1339 search results - page 2 / 268 » Learning Functions from Imperfect Positive Data |
AI
1998
Springer
13 years 10 months ago
1998
Springer
We present ELEM2, a new method for inducing classification rules from a set of examples. The method employs several new strategies in the induction and classification processes to ...
ICGI
1998
Springer
13 years 10 months ago
1998
Springer
Abstract. The present paper presents a new approach of how to convert Gold-style [4] learning in the limit into stochastically finite learning with high confidence. We illustrate t...
COLT
2001
Springer
13 years 10 months ago
2001
Springer
Intrinsic complexity is used to measure the complexity of learning areas limited by broken-straight lines (called open semi-hulls) and intersections of such areas. Any strategy le...
ALT
1994
Springer
13 years 10 months ago
1994
Springer
Most studies modeling inaccurate data in Gold style learning consider cases in which the number of inaccuracies is finite. The present paper argues that this approach is not reaso...