Is Importance Weighting Incompatible with Interpolating Classifiers?

Ke Alexander Wang Niladri S. Chatterji Saminul Haque Tatsunori Hashimoto

Published in: CoRR (2021)

Keyphrases

training data
decision trees
support vector
naive bayes
feature selection
weighted voting
relative importance
linear classifiers

supervised classification
test set
machine learning algorithms
feature weights
multiple classifiers
classification systems
training samples

weighting scheme
classification process
classification rate
feature set
training set
machine learning
training examples

weak classifiers
high dimensional
ensemble learning
classification models
basis functions
classification algorithm
svm classifier