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Regressions for Table 2

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1 parent 4eae5cb commit 6cbd81aff74037a5d55bd2722cbf2b54dd3a2906 Lidan Wang committed May 31, 2011
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+<parameters>
+ <index>/scratch0/clue.en.01</index>
+
+ <!-- Concept importance model for binning -->
+ <importancemodel id="wsd" type="ivory.smrf.model.importance.LinearImportanceModel">
+ <feature id="collection_freq" weight="0.05049" file="data/clue/stats.clue.cf.collection.txt.norm" default="0.0"/>
+ <feature id="document_freq" weight="0.9485" file="data/clue/stats.clue.df.collection.txt.norm" default="0.01408541"/>
+ <feature id="enwiki_cf" weight="0.0009983" file="data/clue/stats.clue.cf.enwiki.txt.norm" />
+ </importancemodel>
+
+ <!-- Concept importance model for feature prune -->
+ <importancemodel id="wsd_featureprune" type="ivory.smrf.model.importance.LinearImportanceModel">
+ <feature id="collection_freq" weight="0.05049" file="data/clue/stats.clue.cf.collection.txt.norm" default="0.0"/>
+ <feature id="document_freq" weight="0.9485" file="data/clue/stats.clue.df.collection.txt.norm" default="0.01408541"/>
+ <feature id="enwiki_cf" weight="0.0009983" file="data/clue/stats.clue.cf.enwiki.txt.norm" />
+ </importancemodel>
+
+
+ <!-- Dirichlet, full independence -->
+ <model id="clue-ql" type="Feature" output="ranking.sigir2011-clue-ql.txt" K="20" topK="20">
+ <feature id="termWt" weight="1.0"
+ cliqueSet="ivory.smrf.model.builder.TermCliqueSet"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.TermExpressionGenerator"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="1000.0" />
+ </model>
+
+ <!-- AdaRank-->
+ <model id="clue-adaRank" type="Feature" output="ranking.sigir2011-clue-adaRank.txt" K="20" topK="20">
+ <feature id="termWt" weight="0.4"
+ cliqueSet="ivory.smrf.model.builder.TermCliqueSet"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.TermExpressionGenerator"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="1000.0" />
+ <feature id="orderedWt" weight="0.20292042195796967"
+ conceptBinType = "default"
+ conceptBinParams = "3 1"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="2"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="750.0" />
+ <feature id="orderedWt" weight="0.07360158115625381"
+ conceptBinType = "default"
+ conceptBinParams = "3 1"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="2"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="750.0" />
+ <feature id="orderedWt" weight="0.008947516791522503"
+ conceptBinType = "default"
+ conceptBinParams = "3 2"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="2"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="750.0" />
+ <feature id="orderedWt" weight="0.008947516791522503"
+ conceptBinType = "default"
+ conceptBinParams = "3 2"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="4"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="750.0" />
+ </model>
+
+ <!-- Feature prune -->
+ <model id="clue-featureprune" type="Feature" output="ranking.sigir2011-clue-featureprune.txt" K="20" topK="20" pruningThresholdBigram="0.0044">
+ <feature id="termWt" importance="wsd_featureprune"
+ cliqueSet="ivory.smrf.model.builder.TermCliqueSet"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.TermExpressionGenerator"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="1000.0" />
+ <feature id="orderedWt" importance="wsd_featureprune"
+ conceptBinType = "default"
+ conceptBinParams = "3 1"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="2"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="750.0" />
+ <feature id="orderedWt" importance="wsd_featureprune"
+ conceptBinType = "default"
+ conceptBinParams = "3 1"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="4"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="750.0" />
+ <feature id="orderedWt" importance="wsd_featureprune"
+ conceptBinType = "default"
+ conceptBinParams = "3 2"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="2"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="750.0" />
+ <feature id="unorderedWt" importance="wsd_featureprune"
+ conceptBinType = "default"
+ conceptBinParams = "3 2"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="2"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction" mu="750.0" />
+ </model>
+
+ <!-- Cascade -->
+ <model id="clue-cascade" type="New" output="ranking.sigir2011-clue-cascade.txt" internalOutputFile="" internalInputFile="" K="20" topK="20" >
+ <feature id="termWt" weight="0.4"
+ cascadeStage="0"
+ prune = "rank 0.9000000953674316"
+ cliqueSet="ivory.smrf.model.builder.TermCliqueSet_cascade"
+ potential="ivory.smrf.model.potential.QueryPotential_cascade"
+ generator="ivory.smrf.model.builder.TermExpressionGenerator"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction_cascade" mu="1000.0" />
+ <feature id="orderedWt" weight="0.20292042195796967"
+ cascadeStage="1"
+ prune = "score 0.5"
+ conceptBinType = "default"
+ conceptBinParams = "3 1"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet_cascade" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential_cascade"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="2"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction_cascade" mu="750.0" />
+ <feature id="orderedWt" weight="0.07360158115625381"
+ cascadeStage="2"
+ prune = "rank 0.7000000476837158"
+ conceptBinType = "default"
+ conceptBinParams = "3 1"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet_cascade" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential_cascade"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="2"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction_cascade" mu="750.0" />
+ <feature id="orderedWt" weight="0.008947516791522503"
+ cascadeStage="3"
+ prune = "rank 0.10000000149011612"
+ conceptBinType = "default"
+ conceptBinParams = "3 2"
+ cliqueSet="ivory.smrf.model.builder.OrderedCliqueSet_cascade" dependence="sequential"
+ potential="ivory.smrf.model.potential.QueryPotential_cascade"
+ generator="ivory.smrf.model.builder.OrderedWindowExpressionGenerator" width="2"
+ scoreFunction="ivory.smrf.model.score.DirichletScoringFunction_cascade" mu="750.0" />
+ </model>
+
+</parameters>
+
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