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Analysis of Incremental Learning and Windowing to Handle Combined Dataset Shifts on Binary Classification for Product Failure Prediction.
Marco Spieß
Peter Reimann
Christian Weber
Bernhard Mitschang
Published in:
ICEIS (1) (2022)
Keyphrases
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incremental learning
binary classification
failure prediction
multi class
incremental learning algorithm
machine learning
feature selection
similarity measure
reinforcement learning
support vector
supervised learning
prediction accuracy
test set
cross validation
generalization error