import{examples}
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\import{critics}
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\import{critics}
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%–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
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\import{conclusion}
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\section{Conclusion}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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\begin{frame}{\bititle\\Conclusion}
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\end{frame}
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%–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
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%–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
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\section{Questions}
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\section{Questions}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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cnam/travaux/probatoire/présentation/conclusion.tex
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cnam/travaux/probatoire/présentation/conclusion.tex
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%–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
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\section{Conclusion}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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\begin{frame}{\bititle\\Conclusion}
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\end{frame}
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\begin{frame}{\bititle\\Exemples / Linéaire / Large}
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\begin{frame}{\bititle\\Exemples / Linéaire / Large}
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\begin{center}
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\begin{center}
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\only<1>{Dataset très bien distribué
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\only<1>{Dataset très bien distribué\\
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\\
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\imgbig{ex-linear-plot}}
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\imgbig{ex-linear-plot}}
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\only<2>{Séparation à Vaste Marge très nette
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\only<2>{Séparation à Vaste Marge très nette\\
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\\
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\imgbig{ex-linear-svm}}
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\imgbig{ex-linear-svm}}
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\end{center}
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\end{center}
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\begin{frame}{\bititle\\Exemples / Linéaire / Souple}
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\begin{frame}{\bititle\\Exemples / Linéaire / Souple}
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\begin{center}
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\begin{center}
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\only<1>{Anomalies dans le dataset, violations de marge
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\only<1>{Anomalies dans le dataset, violations de marge\\
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\\
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\imgbig{ex-linear-out}}
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\imgbig{ex-linear-out}}
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\only<2>{Différentes séparations à marge souple, variation de C
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\only<2>{Différentes séparations à marge souple, variation de C\\
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\\
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\imgbig{ex-linear-soft}}
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\imgbig{ex-linear-soft}}
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\end{center}
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\end{center}
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\begin{frame}{\bititle\\Exemples / Non linéaire}
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\begin{frame}{\bititle\\Exemples / Non linéaire}
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\begin{center}
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\begin{center}
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\only<1>{Dataset inséparable de façon linéaire
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\only<1>{Dataset inséparable de façon linéaire\\
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\\
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\imgbig{ex-nonlinear-plot}}
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\imgbig{ex-nonlinear-plot}}
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\only<2>{$X_{1}=x_{1}^{2}$ ; $X_{2}=x_{2}^{2}$ ; $X_{3}=\sqrt{2} × x_{1} × x_{2}$
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\only<2>{$X_{1}=x_{1}^{2}$ ; $X_{2}=x_{2}^{2}$ ; $X_{3}=\sqrt{2} × x_{1} × x_{2}$\\
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\\
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\imgbig{ex-nonlinear-linear}}
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\imgbig{ex-nonlinear-linear}}
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\only<3>{Projection de la marge de séparation dans l’espace d’origine
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\only<3>{Projection de la marge de séparation dans l’espace d’origine\\
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\\
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\imgbig{ex-nonlinear-sv}}
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\imgbig{ex-nonlinear-sv}}
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\only<4>{Fonction de décision non linéaire dans l’espace d’origine
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\only<4>{Fonction de décision non linéaire dans l’espace d’origine\\
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\\
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\imgbig{ex-nonlinear-svm}}
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\imgbig{ex-nonlinear-svm}}
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\end{center}
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\end{center}
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\begin{frame}{\bititle\\Principes / Régression / Linéaire}
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\begin{frame}{\bititle\\Principes / Régression / Linéaire}
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\begin{center}
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\begin{center}
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\only<1>{Régression linéaire, variation d’ε
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\only<1>{Régression linéaire, variation d’ε\\
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\\
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\imgbig{regression_linear_left}}
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\imgbig{regression_linear_left}}
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\only<2>{Régression linéaire, variation d’ε
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\only<2>{Régression linéaire, variation d’ε\\
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\\
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\imgbig{regression_linear_right}}
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\imgbig{regression_linear_right}}
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\end{center}
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\end{center}
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\begin{frame}{\bititle\\Principes / Régression / Non linéaire}
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\begin{frame}{\bititle\\Principes / Régression / Non linéaire}
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\begin{center}
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\begin{center}
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\only<1>{Régression polynomiale de degré 2, variation de C
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\only<1>{Régression polynomiale de degré 2, variation de C\\
