6715 search results - page 389 / 1343 » Learning from a Test Set |
184
Voted
KDD
2007
ACM
16 years 8 days ago
2007
ACM
In this paper, we propose a new method called Prototype Ranking (PR) designed for the stock selection problem. PR takes into account the huge size of real-world stock data and app...
179
click to vote
MICAI
2007
Springer
16 years 8 days ago
2007
Springer
The wavelet transform has been used for feature extraction in many applications of pattern recognition. However, in general the learning algorithms are not designed taking into acc...
148
Voted
ICDM
2006
IEEE
16 years 6 days ago
2006
IEEE
Classification of data with imbalanced class distribution has posed a significant drawback of the performance attainable by most standard classifier learning algorithms, which ...
163
Voted
CVPR
2010
IEEE
15 years 11 months ago
2010
IEEE
This paper proposes a new learning method, which integrates feature selection with classifier construction for human detection via solving three optimization models. Firstly, the ...
185
click to vote
CSL
2010
Springer
15 years 6 months ago
2010
Springer
We describe an evaluation of spoken dialogue strategies designed using hierarchical reinforcement learning agents. The dialogue strategies were learnt in a simulated environment a...