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Clemens Dautermann 2020-02-10 11:07:00 +01:00
parent 3a923b278c
commit 835b66ad14
8 changed files with 525 additions and 478 deletions
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doc/Grundlagen_des_maschinellen_lernens.out
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\BOOKMARK [1][-]{section.1}{Was ist maschinelles Lernen?}{}% 1
\BOOKMARK [2][-]{subsection.1.1}{Klassifizierungsprobleme}{section.1}% 2
\BOOKMARK [2][-]{subsection.1.1}{Klassifizierungsaufgaben}{section.1}% 2
\BOOKMARK [2][-]{subsection.1.2}{Regressionsprobleme}{section.1}% 3
\BOOKMARK [2][-]{subsection.1.3}{Gefahren von maschinellem Lernen}{section.1}% 4
\BOOKMARK [3][-]{subsubsection.1.3.1}{Die Daten}{subsection.1.3}% 5
@ -15,7 +15,7 @@
\BOOKMARK [2][-]{subsection.3.4}{Der Lernprozess}{section.3}% 15
\BOOKMARK [2][-]{subsection.3.5}{Fehlerfunktionen}{section.3}% 16
\BOOKMARK [3][-]{subsubsection.3.5.1}{MSE \205 Durchschnittlicher quadratischer Fehler}{subsection.3.5}% 17
\BOOKMARK [3][-]{subsubsection.3.5.2}{MAE \205 Durchschnitztlicher absoluter Fehler}{subsection.3.5}% 18
\BOOKMARK [3][-]{subsubsection.3.5.2}{MAE \205 Durchschnittlicher absoluter Fehler}{subsection.3.5}% 18
\BOOKMARK [3][-]{subsubsection.3.5.3}{Kreuzentropiefehler}{subsection.3.5}% 19
\BOOKMARK [2][-]{subsection.3.6}{Gradientenverfahren und Backpropagation}{section.3}% 20
\BOOKMARK [3][-]{subsubsection.3.6.1}{Lernrate}{subsection.3.6}% 21
@ -32,4 +32,4 @@
\BOOKMARK [2][-]{subsection.5.2}{Der MNIST Datensatz}{section.5}% 32
\BOOKMARK [2][-]{subsection.5.3}{Das Netz}{section.5}% 33
\BOOKMARK [2][-]{subsection.5.4}{Ergebnis}{section.5}% 34
\BOOKMARK [1][-]{section.6}{Schlusswort}{}% 35
\BOOKMARK [1][-]{section.6}{Schluss}{}% 35