Thresholds with best F1 score in different classes of datasets
Algorithm Table Threshold PCPr CPr Pr Re F1 Cluster #
center pubauthors 0.3 0.267269 0.389768 0.883595 0.620448 0.729002 350 LEGEND
part pubauthors 0.4 0.435429 0.535215 0.677633 0.784314 0.727081 295    
mergec pubauthors 0.3 0.477395 0.541047 0.724722 0.710084 0.717328 272 part Partitioning
part pubstr 0.4 0.838947 0.911504 0.849468 0.949947 0.896902 201 center CENTER
mergec pubstr 0.4 0.693385 0.87329 0.870934 0.889776 0.880255 233 mergec MERGE-CENTER
center pubstr 0.3 0.670993 0.870477 0.887339 0.775825 0.827844 240    
mergec pubtitles 0.5 0.649281 0.866878 0.904089 0.855698 0.879228 247 PCPr Penalized Clustering Precision
part pubtitles 0.6 0.559237 0.837345 0.919554 0.838126 0.876954 277 CPr Clustering Precision
center pubtitles 0.3 0.876542 0.933399 0.83808 0.885517 0.861145 197 Pr Precision
mergec pubvenues 0.4 0.215507 0.34876 0.760146 0.613008 0.678694 212 Re Recall
part pubvenues 0.6 0.086501 0.199414 0.827089 0.554472 0.663883 302 F1 F1 measure
center pubvenues 0.3 0.185585 0.29042 0.739523 0.56748 0.642178 205 Cluster # Number of Clusters Generated
   
Thresholds with best PCPr score in different classes of datasets pubstr CORA Publication Strings
Algorithm Table Threshold PCPr CPr Pr Re F1 Cluster # pubtitles CORA Publication Titles
part pubauthors 0.3 0.550944 0.707094 0.490551 0.781513 0.602756 187 pubvenues CORA Publication Venues
mergec pubauthors 0.3 0.477395 0.541047 0.724722 0.710084 0.717328 272 pubauthors CORA Publication Authors
center pubauthors 0.2 0.341692 0.370166 0.723848 0.62465 0.6706 260    
mergec pubstr 0.3 0.919265 0.950078 0.808297 0.949947 0.873416 179
center pubstr 0.2 0.865954 0.870635 0.846179 0.778488 0.810923 186
part pubstr 0.4 0.838947 0.911504 0.849468 0.949947 0.896902 201 Table Number of ground truth clusters
part pubtitles 0.4 0.89989 0.948533 0.794961 0.914271 0.850452 195 pubstr 185
mergec pubtitles 0.3 0.889183 0.967641 0.690163 0.919595 0.788529 170 pubtitles 185
center pubtitles 0.3 0.876542 0.933399 0.83808 0.885517 0.861145 197 pubvenues 131
part pubvenues 0.3 0.525915 0.52996 0.682189 0.528455 0.595561 130 pubauthors 240
mergec pubvenues 0.2 0.362991 0.528353 0.519985 0.718699 0.603403 90
center pubvenues 0.2 0.322283 0.354265 0.612551 0.614634 0.613591 144