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Algorithm Table Threshold PCPr CPr Pr Re F1 Cluster #
part pubauthors 0.9 0.002761 0.007915 0.985061 0.357143 0.524224 688
part pubauthors 0.7 0.028989 0.073077 0.954715 0.420168 0.583527 605
part pubauthors 0.8 0.004773 0.013304 0.987162 0.369748 0.537989 669 LEGEND
part pubauthors 0.6 0.061481 0.133977 0.955084 0.478992 0.63801 523    
part pubauthors 0.5 0.166659 0.290959 0.800258 0.607843 0.690904 419 part Partitioning
part pubauthors 0.4 0.435429 0.535215 0.677633 0.784314 0.727081 295 center CENTER
part pubauthors 0.3 0.550944 0.707094 0.490551 0.781513 0.602756 187 mergec MERGE-CENTER
part pubauthors 0.2 0.346665 0.815681 0.282444 0.848739 0.423842 102    
part pubauthors 0.1 0.255333 0.85111 0.206239 0.901961 0.335715 72 PCPr Penalized Clustering Precision
part pubstr 0.8 0.123913 0.480248 0.972014 0.421725 0.588235 717 CPr Clustering Precision
part pubstr 0.7 0.197239 0.586386 0.970768 0.559638 0.70998 550 Pr Precision
part pubstr 0.6 0.342118 0.70088 0.924943 0.78328 0.848238 379 Re Recall
part pubstr 0.4 0.838947 0.911504 0.849468 0.949947 0.896902 201 F1 F1 measure
part pubstr 0.3 0.836541 0.973334 0.744882 0.971246 0.843135 159 Cluster # Number of Clusters Generated
part pubstr 0.2 0.594595 1 0.469856 1 0.639323 110    
part pubstr 0.1 0.259459 1 0.120232 1 0.214656 48 pubstr CORA Publication Strings
part pubstr 0.5 0.54745 0.8049 0.912929 0.880724 0.896537 272 pubtitles CORA Publication Titles
part pubstr 0.9 0.088412 0.409084 0.994335 0.337593 0.504052 856 pubvenues CORA Publication Venues
part pubtitles 0.1 0.230561 0.991947 0.130147 0.977636 0.229713 43 pubauthors CORA Publication Authors
part pubtitles 0.9 0.344085 0.69933 0.929958 0.726305 0.815611 376    
part pubtitles 0.8 0.352231 0.702559 0.930076 0.730032 0.818001 369
part pubtitles 0.7 0.402265 0.737123 0.922908 0.765176 0.836673 339
part pubtitles 0.6 0.559237 0.837345 0.919554 0.838126 0.876954 277 Table Number of ground truth clusters
part pubtitles 0.5 0.694291 0.881937 0.866501 0.870075 0.868284 235 pubstr 185
part pubtitles 0.3 0.853551 0.974735 0.624426 0.973908 0.76096 162 pubtitles 185
part pubtitles 0.2 0.690386 0.982473 0.449783 0.963791 0.613335 130 pubvenues 131
part pubtitles 0.4 0.89989 0.948533 0.794961 0.914271 0.850452 195 pubauthors 240
part pubvenues 0.2 0.323031 0.651033 0.30801 0.76748 0.439598 65
part pubvenues 0.9 0.002819 0.010845 0.955118 0.253659 0.400858 504
part pubvenues 0.8 0.018764 0.064745 0.946206 0.312195 0.469486 452
part pubvenues 0.7 0.041665 0.120543 0.893115 0.439024 0.588676 379
part pubvenues 0.6 0.086501 0.199414 0.827089 0.554472 0.663883 302
part pubvenues 0.5 0.161479 0.299538 0.743044 0.57561 0.648697 243
part pubvenues 0.4 0.312232 0.431404 0.668638 0.630894 0.649218 181
part pubvenues 0.3 0.525915 0.52996 0.682189 0.528455 0.595561 130
part pubvenues 0.1 0.168747 0.850223 0.118907 0.902439 0.210128 26
mergec pubauthors 0.9 0.002761 0.007915 0.985061 0.357143 0.524224 688
mergec pubauthors 0.8 0.004773 0.013304 0.987162 0.369748 0.537989 669
mergec pubauthors 0.7 0.026946 0.068936 0.97479 0.410364 0.57758 614
mergec pubauthors 0.6 0.053215 0.122616 0.961275 0.452381 0.615231 553
mergec pubauthors 0.5 0.107465 0.210899 0.907242 0.529412 0.668643 471
mergec pubauthors 0.4 0.220328 0.348853 0.833191 0.609244 0.703833 380
mergec pubauthors 0.3 0.477395 0.541047 0.724722 0.710084 0.717328 272
mergec pubauthors 0.2 0.464622 0.619496 0.492493 0.752101 0.595222 180
mergec pubauthors 0.1 0.336008 0.720016 0.333098 0.847339 0.478208 112
mergec pubstr 0.9 0.087235 0.405527 0.994335 0.335463 0.501674 860
mergec pubstr 0.8 0.118324 0.46946 0.971335 0.411076 0.577675 734
mergec pubstr 0.7 0.17636 0.556726 0.973636 0.505857 0.665797 584
mergec pubstr 0.6 0.268298 0.643915 0.971386 0.614483 0.752774 444
mergec pubstr 0.5 0.455082 0.767489 0.948394 0.793397 0.863999 312
mergec pubstr 0.4 0.693385 0.87329 0.870934 0.889776 0.880255 233
