2884 search results - page 14 / 577 » Evaluating learning algorithms and classifiers |
KDD
1998
ACM
15 years 3 months ago
1998
ACM
This paper develops the concept of usefulness in the context of supervised learning. We argue that usefulness can be used to improve the performance of classification rules (as me...
CEC
2007
IEEE
15 years 6 months ago
2007
IEEE
— AIRS (Artificial Immune Recognition System) has shown itself to be a competitive classifier. It has also proved to be the most popular immune inspired classifier. However, rath...
GECCO
2006
Springer
15 years 3 months ago
2006
Springer
Various methods for ensemble selection and classifier combination have been designed to optimize the results of ensembles of classifiers. Genetic algorithm (GA) which uses the div...
125
click to vote
CLEF
2011
Springer
13 years 11 months ago
2011
Springer
Author identification models fall into two major categories according to the way they handle the training texts: profile-based models produce one representation per author while in...
ICALT
2010
IEEE
14 years 10 months ago
2010
IEEE
—This paper introduces new metrics for course evaluation. It is also proposes a ranking algorithm that classifies courses based on the previous course evaluation metrics and sugg...