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Applying Mondrian Cross-Conformal Prediction To Estimate Prediction Confidence on Large Imbalanced Bioactivity Data Sets.
Jiangming Sun
Lars Carlsson
Ernst Ahlberg
Ulf Norinder
Ola Engkvist
Hongming Chen
Published in:
J. Chem. Inf. Model. (2017)
Keyphrases
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conformal prediction
data sets
confidence levels
ridge regression
k nearest neighbour
tree ensembles
knn
random forests
training data
support vector machine
least squares
information gain
statistical significance
confidence estimates