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Bias/variance analysis of relational domains
Published on Jun 23, 20078249 Views
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Chapter list
Bias/variance analysis for relational domains00:00
Comparing relational models00:48
Conventional bias/variance analysis-part0102:41
Conventional bias/variance analysis-part0203:19
Relational inference05:04
Error due to collective inference07:23
Relational bias/variance analysis (part 1)08:22
Bias/variance framework for relational data-part0109:29
Relational bias/variance analysis (part 2)09:54
Bias/variance framework for relational data-part0210:51
Bias/variance framework for relational data-part0311:11
Relational bias/variance decomposition11:35
Comparing relational models12:28
Experimental comparison of relational models13:02
Findings13:26
RDN analysis14:18
RDN modification15:27
Modified RDN performance on synthetic data16:43
Modified RDN performance on real data17:15
Conclusions17:54
Further information19:38
RDN analysis-A24:41