LEGEND_NAME = PC_sLDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = more_than_2_out_of_4_stars

more_than_2_out_of_4_stars

FRAC_LABELS = 0.05

0.050.10.2
1.0

N_STATES = 25.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/bow_pang_movie_reviews_v20170929/20170930rebal-mod_name=slda__tf-frac_labels=0.050-n_states=025-alpha=1.0100-tau=1.0100-lambda_w=000.001-init_name=rand_smooth_background-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=10/1/lap0000125.000_topic_model_snapshot

4/25

-7.4


0.004 
laugh               

0.003 
dead                

0.003 
series              

0.003 
i'm                 

0.002 
lost                

0.002 
worth               

0.002 
black               

0.002 
writer              

0.002 
case                

0.002 
origin              

0.002 
parent              

0.002 
romantic            

0.002 
recommend           

0.002 
night               

0.002 
suppose             

15/25

-4.1


0.006 
police              

0.005 
money               

0.005 
murder              

0.005 
house               

0.005 
husband             

0.004 
boss                

0.004 
editor              

0.004 
car                 

0.004 
meet                

0.004 
runtime             

0.004 
brother             

0.004 
telling             

0.004 
town                

0.003 
apartment           

0.003 
noir                

2/25

-4.0


0.008 
davis               

0.008 
murray              

0.008 
carter              

0.006 
fight               

0.006 
fonda               

0.005 
universe            

0.005 
experience          

0.005 
hour                

0.005 
rate                

0.005 
mpaa                

0.004 
jungle              

0.004 
spike               

0.004 
turturro            

0.004 
boxing              

0.004 
sutherland          

19/25

-3.1


0.049 
school              

0.022 
student             

0.016 
teacher             

0.012 
college             

0.012 
gay                 

0.009 
shakespeare         

0.008 
jewish              

0.008 
branagh             

0.008 
class               

0.007 
teach               

0.007 
teen                

0.007 
drugs               

0.006 
rock                

0.006 
german              

0.006 
italian             

6/25

-2.9


0.094 
war                 

0.054 
country             

0.044 
city                

0.025 
woody               

0.025 
america             

0.012 
foreign             

0.011 
rain                

0.010 
poet                

0.009 
vietnam             

0.009 
le                  

0.009 
keitel              

0.008 
poetry              

0.007 
view                

0.006 
symbol              

0.006 
jazz                

1/25

-2.9


0.044 
oscar               

0.032 
board               

0.021 
beast               

0.015 
prince              

0.014 
contest             

0.010 
destiny             

0.009 
elliott             

0.008 
cabin               

0.008 
boris               

0.007 
ryder               

0.007 
rolls               

0.006 
slide               

0.006 
berry               

0.005 
winner              

0.005 
winona              

17/25

-2.6


0.007 
alien               

0.006 
soldier             

0.006 
captain             

0.005 
american            

0.005 
battle              

0.005 
mission             

0.005 
special             

0.005 
black               

0.005 
power               

0.005 
office              

0.004 
human               

0.004 
space               

0.004 
washington          

0.004 
attack              

0.004 
earth               

11/25

-0.5


0.043 
parker              

0.032 
crash               

0.026 
mel                 

0.022 
roberts             

0.020 
circle              

0.018 
gibson              

0.016 
theory              

0.015 
disaster            

0.012 
tree                

0.012 
conspiracy          

0.011 
assassin            

0.011 
snipes              

0.011 
fugit               

0.010 
plane               

0.010 
peak                

3/25

-0.0


0.049 
devil               

0.040 
travolta            

0.028 
warrior             

0.023 
sky                 

0.018 
insect              

0.015 
theron              

0.014 
virtue              

0.011 
charlize            

0.010 
fever               

0.010 
feel-good           

0.009 
advocate            

0.006 
reeves              

0.004 
october             

0.002 
month               

0.002 
bug                 

14/25

-0.0


0.015 
erotic              

0.014 
walker              

0.014 
beloved             

0.012 
juliet              

0.011 
bacon               

0.011 
kitchen             

0.010 
nc-17               

0.010 
ireland             

0.008 
mute                

0.007 
ranch               

0.007 
cemetery            

0.007 
dysfunctional       

0.006 
luc                 

0.006 
meat                

0.006 
immortal            

16/25

-0.0


0.041 
hunter              

0.028 
piano               

0.024 
holiday             

0.022 
bride               

0.022 
carpenter           

0.021 
halloween           

0.021 
ethan               

0.015 
dear                

0.015 
post                

0.012 
instrument          

0.011 
odyssey             

0.010 
electrons           

0.009 
bachelor            

0.007 
persuasion          

0.007 
fisherman           

0/25

-0.0


0.049 
moore               

0.024 
cat                 

0.023 
anderson            

0.018 
wood                

0.017 
burton              

0.015 
reynolds            

0.015 
julianne            

0.015 
depp                

0.014 
cruise              

0.014 
rocky               

0.014 
goodman             

0.013 
ricci               

0.010 
graham              

0.010 
hollow              

