120 search results - page 14 / 24 » Improving the Practice of Classifier Performance Assessment |
JMLR
2008
14 years 10 months ago
2008
In supervised learning, a training set consisting of labeled instances is used by a learning algorithm for generating a model (classifier) that is subsequently employed for decidi...
IBPRIA
2003
Springer
15 years 3 months ago
2003
Springer
This paper presents a system for 3D ultrasound which aims to reconstruct a volume of interest from a set of ultrasound images. A Bayesian reconstruction algorithm has been recently...
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BMCBI
2008
14 years 10 months ago
2008
Background: Mass spectrometry for biological data analysis is an active field of research, providing an efficient way of high-throughput proteome screening. A popular variant of m...
CORR
2010
Springer
14 years 10 months ago
2010
Springer
In practical nonlinear filtering, the assessment of achievable filtering performance is important. In this paper, we focus on the problem of how to efficiently approximate the post...
CHI
2008
ACM
15 years 10 months ago
2008
ACM
We propose the "ninja cursor" to improve the performance of target acquisition, particularly on large screens. This technique uses multiple distributed cursors to reduce...