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Compounds Activity Prediction in Large Imbalanced Datasets with Substructural Relations Fingerprint and EEM.
Wojciech Marian Czarnecki
Krzysztof Rataj
Published in:
TrustCom/BigDataSE/ISPA (2) (2015)
Keyphrases
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imbalanced datasets
cost sensitive learning
prediction accuracy
class imbalance
class distribution
learning from imbalanced data
ensemble methods
training dataset
decision trees
active learning
fraud detection
sampling methods
imbalanced data
feature selection algorithms