4032 search results - page 151 / 807 » Generality Is Predictive of Prediction Accuracy |
119
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EMNLP
2007
15 years 6 months ago
2007
We present in this paper methods to improve HMM-based part-of-speech (POS) tagging of Mandarin. We model the emission probability of an unknown word using all the characters in th...
148
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DAGSTUHL
2004
15 years 6 months ago
2004
Next to prediction accuracy, the interpretability of models is one of the fundamental criteria for machine learning algorithms. While high accuracy learners have intensively been e...
115
Voted
BMCBI
2005
15 years 4 months ago
2005
Background: In the post-genomic era, correct gene prediction has become one of the biggest challenges in genome annotation. Improved promoter prediction methods can be one step to...
125
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EMNLP
2009
15 years 2 months ago
2009
In this research we aim to detect subjective sentences in multimodal conversations. We introduce a novel technique wherein subjective patterns are learned from both labeled and un...
140
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CIDM
2009
IEEE
15 years 11 months ago
2009
IEEE
— Both theory and a wealth of empirical studies have established that ensembles are more accurate than single predictive models. Unfortunately, the problem of how to maximize ens...