LEGEND_NAME = Gibbs_LDA

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 = 0.2

0.050.10.2
1.0

N_STATES = 25.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/bow_pang_movie_reviews_v20170929/20170930-mod_name=slda__np-frac_labels=0.200-n_states=025-alpha=0.1000-tau=0.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=mallet_gibbs_sampler-n_batches=1/8/lap0004900.000_topic_model_snapshot

6/25

-10.9


0.008 
origin              

0.008 
summer              

0.007 
hero                

0.007 
suppose             

0.007 
fun                 

0.006 
enjoy               

0.006 
chan                

0.005 
entertain           

0.005 
couple              

0.005 
mr                  

0.005 
money               

0.005 
sequence            

0.004 
villain             

0.004 
fact                

0.004 
save                

7/25

-3.4


0.034 
dr                  

0.021 
horror              

0.018 
dead                

0.014 
doctor              

0.013 
death               

0.013 
dark                

0.011 
blood               

0.011 
professor           

0.009 
ghost               

0.009 
mystery             

0.009 
monster             

0.008 
scream              

0.008 
patient             

0.007 
gore                

0.007 
night               

4/25

-2.7


0.007 
editor              

0.007 
house               

0.006 
runtime             

0.006 
telling             

0.006 
return              

0.006 
husband             

0.006 
thinks              

0.005 
money               

0.005 
room                

0.005 
girl                

0.005 
meet                

0.005 
talk                

0.005 
screenwriter        

0.004 
married             

0.004 
taking              

22/25

-1.1


0.021 
money               

0.014 
drug                

0.013 
boss                

0.012 
crime               

0.011 
gang                

0.010 
car                 

0.009 
criminal            

0.008 
gangster            

0.007 
city                

0.007 
dealer              

0.007 
gun                 

0.007 
bank                

0.006 
tarantino           

0.006 
vegas               

0.006 
mob                 

20/25

-0.7


0.006 
language            

0.004 
nudity              

0.004 
writer              

0.004 
full                

0.004 
older               

0.004 
explain             

0.004 
i'm                 

0.003 
talk                

0.003 
asks                

0.003 
large               

0.003 
pg-13               

0.003 
laugh               

0.003 
strong              

0.003 
fast                

0.003 
body                

21/25

-0.4


0.008 
rate                

0.007 
mpaa                

0.007 
bit                 

0.006 
general             

0.006 
simply              

0.006 
finds               

0.005 
adult               

0.005 
fact                

0.005 
provide             

0.005 
narrated            

0.005 
plenty              

0.004 
half                

0.004 
create              

0.004 
sequence            

0.004 
situated            

19/25

-0.1


0.039 
letter              

0.038 
free                

0.036 
video               

0.030 
word                

0.030 
recommend           

0.029 
week                

0.029 
subject             

0.027 
send                

0.022 
email               

0.021 
subscribe           

0.020 
unit                

0.020 
valley              

0.019 
state               

0.014 
silicon             

0.013 
friday              

23/25

-0.1


0.026 
laugh               

0.016 
comic               

0.011 
smith               

0.009 
series              

0.009 
jokes               

0.009 
satire              

0.008 
murphy              

0.008 
gags                

0.007 
fun                 

0.007 
joke                

0.007 
parody              

0.007 
murray              

0.007 
amused              

0.006 
sight               

0.006 
williams            

3/25

-0.0


0.053 
school              

0.031 
girls               

0.027 
game                

0.027 
student             

0.019 
boys                

0.018 
teacher             

0.016 
college             

0.012 
girl                

0.012 
boy                 

0.012 
team                

0.010 
basketball          

0.010 
player              

0.010 
teen                

0.009 
professor           

0.009 
parent              

11/25

0.2


0.026 
bond                

0.018 
alien               

0.015 
space               

0.013 
island              

0.012 
science             

0.011 
special             

0.011 
ship                

0.010 
crew                

0.010 
earth               

0.010 
series              

0.009 
mission             

0.008 
human               

0.008 
planet              

0.008 
trek                

0.008 
dr                  

5/25

1.1


0.022 
reflect             

0.022 
mine                

0.021 
employ              

0.021 
meant               

0.021 
opinion             

0.018 
recommend           

0.011 
award               

0.008 
1996                

0.007 
age                 

0.007 
favorite            

0.007 
rate                

0.007 
excel               

0.006 
found               

0.006 
1997                

0.006 
parts               

10/25

1.4


0.014 
agent               

0.012 
chase               

0.010 
car                 

0.010 
thriller            

0.010 
plane               

0.009 
van                 

0.008 
crash               

0.008 
train               

0.007 
jones               

0.007 
air                 

0.007 
speed               

0.007 
die                 

0.007 
cop                 

0.007 
tension             

0.007 
game                

15/25

