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 = 0.1

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=0.100-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/lap0005500.000_topic_model_snapshot

6/25

-10.8


0.009 
origin              

0.008 
summer              

0.007 
enjoy               

0.007 
suppose             

0.007 
fun                 

0.006 
hero                

0.006 
entertain           

0.006 
chan                

0.005 
pretty              

0.005 
money               

0.005 
couple              

0.005 
sequence            

0.005 
lack                

0.005 
worth               

0.005 
manage              

4/25

-3.7


0.008 
editor              

0.006 
house               

0.006 
runtime             

0.006 
money               

0.006 
telling             

0.006 
thinks              

0.006 
return              

0.005 
meet                

0.005 
talk                

0.005 
screenwriter        

0.005 
girl                

0.005 
room                

0.005 
attract             

0.004 
taking              

0.004 
realize             

7/25

-3.0


0.031 
dr                  

0.020 
horror              

0.016 
dead                

0.014 
doctor              

0.014 
death               

0.014 
dark                

0.011 
professor           

0.010 
mystery             

0.010 
ghost               

0.010 
blood               

0.008 
monster             

0.008 
patient             

0.008 
body                

0.008 
scream              

0.007 
strang              

20/25

-1.2


0.007 
language            

0.004 
nudity              

0.004 
strong              

0.004 
explain             

0.004 
older               

0.004 
full                

0.004 
writer              

0.004 
large               

0.003 
talk                

0.003 
i'm                 

0.003 
asks                

0.003 
manage              

0.003 
2                   

0.003 
pg-13               

0.003 
rest                

0/25

-0.9


0.052 
war                 

0.019 
soldier             

0.015 
german              

0.014 
fight               

0.014 
battle              

0.013 
american            

0.012 
army                

0.009 
command             

0.009 
major               

0.009 
captain             

0.008 
military            

0.008 
polite              

0.008 
general             

0.008 
british             

0.008 
russian             

21/25

-0.2


0.008 
rate                

0.007 
mpaa                

0.006 
bit                 

0.006 
general             

0.006 
simply              

0.006 
adult               

0.005 
finds               

0.005 
fact                

0.005 
provide             

0.005 
plenty              

0.004 
narrated            

0.004 
create              

0.004 
half                

0.004 
feels               

0.004 
idea                

10/25

-0.1


0.013 
chase               

0.013 
agent               

0.010 
plane               

0.010 
car                 

0.009 
thriller            

0.009 
van                 

0.008 
crash               

0.007 
train               

0.007 
air                 

0.007 
speed               

0.007 
tension             

0.007 
preside             

0.007 
ford                

0.007 
game                

0.006 
sequence            

5/25

0.0


0.024 
reflect             

0.023 
mine                

0.022 
opinion             

0.022 
employ              

0.022 
meant               

0.018 
recommend           

0.011 
award               

0.009 
1996                

0.008 
rate                

0.007 
excel               

0.007 
found               

0.006 
1997                

0.006 
thumb               

0.006 
full                

0.006 
age                 

23/25

0.4


0.029 
laugh               

0.016 
comic               

0.010 
jokes               

0.010 
series              

0.010 
smith               

0.009 
satire              

0.008 
gags                

0.008 
murphy              

0.008 
fun                 

0.008 
amused              

0.007 
parody              

0.007 
joke                

0.007 
murray              

0.007 
hilarious           

0.006 
sight               

3/25

0.5


0.051 
school              

0.028 
girls               

0.026 
game                

0.026 
student             

0.018 
boys                

0.016 
teacher             

0.015 
college             

0.012 
girl                

0.011 
team                

0.011 
parent              

0.011 
player              

0.010 
class               

0.010 
basketball          

0.009 
teen                

0.009 
sport               

22/25

0.7


0.020 
money               

0.014 
drug                

0.013 
crime               

0.012 
boss                

0.010 
gang                

0.010 
car                 

0.009 
criminal            

0.008 
gangster            

0.008 
bank                

0.007 
violent             

0.007 
city                

0.007 
gun                 

0.007 
street              

0.007 
vegas               

0.007 
tarantino           

19/25

0.8


0.040 
letter              

0.039 
free                

0.034 
video               

0.031 
week                

0.028 
subject             

0.028 
word                

0.028 
recommend           

0.028 
send                

0.021 
email               

0.020 
subscribe           

0.020 
state               

0.018 
valley              

0.017 
unit                

0.014 
theater             

0.013 
silicon             

8/25

1.6


0.012 
motion              

0.010 
distributor         

0.008 
length              

0.007 
