Small Training Set
- It can be analyzed by a Small Training Set Learning Algorithm.
- a Seed Set.
- See: Skewed Training Set, Weakly-Supervised Learning.
- (Joachims, 1999) ⇒ Thorsten Joachims. (1999). “Transductive Inference for Text Classification Using Support Vector Machines.” In: Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999).
- . The experiments show substantial improvements over inductive methods, especially for small training sets, cutting the number of labeled training examples down to a twentieth on some tasks.