1.5


0.041 
murder              

0.032 
police              

0.026 
killer              

0.018 
detect              

0.015 
thriller            

0.015 
crime               

0.014 
investigate         

0.013 
suspect             

0.012 
mystery             

0.010 
death               

0.010 
case                

0.009 
victim              

0.009 
noir                

0.008 
serial              

0.008 
chan                

14/25

1.6


0.020 
american            

0.017 
english             

0.015 
country             

0.011 
village             

0.010 
women               

0.010 
subtitles           

0.009 
city                

0.009 
chinese             

0.008 
polite              

0.008 
italian             

0.007 
culture             

0.007 
japanese            

0.007 
china               

0.006 
girl                

0.006 
moon                

0/25

1.6


0.052 
war                 

0.020 
soldier             

0.015 
german              

0.014 
battle              

0.014 
fight               

0.012 
army                

0.012 
american            

0.009 
military            

0.009 
british             

0.009 
russian             

0.008 
history             

0.008 
polite              

0.008 
general             

0.008 
command             

0.008 
captain             

9/25

1.9


0.037 
french              

0.023 
paris               

0.018 
dance               

0.018 
lover               

0.012 
de                  

0.012 
blue                

0.011 
franc               

0.011 
affair              

0.011 
english             

0.011 
romantic            

0.011 
subtitles           

0.010 
romance             

0.010 
danced              

0.010 
dancer              

0.010 
kieslowski          

1/25

1.9


0.039 
town                

0.016 
brother             

0.015 
white               

0.012 
black               

0.011 
local               

0.010 
wild                

0.009 
west                

0.009 
fish                

0.009 
sheriff             

0.008 
western             

0.008 
horse               

0.008 
indian              

0.008 
gold                

0.008 
cowboy              

0.007 
road                

16/25

1.9


0.024 
romantic            

0.017 
romance             

0.013 
women               

0.013 
gay                 

0.012 
wed                 

0.008 
charm               

0.008 
lover               

0.008 
married             

0.008 
wonders             

0.007 
attract             

0.007 
meet                

0.007 
sister              

0.007 
actress             

0.006 
husband             

0.006 
nice                

8/25

2.3


0.012 
motion              

0.010 
distributor         

0.008 
length              

0.008 
aspect              

0.008 
element             

0.006 
mpaa                

0.006 
present             

0.005 
limit               

0.005 
occasional          

0.005 
level               

0.005 
state               

0.004 
date                

0.004 
maker               

0.004 
classification      

0.004 
theatrical          

24/25

3.1


0.013 
case                

0.013 
polite              

0.012 
black               

0.011 
lawyer              

0.011 
church              

0.011 
god                 

0.010 
white               

0.010 
preside             

0.009 
judge               

0.009 
trial               

0.009 
moore               

0.008 
priest              

0.008 
washington          

0.008 
office              

0.008 
question            

17/25

3.3


0.041 
animal              

0.023 
disney              

0.018 
dog                 

0.018 
voice               

0.014 
children            

0.012 
origin              

0.011 
human               

0.011 
adult               

0.010 
christmas           

0.009 
voiced              

0.009 
age                 

0.009 
magic               

0.009 
cartoon             

0.008 
parent              

0.008 
version             

12/25

3.3


0.019 
artist              

0.014 
stone               

0.011 
art                 

0.009 
harris              

0.009 
book                

0.009 
paint               

0.009 
van                 

0.009 
hopkin              

0.008 
power               

0.008 
de                  

0.008 
von                 

0.008 
create              

0.007 
mr                  

0.007 
jude                

0.006 
perfect             

18/25

3.3


0.024 
documentary         

0.014 
woody               

0.013 
rock                

0.013 
group               

0.012 
interview           

0.011 
band                

0.008 
record              

0.008 
black               

0.008 
camera              

0.008 
famous              

0.007 
songs               

0.007 
sing                

0.007 
art                 

0.007 
singer              

0.007 
night               

13/25

3.8


0.021 
king                

0.020 
mrs                 

0.019 
parker              

0.014 
sister              

0.014 
shakespeare         

0.012 
branagh             

0.011 
brother             

0.011 
version             

0.011 
adapt               

0.010 
eve                 

0.010 
costume             

0.010 
queen               

0.010 
campbell            

0.010 
carter              

0.009 
lady                

2/25

4.0


0.010 
emotion             

0.006 
present             

0.005 
human               

0.005 
understand          

0.005 
children            

0.005 
power               

0.005 
child               

0.005 
lives               

0.004 
experience          

0.004 
question            

0.004 
nature              

0.004 
tale                

0.004 
matter              

0.004 
true                

0.004 
subject