Titlebook: Artificial Intelligence and Soft Computing; 11th International C Leszek Rutkowski,Marcin Korytkowski,Jacek M. Zurad Conference proceedings

有權(quán)

BLA

Sample Complexity of Linear Learning Machines with Different Restrictions over Weightsat, sample complexity can be quite different even for learning machines having the same VC-dimension. Moreover, independently from the capacity of a learning machine, the distribution of data is also significant. Experimental results are compared with known theoretical results for sample complexity and generalization bounds.

偽善

NIL

Physiatrist

6Applepolish

New Specifics for a Hierarchial Estimator Meta-algorithmlled training set division and a competence function creation method. The included experimental results show improvement over the methods described in [1]. A short recollection of Hierarchical Estimator is also included.

新鮮

On Pre-processing Algorithms for Data Streampose of this paper is to propose a pre-processing method for clustering algorithms. Experimental results show that proposed method is appropriate to handle noisy data and can accelerate processing time.

FLING

ligature

agglomerate