Pointwise adaptation via stagewise aggregation of local estimates for multiclass classification.

Nikita Puchkin Vladimir G. Spokoiny

Published in: CoRR (2018)

Keyphrases

pointwise
multiclass classification
confidence intervals
multi class
weighted sum
binary classification
cost sensitive
machine learning algorithms
loss function
data sets
prediction accuracy
base classifiers
sample size
markov chain
support vector machine
binary classifiers
information retrieval