Skip to content

Instantly share code, notes, and snippets.

@hayesall

hayesall/three_jar_cora_comparison.csv

Created March 5, 2020 13:37
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save hayesall/106104f7fb335c87f0db5b9f9b5db0f9 to your computer and use it in GitHub Desktop.
Save hayesall/106104f7fb335c87f0db5b9f9b5db0f9 to your computer and use it in GitHub Desktop.
Download ZIP
This shows the learning time, inference time, and performance measures for three implementations of RDN-Boost on five cross-validation folds of the Cora data set with all precomputes.
Raw
three_jar_cora_comparison.csv
Dataset Fold Implementation Learning Time (seconds) Inference Time (seconds) AUC ROC AUC PR CLL Precision Recall F1
Cora 1.0 SRLBoost.jar 17.940017056 1.9524624290000006 0.851675 0.987965 -0.269838 0.928889,0.500 1.0 0.963134
Cora 2.0 SRLBoost.jar 18.151404631000002 1.9271690879999994 0.389344 0.830003 -0.416489 0.859155,0.500 1.0 0.924242
Cora 3.0 SRLBoost.jar 17.263634849 2.221738191 0.481788 0.958039 -0.200193 0.974194,0.500 1.0 0.986928
Cora 4.0 SRLBoost.jar 16.581321441000007 1.991782575000002 0.807753 0.96404 -0.226603 0.951807,0.500 1.0 0.975309
Cora 5.0 SRLBoost.jar 17.40511913799999 1.761952426999997 0.546512 0.926562 -0.285738 0.934783,0.500 1.0 0.966292
Cora 1.0 SRLBoost.jar 16.790947259999996 1.9745360720000065 0.851675 0.987965 -0.269838 0.928889,0.500 1.0 0.963134
Cora 2.0 SRLBoost.jar 18.17949747499999 1.9522774849999962 0.389344 0.830003 -0.416489 0.859155,0.500 1.0 0.924242
Cora 3.0 SRLBoost.jar 17.97219833699998 2.2244827230000226 0.481788 0.958039 -0.200193 0.974194,0.500 1.0 0.986928
Cora 4.0 SRLBoost.jar 15.301435515999998 2.394798455 0.807753 0.96404 -0.226603 0.951807,0.500 1.0 0.975309
Cora 5.0 SRLBoost.jar 17.501800812 1.76005488200002 0.546512 0.926562 -0.285738 0.934783,0.500 1.0 0.966292
Cora 1.0 SRLBoost.jar 15.844523642000013 1.9781487829999946 0.851675 0.987965 -0.269838 0.928889,0.500 1.0 0.963134
Cora 2.0 SRLBoost.jar 18.173936134 1.670822376000018 0.389344 0.830003 -0.416489 0.859155,0.500 1.0 0.924242
Cora 3.0 SRLBoost.jar 17.784772476 2.433469305999978 0.481788 0.958039 -0.200193 0.974194,0.500 1.0 0.986928
Cora 4.0 SRLBoost.jar 15.845067042999972 2.013202874000001 0.807753 0.96404 -0.226603 0.951807,0.500 1.0 0.975309
Cora 5.0 SRLBoost.jar 17.84551794700002 1.704948609999974 0.546512 0.926562 -0.285738 0.934783,0.500 1.0 0.966292
Cora 1.0 SRLBoost.jar 16.162904499000035 1.9412862290000135 0.851675 0.987965 -0.269838 0.928889,0.500 1.0 0.963134
Cora 2.0 SRLBoost.jar 18.074673005000022 1.8818817439999975 0.389344 0.830003 -0.416489 0.859155,0.500 1.0 0.924242
Cora 3.0 SRLBoost.jar 18.053480165999986 2.0732098789999895 0.481788 0.958039 -0.200193 0.974194,0.500 1.0 0.986928
Cora 4.0 SRLBoost.jar 16.57038318499997 2.0971850450000034 0.807753 0.96404 -0.226603 0.951807,0.500 1.0 0.975309
Cora 5.0 SRLBoost.jar 17.56769576900001 1.6702768069999934 0.546512 0.926562 -0.285738 0.934783,0.500 1.0 0.966292
Cora 1.0 SRLBoost.jar 15.53593529699998 2.0647222449999845 0.851675 0.987965 -0.269838 0.928889,0.500 1.0 0.963134
Cora 2.0 SRLBoost.jar 19.606541445999994 2.0508879650000154 0.389344 0.830003 -0.416489 0.859155,0.500 1.0 0.924242
