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Opening the Black Box of Machine Learning - ScaDS.AI
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Supervisor

Opening the Black Box of Machine Learning


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Status: open / Type of Theses: / Location: Dresden

The thesis aims to make the ML prediction interpretable. The main focus is studying Variable Importance (VI), Partial Dependence Plots (PDP), etc. Recent literature proposes different techniques for their computation. Your task is to compare them for selected ML methods on several datasets.

funded by:
Gefördert vom Bundesministerium für Bildung und Forschung.
Gefördert vom Freistaat Sachsen.
ScaDS.AI Dresden/Leipzig (Center for Scalable Data Analytics and Artificial Intelligence) is a center for Data Science, Artificial Intelligence and Big Data with locations in Dresden and Leipzig.

Dresden

Visitor address Technische Universität Dresden
ScaDS.AI Dresden/Leipzig
Bürogebäude Strehlener Straße
Strehlener Straße 12, 14
01069 Dresden
Postal address Technische Universität Dresden
Zentrum für Informationsdienste und Hochleistungsrechnen
ScaDS.AI Dresden/Leipzig
01062 Dresden

Leipzig

Visitor address ScaDS.AI Dresden/Leipzig
Löhrs Carré
Humboldtstraße 25,
3. Obergeschoss
04105 Leipzig
Postal address Universität Leipzig
Data Science Zentrum
Internes Postfach: 212104
04081 Leipzig

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