Adaboost algorithm could lead to weak results for data with certain characteristics

HIGHLIGHTS

• who: Olivu00e9r Hornyu00e1k and Lu00e1szlu00f3 Barna Iantovics from the Institute of Information Engineering, University of Miskolc, Miskolc, Hungary have published the Article: AdaBoost Algorithm Could Lead to Weak Results for Data with Certain Characteristics, in the Journal: Mathematics 2023, 1801 of /2023/
• what: In this paper the results of comprehensive research regarding the prediction with the frequently applied AdaBoost algorithm on real-world sensor data are presented. The research aims to investigate whether the AdaBoost algorithm has the capability of predicting failures thus providing the necessary information for monitoring and condition-based maintenance (CBM). The . . .
  

   

  

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