Coherence  Perplexity
Topics                       
20       0.508384   -8.160043
30       0.544518   -8.119404
40       0.528909   -8.119973
50       0.528513   -8.114547
60       0.527014   -8.107984
70       0.507990   -8.129518
80       0.510210   -8.183650
90       0.500908   -8.208529

                    Topics  Coherence  Perplexity
Alpha                                            
0.01                    55   0.535191   -8.096205
0.31                    55   0.528995   -8.144491
0.61                    55   0.498612   -8.194339
0.9099999999999999      55   0.481737   -8.238284
asymmetric              55   0.536870   -8.094927
symmetric               55   0.535930   -8.089490



                    Topics  Coherence  Perplexity
Beta                                             
0.01                    55   0.541925   -8.266820
0.31                    55   0.518433   -8.079698
0.61                    55   0.505952   -8.138869
0.9099999999999999      55   0.495352   -8.189905
auto                    55   0.514766   -8.100059
symmetric               55   0.540907   -8.082385


BEST AFTER EXPLORATION:

alpha=symmetric, beta=.01, topics=45