Simulation Study on How Input Data Affects Time-Series Classification Model Results

This paper discusses the results of a study investigating how input data characteristics affect the performance of time-series classification models. In this experiment, we used 82 synthetically generated time-series datasets, created based on predefined functions with added noise. These datasets va...

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Bibliographic Details
Main Authors: Maria Sadowska, Krzysztof Gajowniczek
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/27/6/624
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