aspect              

0.007 
element             

0.005 
mpaa                

0.005 
limit               

0.005 
occasional          

0.005 
present             

0.004 
level               

0.004 
state               

0.004 
date                

0.004 
theatrical          

0.004 
support             

0.004 
product             

1/25

1.8


0.036 
town                

0.014 
white               

0.013 
local               

0.013 
brother             

0.012 
black               

0.009 
wild                

0.009 
road                

0.009 
west                

0.009 
indian              

0.008 
fish                

0.008 
gold                

0.008 
sheriff             

0.007 
travel              

0.007 
cowboy              

0.007 
western             

11/25

2.4


0.027 
bond                

0.019 
alien               

0.016 
space               

0.013 
island              

0.012 
science             

0.011 
earth               

0.011 
ship                

0.011 
special             

0.011 
series              

0.010 
crew                

0.010 
human               

0.009 
trek                

0.009 
dr                  

0.008 
planet              

0.008 
wars                

15/25

2.5


0.042 
murder              

0.030 
police              

0.025 
killer              

0.019 
detect              

0.015 
investigate         

0.014 
crime               

0.013 
suspect             

0.012 
mystery             

0.012 
death               

0.012 
thriller            

0.010 
case                

0.008 
serial              

0.008 
victim              

0.008 
chan                

0.007 
inspector           

17/25

2.9


0.039 
animal              

0.023 
disney              

0.018 
voice               

0.017 
dog                 

0.016 
children            

0.013 
origin              

0.012 
age                 

0.011 
adult               

0.010 
human               

0.010 
version             

0.009 
christmas           

0.009 
magic               

0.009 
voiced              

0.009 
cartoon             

0.008 
parent              

14/25

2.9


0.019 
english             

0.018 
country             

0.018 
american            

0.013 
village             

0.011 
subtitles           

0.010 
italian             

0.010 
chinese             

0.009 
polite              

0.008 
culture             

0.008 
japanese            

0.007 
city                

0.007 
china               

0.007 
poet                

0.006 
opera               

0.006 
husband             

2/25

3.4


0.010 
emotion             

0.006 
present             

0.006 
human               

0.006 
understand          

0.005 
power               

0.005 
child               

0.005 
children            

0.005 
experience          

0.005 
matter              

0.004 
true                

0.004 
lives               

0.004 
question            

0.004 
death               

0.004 
nature              

0.004 
tale                

12/25

3.4


0.019 
artist              

0.015 
art                 

0.013 
stone               

0.009 
von                 

0.009 
paint               

0.009 
van                 

0.009 
harris              

0.008 
de                  

0.008 
hopkin              

0.008 
create              

0.007 
perfect             

0.007 
jude                

0.007 
power               

0.007 
book                

0.007 
visual              

18/25

3.6


0.024 
documentary         

0.016 
woody               

0.015 
rock                

0.013 
group               

0.013 
interview           

0.011 
band                

0.009 
camera              

0.009 
record              

0.008 
black               

0.008 
singer              

0.008 
songs               

0.007 
sing                

0.007 
song                

0.007 
drug                

0.007 
famous              

24/25

3.8


0.014 
case                

0.013 
polite              

0.012 
god                 

0.012 
church              

0.010 
white               

0.010 
lawyer              

0.010 
preside             

0.009 
trial               

0.009 
black               

0.009 
judge               

0.009 
washington          

0.009 
moore               

0.008 
prison              

0.007 
believed            

0.007 
priest              

9/25

4.6


0.035 
french              

0.022 
paris               

0.019 
lover               

0.016 
dance               

0.013 
de                  

0.013 
english             

0.012 
romance             

0.012 
franc               

0.010 
subtitles           

0.010 
affair              

0.009 
dancer              

0.009 
blue                

0.009 
kieslowski          

0.009 
denis               

0.009 
romantic            

16/25

4.8


0.024 
romantic            

0.015 
romance             

0.013 
women               

0.012 
gay                 

0.012 
wed                 

0.010 
husband             

0.009 
married             

0.008 
lover               

0.008 
sister              

0.008 
charm               

0.007 
wonders             

0.007 
kiss                

0.007 
affair              

0.007 
actress             

0.007 
attract             

13/25

5.6


0.020 
king                

0.018 
mrs                 

0.015 
parker              

0.013 
shakespeare         

0.011 
branagh             

0.011 
version             

0.011 
sister              

0.010 
eve                 

0.009 
costume             

0.009 
carter              

0.008 
campbell            

0.008 
queen               

0.008 
adapt               

0.008 
full                

0.008 
brother