mergec pubstr 0.3 0.919265 0.950078 0.808297 0.949947 0.873416 179
mergec pubstr 0.2 0.727649 0.975472 0.665156 0.970714 0.789398 138
mergec pubstr 0.1 0.387079 0.967697 0.2943 0.977103 0.452353 74
mergec pubtitles 0.9 0.344085 0.69933 0.929958 0.726305 0.815611 376
mergec pubtitles 0.8 0.352231 0.702559 0.930076 0.730032 0.818001 369
mergec pubtitles 0.7 0.397286 0.736591 0.922908 0.764643 0.836354 343
mergec pubtitles 0.6 0.531926 0.830954 0.921527 0.826944 0.871677 289
mergec pubtitles 0.5 0.649281 0.866878 0.904089 0.855698 0.879228 247
mergec pubtitles 0.4 0.850946 0.94294 0.827412 0.892971 0.858943 205
mergec pubtitles 0.3 0.889183 0.967641 0.690163 0.919595 0.788529 170
mergec pubtitles 0.2 0.730661 0.972462 0.67647 0.953142 0.791319 139
mergec pubtitles 0.1 0.3795 0.975104 0.32617 0.969116 0.488072 72
mergec pubvenues 0.9 0.002608 0.010075 0.955118 0.250407 0.396786 506
mergec pubvenues 0.8 0.017883 0.062795 0.946206 0.292683 0.447075 460
mergec pubvenues 0.7 0.035651 0.106953 0.894574 0.413008 0.565114 393
mergec pubvenues 0.6 0.068884 0.171421 0.886682 0.505691 0.644062 326
mergec pubvenues 0.5 0.122826 0.252216 0.829788 0.528455 0.645696 269
mergec pubvenues 0.4 0.215507 0.34876 0.760146 0.613008 0.678694 212
mergec pubvenues 0.3 0.33902 0.421834 0.748114 0.593496 0.661895 163
mergec pubvenues 0.2 0.362991 0.528353 0.519985 0.718699 0.603403 90
mergec pubvenues 0.1 0.218996 0.717212 0.18211 0.712195 0.290053 40
center pubauthors 0.1 0.270112 0.35232 0.634227 0.577031 0.604279 184
center pubauthors 0.9 0.002761 0.007915 0.985061 0.357143 0.524224 688
center pubauthors 0.8 0.004773 0.013304 0.987162 0.369748 0.537989 669
center pubauthors 0.6 0.048526 0.114844 0.974253 0.441176 0.607332 568
center pubauthors 0.5 0.07786 0.166102 0.936625 0.460784 0.617689 512
center pubauthors 0.4 0.139531 0.254063 0.906596 0.522409 0.662858 437
center pubauthors 0.3 0.267269 0.389768 0.883595 0.620448 0.729002 350
center pubauthors 0.2 0.341692 0.370166 0.723848 0.62465 0.6706 260
center pubauthors 0.7 0.025278 0.065302 0.98366 0.406162 0.574931 620
center pubstr 0.4 0.448505 0.763671 0.945368 0.659744 0.777143 315
center pubstr 0.1 0.528816 0.741143 0.670642 0.699148 0.684598 132
center pubstr 0.2 0.865954 0.870635 0.846179 0.778488 0.810923 186
center pubstr 0.3 0.670993 0.870477 0.887339 0.775825 0.827844 240
center pubstr 0.5 0.310824 0.680453 0.966859 0.580937 0.725786 405
center pubstr 0.6 0.208116 0.592848 0.968993 0.50852 0.667002 527
center pubstr 0.7 0.151531 0.525854 0.986037 0.423855 0.592864 642
center pubstr 0.8 0.11079 0.456335 0.986677 0.373269 0.541634 762
center pubstr 0.9 0.086905 0.405398 0.994335 0.334931 0.501079 863
center pubtitles 0.9 0.344085 0.69933 0.929958 0.726305 0.815611 376
center pubtitles 0.7 0.393655 0.734113 0.923561 0.759318 0.833425 345
center pubtitles 0.1 0.575297 0.909658 0.629671 0.878594 0.733592 117
center pubtitles 0.8 0.352231 0.702559 0.930076 0.730032 0.818001 369
center pubtitles 0.6 0.502557 0.814957 0.923086 0.79819 0.856106 300
center pubtitles 0.5 0.583171 0.838506 0.904101 0.811502 0.855302 266
center pubtitles 0.4 0.723007 0.902782 0.854523 0.842386 0.848411 231
center pubtitles 0.3 0.876542 0.933399 0.83808 0.885517 0.861145 197
center pubtitles 0.2 0.809685 0.930383 0.784501 0.901491 0.838937 161
center pubvenues 0.9 0.002497 0.009684 0.955118 0.250407 0.396786 508
center pubvenues 0.8 0.016037 0.057292 0.942721 0.273171 0.423597 468
center pubvenues 0.7 0.0266 0.08569 0.928792 0.333333 0.490597 422
center pubvenues 0.6 0.049211 0.136363 0.926585 0.409756 0.568229 363
center pubvenues 0.5 0.085616 0.204563 0.845057 0.455285 0.591754 313
center pubvenues 0.3 0.185585 0.29042 0.739523 0.56748 0.642178 205
center pubvenues 0.1 0.228561 0.340244 0.469105 0.525203 0.495572 88
center pubvenues 0.2 0.322283 0.354265 0.612551 0.614634 0.613591 144
center pubvenues 0.4 0.137863 0.267306 0.819128 0.513821 0.63151 254