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 = 1.0

0.050.10.2
1.0

N_STATES = 25.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/bow_pang_movie_reviews_v20170929/20171011frombest-mod_name=slda__tf-frac_labels=1.000-n_states=025-alpha=1.0100-tau=1.0100-lambda_w=000.100-init_name=bestauc_gibbs_K025_f1.000-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=1/1/lap0000125.000_topic_model_snapshot

6/25

-17.8


0.003 
dead                

0.003 
found               

0.003 
left                

0.003 
brother             

0.002 
suppose             

0.002 
case                

0.002 
night               

0.002 
city                

0.002 
nature              

0.002 
writer              

0.002 
product             

0.002 
group               

0.002 
couple              

0.002 
matter              

0.002 
fact                

4/25

-7.7


0.018 
house               

0.013 
editor              

0.010 
lover               

0.009 
runtime             

0.009 
husband             

0.008 
attract             

0.008 
girl                

0.007 
prison              

0.007 
telling             

0.007 
shown               

0.007 
meets               

0.006 
wealthy             

0.006 
book                

0.006 
romance             

0.006 
daughter            

21/25

-4.1


0.028 
mpaa                

0.017 
rate                

0.017 
narrated            

0.013 
emotion             

0.011 
stanford            

0.011 
plenty              

0.011 
counsel             

0.011 
situated            

0.010 
simple              

0.009 
adult               

0.008 
conflict            

0.007 
explore             

0.007 
notable             

0.007 
potential           

0.007 
struggle            

7/25

-3.1


0.033 
dr                  

0.028 
horror              

0.023 
professor           

0.016 
blood               

0.014 
scream              

0.013 
dark                

0.012 
doctor              

0.011 
house               

0.009 
vampire             

0.008 
death               

0.008 
ghost               

0.008 
gore                

0.008 
patient             

0.008 
crash               

0.007 
haunt               

3/25

-1.5


0.078 
school              

0.044 
game                

0.043 
girls               

0.038 
student             

0.035 
boys                

0.026 
teacher             

0.020 
college             

0.015 
team                

0.014 
boy                 

0.014 
parent              

0.013 
basketball          

0.013 
class               

0.012 
win                 

0.012 
coach               

0.010 
sport               

23/25

-1.1


0.052 
laugh               

0.023 
jokes               

0.019 
murphy              

0.016 
parody              

0.016 
gags                

0.015 
satire              

0.014 
williams            

0.014 
brook               

0.013 
series              

0.013 
joke                

0.013 
murray              

0.012 
cusack              

0.011 
carrey              

0.010 
mel                 

0.010 
televised           

5/25

0.0


0.046 
opinion             

0.045 
employ              

0.045 
reflect             

0.044 
meant               

0.043 
mine                

0.037 
recommend           

0.017 
award               

0.015 
full                

0.014 
nudity              

0.014 
1996                

0.013 
age                 

0.013 
1997                

0.012 
thumb               

0.011 
parts               

0.011 
dialog              

9/25

0.1


0.042 
french              

0.025 
paris               

0.018 
affair              

0.016 
dance               

0.015 
husband             

0.015 
franc               

0.015 
blue                

0.013 
passion             

0.011 
stranger            

0.011 
women               

0.011 
apartment           

0.010 
kieslowski          

0.010 
cinema              

0.010 
suicide             

0.010 
english             

22/25

0.1


0.029 
money               

0.027 
drug                

0.024 
boss                

0.019 
gang                

0.018 
crime               

0.014 
criminal            

0.013 
car                 

0.012 
gangster            

0.012 
bank                

0.012 
vegas               

0.011 
drugs               

0.011 
dealer              

0.010 
mob                 

0.010 
tarantino           

0.009 
robbery             

13/25

0.2


0.038 
mrs                 

0.032 
parker              

0.019 
shakespeare         

0.016 
branagh             

0.015 
guest               

0.015 
eve                 

0.015 
campbell            

0.011 
garden              

0.010 
fraser              

0.010 
monty               

0.010 
juliet              

0.010 
storm               

0.009 
winter              

0.009 
gibson              

0.009 
romeo               

19/25

0.3


0.051 
letter              

0.049 
free                

0.040 
week                

0.040 
send                

0.035 
video               

0.033 
word                

0.029 
recommend           

0.022 
subject             

0.020 
valley              

0.020 
email               

0.020 
subscribe           

0.018 
language            

0.015 
unit                

0.015 
12                  

0.013 
silicon             

14/25

0.3


0.039 
english             

0.031 
country             

0.021 
village             

0.020 
subtitles           

0.016 
american            

0.015 
chinese             

0.014 
polite              

0.013 
indian              

0.012 
italian             

0.010 
native              

0.010 
saint               

0.010 
spanish             

0.010 
japanese            

0.009 
communist           

0.009 
china               

10/25

