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log.txt
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Accuracy: 0.6713286713286714
Precision: 0.6701754385964912
------------------------------------------------------------------
Jon-Snow 17.596909502152542
Tyrion-Lannister 17.5681362401036
Jaime-Lannister 13.925499363526765
Cersei-Lannister 13.402380343756127
Daenerys-Targaryen 12.499217151004377
------------------------------------------------------------------
name pagerank
0 Addam-Marbrand 1.153091
1 Aegon-I-Targaryen 1.340137
2 Aemon-Targaryen-(Maester-Aemon) 3.682017
3 Aerys-II-Targaryen 2.819194
4 Aggo 1.689337
---------------------------------------------------------------------------
name name character_deaths ... data_poor pagerank
0 Melisandre Melisandre ... 0 2.861015
1 Quaithe Quaithe ... 0 0.325609
2 Ghael Ghael ... 0 0.444592
3 Grazdan Grazdan ... 0 NaN
4 Grazdan mo Ullhor Grazdan mo Ullhor ... 0 NaN
[5 rows x 17 columns]
-----------------------------------------------------------------------------
name closeness centrality
0 Addam-Marbrand 0.345803
1 Aegon-Frey-(son-of-Stevron) 0.313609
2 Aegon-I-Targaryen 0.361692
3 Aegon-Targaryen-(son-of-Rhaegar) 0.342230
4 Aegon-V-Targaryen 0.262636
---------------------------------------------------------------------------------
name name character_deaths ... pagerank closeness centrality
0 Melisandre Melisandre ... 2.861015 0.355387
1 Quaithe Quaithe ... 0.325609 0.277197
2 Ghael Ghael ... 0.444592 0.277293
3 Grazdan Grazdan ... NaN NaN
4 Grazdan mo Ullhor Grazdan mo Ullhor ... NaN NaN
[5 rows x 18 columns]
--------------------------------------------------------------
Accuracy: 0.66875
Precision: 0.6845637583892618
--------------------------------------------------------------
[Finished in 12.3s]