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 = 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_v20170929/20170930-mod_name=slda__np-frac_labels=1.000-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/lap0005600.000_topic_model_snapshot

6/25

-11.8


0.009 
origin              

0.007 
suppose             

0.007 
hero                

0.006 
summer              

0.006 
fun                 

0.006 
chan                

0.006 
entertain           

0.006 
lack                

0.005 
couple              

0.005 
enjoy               

0.005 
mr                  

0.005 
sequence            

0.005 
brother             

0.005 
pretty              

0.004 
case                

4/25

-2.5


0.007 
editor              

0.006 
house               

0.006 
return              

0.006 
runtime             

0.006 
thinks              

0.005 
meet                

0.005 
girl                

0.005 
money               

0.005 
screenwriter        

0.005 
telling             

0.005 
husband             

0.005 
taking              

0.005 
told                

0.005 
realize             

0.005 
talk                

23/25

-1.9


0.028 
laugh               

0.013 
comic               

0.011 
jokes               

0.010 
series              

0.010 
smith               

0.009 
satire              

0.008 
murphy              

0.008 
gags                

0.008 
fun                 

0.007 
hilarious           

0.007 
murray              

0.007 
parody              

0.007 
televised           

0.006 
joke                

0.006 
amused              

3/25

-1.8


0.053 
school              

0.030 
game                

0.029 
girls               

0.026 
student             

0.019 
boys                

0.018 
teacher             

0.016 
college             

0.013 
girl                

0.012 
team                

0.012 
parent              

0.012 
class               

0.011 
boy                 

0.010 
basketball          

0.009 
player              

0.009 
sport               

7/25

-1.8


0.032 
dr                  

0.022 
horror              

0.016 
doctor              

0.016 
dead                

0.016 
dark                

0.012 
death               

0.012 
professor           

0.010 
blood               

0.009 
scream              

0.009 
ghost               

0.009 
monster             

0.007 
mystery             

0.007 
evil                

0.007 
patient             

0.007 
nightmare           

19/25

-0.5


0.039 
letter              

0.036 
free                

0.035 
video               

0.030 
word                

0.029 
send                

0.028 
week                

0.028 
subject             

0.026 
recommend           

0.020 
email               

0.020 
subscribe           

0.020 
valley              

0.019 
state               

0.018 
unit                

0.013 
silicon             

0.013 
theater             

22/25

-0.3


0.021 
money               

0.015 
drug                

0.012 
boss                

0.012 
crime               

0.011 
gang                

0.008 
criminal            

0.008 
car                 

0.008 
city                

0.008 
gangster            

0.007 
bank                

0.007 
gun                 

0.007 
street              

0.007 
violent             

0.006 
tarantino           

0.006 
drugs               

9/25

-0.0


0.034 
french              

0.022 
paris               

0.018 
lover               

0.016 
dance               

0.014 
de                  

0.013 
english             

0.012 
franc               

0.011 
subtitles           

0.011 
romance             

0.010 
american            

0.010 
affair              

0.009 
danced              

0.009 
kieslowski          

0.009 
romantic            

0.009 
dancer              

21/25

0.0


0.008 
rate                

0.007 
mpaa                

0.006 
bit                 

0.006 
simply              

0.006 
adult               

0.006 
general             

0.006 
fact                

0.005 
finds               

0.005 
situated            

0.005 
narrated            

0.005 
plenty              

0.004 
provide             

0.004 
universe            

0.004 
create              

0.004 
appeal              

13/25

0.2


0.019 
king                

0.018 
mrs                 

0.016 
parker              

0.013 
shakespeare         

0.011 
branagh             

0.010 
queen               

0.009 
sister              

0.009 
version             

0.009 
costume             

0.009 
carter              

0.008 
eve                 

0.008 
adapt               

0.008 
product             

0.008 
brother             

0.007 
stage               

5/25

0.3


0.023 
mine                

0.022 
reflect             

0.022 
employ              

0.022 
opinion             

0.022 
meant               

0.018 
recommend           

0.010 
award               

0.009 
1996                

0.008 
excel               

0.007 
found               

0.007 
1997                

0.006 
rate                

0.006 
nudity              

0.006 
thumb               

0.006 
full                

20/25

0.4


0.007 
language            

0.004 
nudity              

0.004 
writer              

0.004 
strong              

0.004 
full                

0.004 
explain             

0.004 
older               

0.003 
manage              

0.003 
asks                

0.003 
rest                

0.003 
pg-13               

0.003 
fast                

0.003 
large               

0.003 
i'm                 

0.003 
sweet               

10/25

0.4


0.012 
agent               

0.011 
chase               

0.011 
