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ADA vs C-Mixup: Performance on California and Boston Housing Datasets

  • ADA (Anchor Data Augmentation) is compared to C-Mixup for data augmentation on the California and Boston housing datasets.
  • ADA is shown to be superior to C-Mixup in the experimental setup for data augmentation.
  • The experiments involve using ridge regression and MLP models with varying number of hidden units.
  • Performance of ADA and C-Mixup approaches are compared, with ADA showing better performance in low training sample scenarios.

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