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186
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JMLR
2002
15 years 6 months ago
2002
Cross-validation is a useful and generally applicable technique often employed in machine learning, including decision tree induction. An important disadvantage of straightforward...
192
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MCS
2002
Springer
15 years 6 months ago
2002
Springer
Bagging and boosting are two popular ensemble methods that achieve better accuracy than a single classifier. These techniques have limitations on massive datasets, as the size of t...
188
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NECO
1998
15 years 6 months ago
1998
In the statistical approach for self-organizing maps (SOMs), learning is regarded as an estimation algorithm for a Gaussian mixture model with a Gaussian smoothing prior on the ce...
193
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RAS
2002
15 years 6 months ago
2002
We have to prepare the evaluation (fitness) function to evaluate the performance of the robot when we apply the machine learning techniques to the robot application. In many cases,...
158
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IEEECIT
2010
IEEE
15 years 5 months ago
2010
IEEE
—This paper analyzes the mechanism of Industry Oriented Education of Ireland, especially in DIT and extracts useful experience to the education process of pilot software schools ...