2884 search results - page 225 / 577 » Evaluating learning algorithms and classifiers |
92
Voted
CVPR
2010
IEEE
15 years 9 months ago
2010
IEEE
We present an algorithm that learns invariant features from real data in an entirely unsupervised fashion. The principal benefit of our method is that it can be applied without hu...
114
Voted
NIPS
2008
15 years 2 months ago
2008
We study the problem of domain transfer for a supervised classification task in mRNA splicing. We consider a number of recent domain transfer methods from machine learning, includ...
142
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ICML
2000
IEEE
16 years 1 months ago
2000
IEEE
Algorithms for feature selection fall into two broad categories: wrappers that use the learning algorithm itself to evaluate the usefulness of features and filters that evaluate f...
97
Voted
GECCO
2007
Springer
15 years 6 months ago
2007
Springer
The use of machine learning techniques to automatically analyse data for information is becoming increasingly widespread. In this paper we examine the use of Genetic Programming a...
96
Voted
WWW
2007
ACM
16 years 1 months ago
2007
ACM
Demographic information plays an important role in personalized web applications. However, it is usually not easy to obtain this kind of personal data such as age and gender. In t...