1034 search results - page 153 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
102
click to vote
CSDA
2008
15 years 17 days ago
2008
Machine learning techniques are widely used in many fields. One of the applications of machine learning in the field of the information security is classification of a computer be...
85
Voted
KDD
2009
ACM
16 years 1 months ago
2009
ACM
In this study, we formalize a multi-focal learning problem, where training data are partitioned into several different focal groups and the prediction model will be learned within...
123
Voted
WWW
2008
ACM
16 years 1 months ago
2008
ACM
This paper considers the problem of identifying on the Web compound documents (cDocs) ? groups of web pages that in aggregate constitute semantically coherent information entities...
100
Voted
JIIS
2006
15 years 13 days ago
2006
Kernel Canonical Correlation Analysis (KCCA) is a method of correlating linear relationship between two variables in a kernel defined feature space. A machine learning algorithm b...
147
Voted
JMLR
2010
14 years 7 months ago
2010
In this paper, we propose a general framework for sparse semi-supervised learning, which concerns using a small portion of unlabeled data and a few labeled data to represent targe...