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1 result for “Closest-to-Hyperplane”

Support Vector Machine Active Learning Algorithms with Query-by-Committee versus Closest-to-Hyperplane Selectioncs.LG

Study evaluates SVM active learning for imbalanced datasets.

problem Imbalanced datasets in text classification and relation extraction.

method Combines SVM with closest-to-hyperplane and query-by-committee selection methods for imbalance.

result ClosestPA algorithm consistently outperforms other methods.

Support Vector Machine Active Learning Imbalanced Data Query-by-Committee Closest-to-Hyperplane

2018-01-24abs ↗pdf ↗