| dc.contributor.advisor | Cunningham, Pádraig | |
| dc.contributor.author | Wall, Robert | |
| dc.date.accessioned | 2019-07-30T15:02:26Z | |
| dc.date.available | 2019-07-30T15:02:26Z | |
| dc.date.issued | 2003 | |
| dc.identifier.citation | Robert Wall, 'Explaining the output of ensembles on a case by case basis', [thesis], Trinity College (Dublin, Ireland). School of Computer Science & Statistics, 2003, pp 138 | |
| dc.identifier.other | THESIS 7322 | |
| dc.description.abstract | This thesis introduces a novel method for explaining the predictions of ensembles of artificial neural networks on a case by case basis. Current research is primarily directed towards building global model, that is, models that fully describe all possible input conditions and their associated outputs. The alternative case by case by case approach is referred to as local explanation. This thesis demonstrates a process for performing local explanation. | |
| dc.format | 1 volume | |
| dc.language.iso | en | |
| dc.publisher | Trinity College (Dublin, Ireland). School of Computer Science & Statistics | |
| dc.relation.isversionof | http://stella.catalogue.tcd.ie/iii/encore/record/C__Rb12406469 | |
| dc.subject | Computer Science, Ph.D. | |
| dc.subject | Ph.D. Trinity College Dublin | |
| dc.title | Explaining the output of ensembles on a case by case basis | |
| dc.type | thesis | |
| dc.type.supercollection | thesis_dissertations | |
| dc.type.supercollection | refereed_publications | |
| dc.type.qualificationlevel | Doctoral | |
| dc.type.qualificationname | Doctor of Philosophy (Ph.D.) | |
| dc.rights.ecaccessrights | openAccess | |
| dc.format.extentpagination | pp 138 | |
| dc.description.note | TARA (Trinity's Access to Research Archive) has a robust takedown policy. Please contact us if you have any concerns: rssadmin@tcd.ie | |
| dc.identifier.uri | http://hdl.handle.net/2262/89117 | |