Cora 3.0 SRLBoost.jar 18.598259060000032 2.5642910799999754 0.481788 0.958039 -0.200193 0.974194,0.500 1.0 0.986928
Cora 4.0 SRLBoost.jar 16.868312075000006 2.121319072999995 0.807753 0.96404 -0.226603 0.951807,0.500 1.0 0.975309
Cora 5.0 SRLBoost.jar 17.86160914499999 1.8281777739999825 0.546512 0.926562 -0.285738 0.934783,0.500 1.0 0.966292
Cora 1.0 BoostSRL-Lite.jar 246.234433593 4.0604065259999516 0.875598 0.990097 -0.265467 0.928889,0.500 1.0 0.963134
Cora 2.0 BoostSRL-Lite.jar 214.99148505199992 3.942612469999972 0.495902 0.882583 -0.407711 0.859155,0.500 1.0 0.924242
Cora 3.0 BoostSRL-Lite.jar 143.38858212100013 4.153188190000037 0.597682 0.979461 -0.177725 0.974194,0.500 1.0 0.986928
Cora 4.0 BoostSRL-Lite.jar 372.19910300699985 4.135242630999983 0.808544 0.967692 -0.260785 0.951807,0.500 1.0 0.975309
Cora 5.0 BoostSRL-Lite.jar 424.8962154180001 3.9433067719999144 0.482558 0.888967 -0.348576 0.934783,0.500 1.0 0.966292
Cora 1.0 BoostSRL-Lite.jar 214.69060208300016 4.119059130000096 0.875598 0.990097 -0.269621 0.928889,0.500 1.0 0.963134
Cora 2.0 BoostSRL-Lite.jar 222.1587932919997 3.9761709660001543 0.495902 0.882583 -0.407848 0.859155,0.500 1.0 0.924242
Cora 3.0 BoostSRL-Lite.jar 102.2220981800001 3.9345196530002795 0.596026 0.97942 -0.177942 0.974194,0.500 1.0 0.986928
Cora 4.0 BoostSRL-Lite.jar 381.8607809649998 4.130744062999838 0.808544 0.967692 -0.260785 0.951807,0.500 1.0 0.975309
Cora 5.0 BoostSRL-Lite.jar 391.80165707900005 3.710540263999974 0.538598 0.909892 -0.343834 0.934783,0.500 1.0 0.966292
Cora 1.0 BoostSRL-Lite.jar 256.37978285300005 4.085436668000057 0.875598 0.990097 -0.266622 0.928889,0.500 1.0 0.963134
Cora 2.0 BoostSRL-Lite.jar 255.11499614899958 3.9858878089999052 0.495902 0.882583 -0.407848 0.859155,0.500 1.0 0.924242
Cora 3.0 BoostSRL-Lite.jar 101.22398746300041 4.143842029000098 0.59106 0.978699 -0.1766 0.974194,0.500 1.0 0.986928
Cora 4.0 BoostSRL-Lite.jar 385.5624887839999 4.33517194399974 0.808544 0.967692 -0.260785 0.951807,0.500 1.0 0.975309
Cora 5.0 BoostSRL-Lite.jar 379.48026452199974 3.909038795000015 0.482558 0.888967 -0.34821 0.934783,0.500 1.0 0.966292
Cora 1.0 BoostSRL-Lite.jar 263.9551253489999 4.379210636000607 0.875598 0.990097 -0.266687 0.928889,0.500 1.0 0.963134
Cora 2.0 BoostSRL-Lite.jar 272.3393673010005 3.794576004999726 0.495902 0.882583 -0.407848 0.859155,0.500 1.0 0.924242
Cora 3.0 BoostSRL-Lite.jar 94.33723952299988 4.341275869000128 0.59106 0.978699 -0.176729 0.974194,0.500 1.0 0.986928
Cora 4.0 BoostSRL-Lite.jar 391.7005908300007 4.276964964000399 0.808544 0.967692 -0.260785 0.951807,0.500 1.0 0.975309
Cora 5.0 BoostSRL-Lite.jar 415.52521971399983 3.9470053410004766 0.538598 0.909892 -0.344008 0.934783,0.500 1.0 0.966292
Cora 1.0 BoostSRL-Lite.jar 210.13368342800004 4.1204458439997325 0.875598 0.990097 -0.267411 0.928889,0.500 1.0 0.963134
Cora 2.0 BoostSRL-Lite.jar 209.4178795280004 3.9539967930004423 0.495902 0.882583 -0.407848 0.859155,0.500 1.0 0.924242
Cora 3.0 BoostSRL-Lite.jar 87.4217659650003 4.169566708000275 0.59106 0.978699 -0.177796 0.974194,0.500 1.0 0.986928
Cora 4.0 BoostSRL-Lite.jar 291.80588220200025 4.082172018000165 0.808544 0.967692 -0.260785 0.951807,0.500 1.0 0.975309
Cora 5.0 BoostSRL-Lite.jar 392.9328752669999 3.693791851000242 0.482558 0.888967 -0.347706 0.934783,0.500 1.0 0.966292