plane               

0.010 
car                 

0.009 
van                 

0.009 
crash               

0.008 
thriller            

0.008 
train               

0.007 
speed               

0.007 
die                 

0.007 
air                 

0.007 
sequence            

0.007 
tension             

0.007 
jones               

0.006 
preside             

15/25

0.5


0.042 
murder              

0.029 
police              

0.025 
killer              

0.018 
detect              

0.015 
investigate         

0.015 
crime               

0.014 
thriller            

0.014 
suspect             

0.013 
mystery             

0.011 
death               

0.010 
case                

0.008 
serial              

0.008 
victim              

0.008 
chan                

0.008 
noir                

14/25

0.8


0.018 
english             

0.017 
country             

0.016 
american            

0.011 
subtitles           

0.011 
village             

0.010 
chinese             

0.009 
italian             

0.008 
city                

0.008 
polite              

0.007 
culture             

0.007 
japanese            

0.007 
opera               

0.007 
china               

0.006 
poet                

0.006 
spanish             

11/25

0.9


0.028 
bond                

0.020 
alien               

0.016 
space               

0.013 
island              

0.012 
ship                

0.012 
earth               

0.011 
series              

0.011 
special             

0.011 
crew                

0.011 
science             

0.010 
human               

0.009 
trek                

0.009 
dr                  

0.008 
mission             

0.008 
planet              

1/25

1.4


0.036 
town                

0.013 
white               

0.013 
local               

0.011 
brother             

0.011 
black               

0.010 
west                

0.009 
wild                

0.009 
fish                

0.009 
horse               

0.009 
indian              

0.008 
road                

0.008 
gold                

0.008 
sheriff             

0.007 
western             

0.007 
cowboy              

0/25

1.5


0.053 
war                 

0.020 
soldier             

0.015 
battle              

0.015 
german              

0.015 
fight               

0.013 
american            

0.012 
army                

0.009 
military            

0.009 
british             

0.008 
command             

0.008 
major               

0.008 
russian             

0.008 
history             

0.008 
captain             

0.008 
prison              

24/25

1.5


0.013 
case                

0.013 
polite              

0.011 
god                 

0.011 
white               

0.011 
church              

0.010 
lawyer              

0.010 
trial               

0.009 
preside             

0.009 
black               

0.009 
judge               

0.008 
washington          

0.008 
moore               

0.007 
prison              

0.007 
priest              

0.007 
firm                

16/25

1.9


0.025 
romantic            

0.016 
romance             

0.013 
women               

0.012 
gay                 

0.011 
wed                 

0.010 
married             

0.009 
lover               

0.008 
sister              

0.008 
charm               

0.007 
actress             

0.007 
attract             

0.007 
affair              

0.007 
wonders             

0.007 
kiss                

0.007 
heart               

12/25

2.2


0.018 
artist              

0.015 
art                 

0.011 
stone               

0.009 
von                 

0.009 
van                 

0.009 
book                

0.009 
hopkin              

0.008 
paint               

0.008 
harris              

0.008 
de                  

0.008 
perfect             

0.008 
jude                

0.008 
create              

0.007 
power               

0.007 
mr                  

18/25

2.7


0.023 
documentary         

0.014 
group               

0.014 
woody               

0.013 
rock                

0.011 
interview           

0.011 
band                

0.010 
night               

0.009 
camera              

0.008 
singer              

0.008 
black               

0.008 
member              

0.008 
art                 

0.008 
song                

0.007 
record              

0.007 
songs               

17/25

3.0


0.041 
animal              

0.023 
disney              

0.018 
voice               

0.017 
dog                 

0.015 
children            

0.012 
origin              

0.012 
human               

0.011 
age                 

0.011 
adult               

0.010 
christmas           

0.009 
voiced              

0.009 
version             

0.009 
magic               

0.009 
cartoon             

0.008 
king                

8/25

4.0


0.012 
motion              

0.010 
distributor         

0.008 
length              

0.007 
aspect              

0.007 
element             

0.006 
mpaa                

0.006 
present             

0.005 
limit               

0.005 
occasional          

0.005 
product             

0.005 
state               

0.004 
date                

0.004 
maker               

0.004 
level               

0.004 
theatrical          

2/25

4.3


0.010 
emotion             

0.006 
present             

0.006 
human               

0.005 
understand          

0.005 
children            

0.005 
lives               

0.005 
child               

0.005 
power               

0.004 
question            

0.004 
nature              

0.004 
matter              

0.004 
experience          

0.004 
death               

0.004 
situated            

0.004 
tale