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Explainable global error weighted on feature importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation.
Jean-Sébastien Dessureault
Daniel Massicotte
Published in:
Appl. Intell. (2023)
Keyphrases
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pattern recognition
neural network
machine learning
data sets
training data
dimensionality reduction
missing values
image data
data analysis
data imputation
data points
input data
data sources
high dimensional data
machine learning algorithms
prior knowledge
error estimates
feature selection