495 search results - page 1 / 99 » Transfer Learning in Decision Trees |
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
— Most research in machine learning focuses on scenarios in which a learner faces a single learning task, independently of other learning tasks or prior knowledge. In reality, ho...
DIS
2008
Springer
13 years 5 months ago
2008
Springer
We consider learning tasks where multiple target variables need to be predicted. Two approaches have been used in this setting: (a) build a separate single-target model for each ta...
ICML
1996
IEEE
13 years 8 months ago
1996
IEEE
A learner's performance does not rely only on the representation language and on the algorithm inducing a hypothesis in this language. Also the way the induced hypothesis is ...
ICML
2001
IEEE
14 years 5 months ago
2001
IEEE
VMV
2008
13 years 6 months ago
2008
Machine learning with few training examples always leads to over-fitting problems, whereas human individuals are often able to recognize difficult object categories from only one ...