589 search results - page 1 / 118 » An Integrated Instance-Based Learning Algorithm |
CI
2000
13 years 7 months ago
2000
ML
2000
ACM
13 years 7 months ago
2000
ACM
IJCAI
1989
13 years 8 months ago
1989
Several published reports show that instancebased learning algorithms yield high classification accuracies and have low storage requirements during supervised learning application...
MICAI
2004
Springer
14 years 22 days ago
2004
Springer
We present an optimization algorithm that combines active learning and locally-weighted regression to find extreme points of noisy and complex functions. We apply our algorithm to...
DATAMINE
2002
13 years 7 months ago
2002
The basic nearest neighbour classifier suffers from the indiscriminate storage of all presented training instances. With a large database of instances classification response time ...