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exercise.tex
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exercise.tex
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%% This is file `DEMO-TUDaExercise.tex' version 2.10 (2020/04/26),
%% it is part of
%% TUDa-CI -- Corporate Design for TU Darmstadt
%% ----------------------------------------------------------------------------
%%
%% Copyright (C) 2018--2020 by Marei Peischl <[email protected]>
%%
%% ============================================================================
%% This work may be distributed and/or modified under the
%% conditions of the LaTeX Project Public License, either version 1.3c
%% of this license or (at your option) any later version.
%% The latest version of this license is in
%% http://www.latex-project.org/lppl.txt
%% and version 1.3c or later is part of all distributions of LaTeX
%% version 2008/05/04 or later.
%%
%% This work has the LPPL maintenance status `maintained'.
%%
%% The Current Maintainers of this work are
%% Marei Peischl <[email protected]>
%% Markus Lazanowski <[email protected]>
%%
%% The development respository can be found at
%% https://github.com/tudace/tuda_latex_templates
%% Please use the issue tracker for feedback!
%%
%% ============================================================================
%%
% !TeX program = lualatex
%%
%=========================================================
% Here you can choose to compile with or without solutions.
% However, this definition is ignored if you use any
% command from the `Makefile`.
%\providecommand{\withSol}{\iftrue}
%=========================================================
\documentclass[
ngerman,
colorback=false,
solution=true,
]{tudaexercise}
\usepackage[english, main=ngerman]{babel}
\usepackage[babel]{csquotes}
\usepackage{amsmath}
\usepackage{booktabs}
%~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
% Zusätliche Pakete
\input{etc/python_script_includes}
\usepackage{comment}
\newcommand{\urlc}[1]{\color{cyan}\url{#1}\color{black}}
\newcommand{\hrefc}[2]{\color{cyan}\href{#1}{#2}\color{black}}
\newcommand{\prog}[1]{\textit{#1}}
\newcommand{\concept}[1]{\textbf{#1}}
\newcommand{\codesym}{\textbf{\texttt{</>}}}
\usepackage{cite}
\usepackage{dirtree}
\usepackage{amssymb}
\usepackage{tikz}
\usepackage{textcomp}
\usepackage{url}
\usepackage[newenum]{paralist}
\usepackage{bbding}
\usepackage{float}
% The (in)famous algorithm package
\usepackage[vlined,linesnumbered]{algorithm2e}
\SetArgSty{textnormal}
\SetCommentSty{textit}
\usepackage{wrapfig}
\usepackage{nicefrac}
\usepackage{multicol}
\usepackage{multirow}
% Write `B+-tree' consistently throughout the lecture
\newcommand{\Btree}{B\raisebox{.4em}{\textsmaller{+}}-tree}
\newcommand{\Btrees}{B\raisebox{.4em}{\textsmaller{+}}-trees}
\newcommand{\BTree}{B\raisebox{.4em}{\textsmaller{+}}-Tree}
\newcommand{\BTrees}{B\raisebox{.4em}{\textsmaller{+}}-Trees}
\newcommand{\BBaum}{B\raisebox{.4em}{\textsmaller{+}}-Baum}
\newcommand{\BBaums}{B\raisebox{.4em}{\textsmaller{+}}-Baums}
\newcommand{\BBaeume}{B\raisebox{.4em}{\textsmaller{+}}-Bäume}
\newcommand{\R}[0]{\mathds{R}} % real numbers
%~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
%\usepackage{biblatex}
%=========================================================
\def\homework{1}
\def\homeworkVer{1}
\def\homeworkSolVer{1}
%=========================================================
%Formatierungen für Beispiele in diesem Dokument. Im Allgemeinen nicht notwendig!
\let\file\texttt
\let\code\texttt
\let\pck\textsf
\let\cls\textsf
\let\tbs\textbackslash
\ConfigureHeadline{
headline={title-name-id}
}
%compatbilitx
\let\unit\relax
\begin{document}
\title[Bonusübungsblatt \homework, Data Mining und Maschinelles Lernen]{Data Mining und Maschinelles Lernen}
\author{Prof. Kristian Kersting\\Zhongjie Yu\\Johannes Czech\\
}
\term{Sommersemester 2020}
\date{\today}
\sheetnumber{\homework}
\setcounter{section}{\homework}
\maketitle
\input{exercises/group_members}
\input{exercises/00_preamble}
\newpage
\input{exercises/01_dt_id3_alg}
\newpage
\input{exercises/02_dt_classification}
\input{exercises/03_dt_regression}
\input{exercises/04_random_forest}
\newpage
\input{exercises/05_adaboost}
\newpage
\input{exercises/06_naive_bayes}
\newpage
\input{exercises/07_kmeans}
\newpage
\input{exercises/08_regression}
%\bibliography{library}{}
%\bibliographystyle{plain}
\end{document}