0.010 
cats                

20/25

0.0


0.033 
miller              

0.026 
bunch               

0.019 
buck                

0.017 
frankenstein        

0.016 
cox                 

0.016 
brady               

0.015 
farmer              

0.015 
blade               

0.015 
kennedy             

0.014 
cole                

0.014 
spice               

0.014 
thornton            

0.013 
chuck               

0.013 
babe                

0.012 
pig                 

8/25

0.0


0.078 
gus                 

0.064 
affleck             

0.045 
bounce              

0.004 
flight              

0.002 
ill-fated           

0.001 
harvard             

0.001 
paltrow             

0.001 
prison              

0.001 
shower              

0.001 
mimi                

0.001 
goldwyn             

0.001 
airline             

0.001 
afraid              

0.001 
proverbial          

0.001 
session             

7/25

0.0


0.052 
la                  

0.024 
titan               

0.019 
scorsese            

0.019 
niro                

0.016 
nolte               

0.015 
newman              

0.015 
ransom              

0.014 
monty               

0.014 
downey              

0.014 
bull                

0.012 
pool                

0.011 
casino              

0.010 
patton              

0.010 
reese               

0.010 
rumor               

23/25

0.1


0.087 
citizen             

0.059 
kane                

0.041 
castle              

0.024 
wells               

0.023 
palace              

0.002 
masterpiece         

0.002 
wished              

0.001 
gothic              

0.001 
newspaper           

0.001 
greatest            

0.001 
headline            

0.001 
represent           

0.001 
envision            

0.001 
descent             

0.001 
background          

21/25

0.1


0.068 
issue               

0.062 
client              

0.032 
nude                

0.029 
artist              

0.020 
sarandon            

0.018 
rome                

0.017 
stripper            

0.013 
siren               

0.011 
fitzgerald          

0.008 
birds               

0.003 
frontal             

0.002 
benefit             

0.002 
contempt            

0.001 
fancies             

0.001 
mass                

10/25

0.1


0.028 
vegas               

0.025 
dancer              

0.019 
storm               

0.017 
las                 

0.012 
cage                

0.011 
aids                

0.011 
malkovich           

0.010 
wings               

0.009 
diaz                

0.009 
bone                

0.006 
catastrophe         

0.006 
dexter              

0.006 
cure                

0.006 
trooper             

0.006 
o'connor            

13/25

0.1


0.054 
blue                

0.049 
red                 

0.036 
ford                

0.030 
wars                

0.022 
kieslowski          

0.022 
harrison            

0.021 
restore             

0.017 
empire              

0.014 
sunday              

0.014 
madeleine           

0.012 
trilogy             

0.012 
krzysztof           

0.010 
emperor             

0.010 
oz                  

0.009 
liberty             

18/25

0.1


0.031 
club                

0.017 
cusack              

0.016 
north               

0.013 
gross               

0.013 
campbell            

0.012 
pitt                

0.012 
monkey              

0.011 
twelve              

0.010 
watson              

0.010 
nicholson           

0.010 
farce               

0.010 
reunion             

0.010 
holm                

0.009 
tucci               

0.008 
skip                

12/25

0.1


0.070 
lies                

0.054 
fish                

0.042 
bridge              

0.035 
trailer             

0.033 
sharp               

0.028 
turner              

0.027 
lesbian             

0.027 
eastwood            

0.019 
load                

0.009 
dreamworks          

0.009 
county              

0.007 
madison             

0.006 
clip                

0.006 
beneath             

0.002 
homeless            

9/25

0.3


0.054 
hanks               

0.053 
communist           

0.044 
fiennes             

0.043 
28                  

0.038 
chess               

0.033 
honey               

0.031 
belle               

0.028 
cookie              

0.026 
beatty              

0.011 
quiz                

0.009 
gump                

0.005 
tiger               

0.003 
russia              

0.002 
screw               

0.001 
musician            

5/25

0.3


0.081 
opera               

0.059 
hill                

0.050 
beach               

0.045 
al                  

0.041 
collin              

0.034 
pacino              

0.034 
freeman             

0.028 
godfather           

0.026 
judd                

0.020 
diary               

0.016 
mann                

0.016 
butcher             

0.007 
psycho              

0.006 
cops                

0.005 
glamor              

22/25

3.9


0.006 
recommend           

0.006 
animal              

0.006 
language            

0.005 
mine                

0.005 
reflect             

0.005 
age                 

0.005 
opinion             

0.005 
meant               

0.005 
employ              

0.005 
disney              

0.004 
favorite            

0.004 
pg-13               

0.004 
full                

0.004 
2                   

0.004 
laugh               

24/25

8.7


0.003 
emotion             

0.003 
present             

0.002 
true                

0.002 
motion              

0.002 
women               

0.002 
power               

0.002 
american            

0.002 
situated            

0.002 
human               

0.002 
support             

0.002 
question            

0.002 
nature              

0.002 
perfect             

0.002 
matter              

0.002 
entertain