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A Class-Specific Ensemble Feature Selection Approach for Classification Problems
This research proposes a new feature selection algorithm, Class-specific Ensemble Feature Selection (CEFS), which finds class-specific subsets of features optimal to each available classification in the dataset. Each ...
Improving Prediction Accuracy Using Class-specific Ensemble Feature Selection
As data accumulates at a speed significantly faster than can be processed, data preprocessing techniques such as feature selection become increasingly important and beneficial. Moreover, given the well-known gains of ...