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SUMMARY:Jan Senge (Dioscuri Centre in Topological Data Analysis)
DTSTART:20251215T113000Z
DTEND:20251215T133000Z
DTSTAMP:20260423T004820Z
UID:BNAT/8
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/BNAT/8/">Int
 roduction to Resampling Methods in Machine Learning</a>\nby Jan Senge (Dio
 scuri Centre in Topological Data Analysis) as part of Basic Notions and Ap
 plied Topology Seminar\n\nLecture held in Room 1 at the IMPAS\, Room 1.14 
 at the Institute of Informatics (University of Gdańsk).\n\nAbstract\nThis
  talk\, based on Chapter 5 of An Introduction to Statistical Learning with
  Applications in Python\, introduces Resampling Methods such as cross-vali
 dation and the bootstrap. We’ll discuss how these techniques improve mod
 el assessment and selection by providing more accurate estimates of predic
 tion error and model variability\, illustrated through practical Python ap
 plications.\n
LOCATION:https://researchseminars.org/talk/BNAT/8/
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