1080 search results - page 152 / 216 » Hedging predictions in machine learning |
121
click to vote
IMCSIT
2010
15 years 2 months ago
2010
Abstract--We present a tool that facilitates the efficient extension of morphological lexica. The tool exploits information from a morphological lexicon, a morphological grammar an...
127
click to vote
AAAI
2006
15 years 6 months ago
2006
We present our work on using statistical, corpus-based machine learning techniques to simultaneously recognize an agent's current goal schemas at various levels of a hierarch...
206
Voted
BMCBI
2010
15 years 4 months ago
2010
Background: Random forest, an ensemble based supervised machine learning algorithm, is used to predict the SCOP structural classification for a target structure, based on the simi...
133
click to vote
EPIA
2003
Springer
15 years 9 months ago
2003
Springer
Most of supervised learning algorithms assume the stability of the target concept over time. Nevertheless in many real-user modeling systems, where the data is collected over an ex...
125
click to vote
NIPS
2007
15 years 6 months ago
2007
The notion of algorithmic stability has been used effectively in the past to derive tight generalization bounds. A key advantage of these bounds is that they are designed for spec...