Active Learning with Model Selection

Alnur Ali, Rich Caruana, Ashish Kapoor

Abstract: This chapter contains sections titled: Direct Approach and the Active Learning/Model Selection Dilemma, Sequential Approach, Batch Approach, Ensemble Active Learning, Numerical Examples, Summary and Discussion