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Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data.

Axel KarlssonTianze WangSlawomir NowaczykSepideh PashamiSahar Asadi
Published in: IDA (1) (2024)
Keyphrases
  • tabular data
  • deep learning
  • data sets
  • machine learning
  • raw data
  • data analysis
  • object recognition
  • tree ensembles
  • training data
  • data sources
  • supervised learning
  • data quality
  • statistical tests
  • contingency tables