Cora 1.0 BoostSRL_v1.1.1.jar 238.71624941499977 4.185136592000163 0.875598 0.990097 -0.267518 1.000000,0.859 0.69378 0.819209
Cora 2.0 BoostSRL_v1.1.1.jar 186.90331970999978 4.1283067330005 0.389344 0.830003 -0.410094 0.826087,0.865 0.778689 0.801688
Cora 3.0 BoostSRL_v1.1.1.jar 202.9440892319999 4.624275850999766 0.596026 0.979293 -0.1777 0.972973,0.877 0.238411 0.382979
Cora 4.0 BoostSRL_v1.1.1.jar 298.01646183200046 5.031376870998429 0.808544 0.967692 -0.260785 0.968254,0.797 0.772152 0.859155
Cora 5.0 BoostSRL_v1.1.1.jar 518.6631687260015 3.823551129999032 0.538598 0.909892 -0.34353 0.872340,0.795 0.476744 0.616541
Cora 1.0 BoostSRL_v1.1.1.jar 203.52596886399988 4.078894782000134 0.875598 0.990097 -0.267113 1.000000,0.857 0.69378 0.819209
Cora 2.0 BoostSRL_v1.1.1.jar 258.7523904369991 4.080510912999671 0.495902 0.882583 -0.407848 0.843750,0.864 0.885246 0.864
Cora 3.0 BoostSRL_v1.1.1.jar 87.49571937400106 4.336759126999823 0.59106 0.978699 -0.177861 0.986577,0.784 0.97351 0.98
Cora 4.0 BoostSRL_v1.1.1.jar 387.8978683490004 4.210448947998884 0.808544 0.967692 -0.260785 0.968254,0.797 0.772152 0.859155
Cora 5.0 BoostSRL_v1.1.1.jar 444.2386740710008 4.050248042000021 0.482558 0.888967 -0.34821 0.872340,0.796 0.476744 0.616541
Cora 1.0 BoostSRL_v1.1.1.jar 208.83818473099927 4.1636871739992785 0.875598 0.990097 -0.266196 1.000000,0.857 0.69378 0.819209
Cora 2.0 BoostSRL_v1.1.1.jar 231.25126364400057 3.910840401000314 0.495902 0.882583 -0.407848 0.843750,0.864 0.885246 0.864
Cora 3.0 BoostSRL_v1.1.1.jar 97.66596356599985 4.355814233998899 0.59106 0.978699 -0.177828 0.986577,0.784 0.97351 0.98
Cora 4.0 BoostSRL_v1.1.1.jar 395.19957855900066 4.213431702000889 0.808544 0.967692 -0.260785 0.968254,0.797 0.772152 0.859155
Cora 5.0 BoostSRL_v1.1.1.jar 489.60025874500025 3.649122069000441 0.482558 0.888967 -0.34821 0.872340,0.796 0.476744 0.616541
Cora 1.0 BoostSRL_v1.1.1.jar 253.32749137700011 4.11142240800109 0.875598 0.990097 -0.265925 1.000000,0.852 0.751196 0.857923
Cora 2.0 BoostSRL_v1.1.1.jar 280.70164196800033 3.826612507000391 0.495902 0.882583 -0.407848 0.843750,0.864 0.885246 0.864
Cora 3.0 BoostSRL_v1.1.1.jar 172.92697940299877 4.113190058998953 0.604305 0.980382 -0.177639 0.972973,0.879 0.238411 0.382979
Cora 4.0 BoostSRL_v1.1.1.jar 399.3041671209994 4.105673555999601 0.808544 0.967692 -0.260785 0.968254,0.797 0.772152 0.859155
Cora 5.0 BoostSRL_v1.1.1.jar 450.5041425159998 3.6742662289998407 0.538598 0.909892 -0.343834 0.872340,0.795 0.476744 0.616541
Cora 1.0 BoostSRL_v1.1.1.jar 258.2929137530009 4.147467420001703 0.875598 0.990097 -0.267118 1.000000,0.856 0.751196 0.857923
Cora 2.0 BoostSRL_v1.1.1.jar 212.34509846100082 3.874084283001139 0.495902 0.882583 -0.407584 0.848485,0.866 0.918033 0.88189
Cora 3.0 BoostSRL_v1.1.1.jar 86.09524948499893 4.349423385998307 0.59106 0.978699 -0.176704 0.986577,0.784 0.97351 0.98
Cora 4.0 BoostSRL_v1.1.1.jar 333.87190260699936 4.358032059999459 0.808544 0.967692 -0.260785 0.968254,0.797 0.772152 0.859155
Cora 5.0 BoostSRL_v1.1.1.jar 423.8335301799998 3.7251509170000645 0.538598 0.909892 -0.343834 0.872340,0.795 0.476744 0.616541
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment