| dc.contributor.author | Zenobi, Gabriele | |
| dc.date.accessioned | 2008-01-04T10:57:47Z | |
| dc.date.available | 2008-01-04T10:57:47Z | |
| dc.date.issued | 1999-12 | |
| dc.identifier.citation | Zenobi, Gabriele. 'A detailed derivation of the relationship between generalization error and ambiguity in regression ensembles'. - Dublin, Trinity College Dublin, Department of Computer Science, TCD-CS-1999-76, 1999, pp4 | en |
| dc.identifier.other | TCD-CS-1999-76 | |
| dc.description.abstract | In this technical report we will show the complete sequence of steps for the derivation of
the equation of the Ensemble-Error E = E - A , introduced in the paper by Krogh and
Vedelsby [1], that describes the error E of an ensemble of networks related to the average
error E of the single network and the Ambiguity A of the ensemble, which in turn is a
measure of the ?disagreement? among the networks. | en |
| dc.format.extent | 17450 bytes | |
| dc.format.mimetype | application/pdf | |
| dc.language.iso | en | en |
| dc.publisher | Trinity College Dublin, Department of Computer Science | en |
| dc.relation.ispartofseries | Computer Science Technical Report | en |
| dc.relation.ispartofseries | TCD-CS-1999-76 | en |
| dc.relation.haspart | TCD-CS-[no.] | en |
| dc.subject | Computer Science | en |
| dc.title | A detailed derivation of the relationship between generalization error and ambiguity in regression ensembles | en |
| dc.type | Technical Report | en |
| dc.identifier.rssuri | https://www.cs.tcd.ie/publications/tech-reports/reports.99/TCD-CS-1999-76.pdf | |
| dc.identifier.uri | http://hdl.handle.net/2262/13040 | |
