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  • Ausreisser entfernen
  • Fehler beheben
  • Lückenhafte Merkmale (ignorieren, entfernen, ergänzen)
  • | +|Varianz|Fehler, der entsteht, weil der Lernalgorithmus überempfindlich auf kleine Änderungen in den Trainingsdaten reagiert. Gesamtfehler eines Modells wird durch die Summe von Bias-Quadrat, Varianz und Rauschen ausgedrückt: ![Varianz](bilder/varianz.png)| + ## Explorative Datenanalyse ## Lineare Regression ## Klassifikation