0.5


0.028 
agent               

0.026 
chase               

0.018 
van                 

0.017 
tony                

0.016 
train               

0.016 
plane               

0.014 
thriller            

0.014 
speed               

0.014 
hunt                

0.010 
fbi                 

0.010 
cruise              

0.010 
travolta            

0.010 
bus                 

0.009 
air                 

0.009 
hostage             

11/25

0.9


0.044 
bond                

0.030 
alien               

0.026 
space               

0.018 
science             

0.017 
ship                

0.017 
earth               

0.015 
island              

0.015 
dr                  

0.014 
crew                

0.014 
monster             

0.013 
scientist           

0.013 
mission             

0.013 
trek                

0.012 
planet              

0.011 
series              

15/25

1.0


0.065 
murder              

0.049 
police              

0.041 
killer              

0.026 
detect              

0.023 
thriller            

0.021 
chan                

0.021 
investigate         

0.020 
crime               

0.016 
suspect             

0.013 
mystery             

0.013 
jackson             

0.012 
serial              

0.011 
noir                

0.010 
cop                 

0.010 
death               

12/25

1.2


0.024 
artist              

0.021 
jones               

0.020 
de                  

0.019 
master              

0.017 
stone               

0.011 
hopkin              

0.010 
von                 

0.009 
stewart             

0.009 
jude                

0.009 
emotion             

0.008 
epic                

0.007 
mr                  

0.007 
depp                

0.007 
oscar               

0.007 
poet                

0/25

1.3


0.070 
war                 

0.023 
soldier             

0.021 
battle              

0.018 
german              

0.017 
army                

0.015 
fight               

0.012 
command             

0.012 
military            

0.011 
russian             

0.011 
captain             

0.009 
camp                

0.008 
nazi                

0.008 
american            

0.008 
ii                  

0.007 
train               

24/25

1.5


0.020 
polite              

0.016 
church              

0.016 
lawyer              

0.015 
washington          

0.015 
preside             

0.014 
trial               

0.012 
judge               

0.012 
god                 

0.012 
priest              

0.012 
firm                

0.012 
law                 

0.009 
justice             

0.008 
moore               

0.008 
devil               

0.008 
brown               

1/25

2.0


0.067 
town                

0.015 
white               

0.012 
western             

0.011 
gold                

0.011 
black               

0.010 
road                

0.010 
horse               

0.010 
west                

0.010 
sheriff             

0.010 
paradis             

0.009 
cowboy              

0.009 
local               

0.009 
carter              

0.008 
texas               

0.007 
reside              

16/25

5.0


0.033 
romantic            

0.024 
romance             

0.018 
wed                 

0.018 
lover               

0.012 
charm               

0.011 
laugh               

0.011 
chemistry           

0.011 
kiss                

0.010 
married             

0.010 
gay                 

0.008 
wonders             

0.008 
attract             

0.007 
nice                

0.007 
club                

0.006 
actress             

17/25

5.3


0.033 
animal              

0.019 
disney              

0.015 
voice               

0.015 
dog                 

0.015 
king                

0.012 
christmas           

0.011 
version             

0.009 
voiced              

0.009 
age                 

0.008 
adult               

0.008 
cat                 

0.008 
cartoon             

0.007 
cute                

0.007 
favorite            

0.007 
boy                 

18/25

5.6


0.022 
documentary         

0.013 
woody               

0.012 
interview           

0.012 
black               

0.011 
night               

0.011 
remember            

0.011 
band                

0.008 
song                

0.007 
art                 

0.007 
famous              

0.007 
white               

0.007 
report              

0.007 
video               

0.006 
radio               

0.006 
york                

20/25

5.7


0.012 
language            

0.011 
i'm                 

0.011 
money               

0.010 
favorite            

0.009 
writer              

0.009 
kid                 

0.008 
pg-13               

0.008 
car                 

0.007 
order               

0.007 
poor                

0.007 
count               

0.006 
dress               

0.006 
large               

0.006 
hilarious           

0.006 
you've              

8/25

10.6


0.006 
present             

0.006 
sequence            

0.006 
american            

0.005 
motion              

0.005 
entertain           

0.005 
enjoy               

0.005 
true                

0.005 
fact                

0.004 
number              

0.004 
room                

0.004 
comic               

0.004 
element             

0.004 
distributor         

0.004 
origin              

0.004 
support             

2/25

11.1


0.004 
question            

0.004 
girl                

0.004 
daughter            

0.004 
power               

0.004 
nature              

0.004 
human               

0.004 
lives               

0.003 
bit                 

0.003 
perfect             

0.003 
house               

0.003 
city                

0.003 
trouble             

0.003 
close               

0.003 
death               

0.003 
lead