209 search results - page 5 / 42 » Using Decision Trees for Agent Modeling: Improving Predictio... |
ICTAI
2006
IEEE
14 years 1 months ago
2006
IEEE
Existing work shows that classic decision trees have inherent deficiencies in obtaining a good probability-based ranking (e.g. AUC). This paper aims to improve the ranking perfor...
AUSDM
2008
Springer
13 years 9 months ago
2008
Springer
Accurate and less invasive personalized predictive medicine can spare many breast cancer patients from receiving complex surgical biopsies, unnecessary adjuvant treatments and its...
AUSAI
2004
Springer
14 years 26 days ago
2004
Springer
We propose a multivariate decision tree inference scheme by using the minimum message length (MML) principle (Wallace and Boulton, 1968; Wallace and Dowe, 1999). The scheme uses MM...
IEAAIE
2004
Springer
14 years 24 days ago
2004
Springer
Abstract. The aim of our research was to apply well-known data mining techniques (such as linear neural networks, multi-layered perceptrons, probabilistic neural networks, classifi...
INTERSPEECH
2010
13 years 2 months ago
2010
We consider the problem of predicting the surface pronunciations of a word in conversational speech, using a model of pronunciation variation based on articulatory features. We bu...