495 search results - page 1 / 99 » Transfer Learning in Decision Trees |
IJCNN
2007
IEEE
15 years 3 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
14 years 10 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
15 years 1 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
15 years 10 months ago
2001
IEEE
VMV
2008
14 years 11 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 ...