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\\
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\imgbig{regression_nonlinear_left}}
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\imgbig{regression_nonlinear_left}}
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\only<2>{Régression polynomiale de degré 2, variation de C
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\only<2>{Régression polynomiale de degré 2, variation de C\\
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\\
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\imgbig{regression_nonlinear_right}}
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\imgbig{regression_nonlinear_right}}
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\end{center}
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\end{center}
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\begin{frame}{\bititle\\Principes / Classification / Linéaire / Vaste}
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\begin{frame}{\bititle\\Principes / Classification / Linéaire / Vaste}
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\begin{center}
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\begin{center}
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\only<1>{Séparation à Vaste Marge
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\only<1>{Séparation à Vaste Marge\\
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\\
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\imgwide{margin_hard_left}}
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\imgwide{margin_hard_left}}
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\only<2>{Séparation à Vaste Marge
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\only<2>{Séparation à Vaste Marge\\
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\\
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\imgwide{margin_hard_right}}
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\imgwide{margin_hard_right}}
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\end{center}
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\end{center}
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\begin{frame}{\bititle\\Principes / Classification / Linéaire / Souple}
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\begin{frame}{\bititle\\Principes / Classification / Linéaire / Souple}
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\begin{center}
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\begin{center}
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\only<1>{Sensibilité de vaste marge aux anomalies
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\only<1>{Sensibilité de vaste marge aux anomalies\\
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\\
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\imgwide{margin_hard_left}}
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\imgwide{margin_hard_left}}
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\only<2>{Sensibilité de vaste marge aux anomalies
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\only<2>{Sensibilité de vaste marge aux anomalies\\
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\\
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\imgwide{margin_hard_right}}
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\imgwide{margin_hard_right}}
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\only<3>{Plus ou moins de violations de marge, variation de C
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\only<3>{Plus ou moins de violations de marge, variation de C\\
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\\
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\imgwide{margin_few_left}}
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\imgwide{margin_few_left}}
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\only<4>{Plus ou moins de violations de marge, variation de C
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\only<4>{Plus ou moins de violations de marge, variation de C\\
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\\
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\imgwide{margin_few_right}}
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\imgwide{margin_few_right}}
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\end{center}
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\end{center}
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\begin{frame}{\bititle\\Principes / Classification / Non linéaire}
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\begin{frame}{\bititle\\Principes / Classification / Non linéaire}
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\begin{center}
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\begin{center}
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\only<1>{Séparation linéaire par ajout de variable
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\only<1>{Séparation linéaire par ajout de variable\\
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\\
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\imgwide{nonlinear_linear_left}}
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\imgwide{nonlinear_linear_left}}
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\only<2>{Séparation linéaire par ajout de variable
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\only<2>{Séparation linéaire par ajout de variable\\
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\\
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\imgwide{nonlinear_linear_right}}
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\imgwide{nonlinear_linear_right}}
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\only<3>{Classification utilisant des variables polynomiales
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\only<3>{Classification utilisant des variables polynomiales\\
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\\
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\imgbig{features_polynomial}}
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\imgbig{features_polynomial}}
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\only<4>{Fonction noyau polynomiale
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\only<4>{Fonction noyau polynomiale\\
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\\
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\imgbig{kernel_polynomial_left}}
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\imgbig{kernel_polynomial_left}}
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\only<5>{Fonction noyau polynomiale
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\only<5>{Fonction noyau polynomiale\\
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\\
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\imgbig{kernel_polynomial_left}}
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\imgbig{kernel_polynomial_left}}
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\only<6>{Variables de similarité utilisant la RBF gaussienne
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\only<6>{Variables de similarité utilisant la RBF gaussienne\\
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\\
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\imgbig{features_similar_left}}
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\imgbig{features_similar_left}}
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\only<7>{Variables de similarité utilisant la RBF gaussienne
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\only<7>{Variables de similarité utilisant la RBF gaussienne\\
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\\
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\imgbig{features_similar_right}}
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\imgbig{features_similar_right}}
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\only<8>{Fonction noyau gaussienne (RBF)
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\only<8>{Fonction noyau gaussienne (RBF)\\
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\\
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\imgbig{kernel_rbf_left}
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\imgbig{kernel_rbf_left}
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\imgbig{kernel_rbf_right}}
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\imgbig{kernel_rbf_right}}
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