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The Cost of Dichotomizing Continuous Labels for Binary Classification Problems: Deriving a Bayesian-Optimal Classifier.
Soroosh Mariooryad
Carlos Busso
Published in:
IEEE Trans. Affect. Comput. (2017)
Keyphrases
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binary classification problems
multi class
binary classification
class imbalance
cost sensitive
training data
decision trees
multi class learning
multi task
bayesian networks
object detection
gaussian processes
pairwise
data sets
learning tasks
multi label
training examples