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 = 0.05

0.050.10.2
1.0

N_STATES = 50.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/bow_pang_movie_reviews_v20170929/20170930-mod_name=slda__np-frac_labels=0.050-n_states=050-alpha=0.1000-tau=0.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=mallet_gibbs_sampler-n_batches=1/5/lap0003100.000_topic_model_snapshot

12/50

-64.5


0.014 
suppose             

0.008 
i'm                 

0.008 
poor                

0.008 
pretty              

0.008 
origin              

0.007 
sit                 

0.007 
worst               

0.007 
mr                  

0.006 
couple              

0.006 
stupid              

0.006 
save                

0.006 
you're              

0.006 
chase               

0.006 
bore                

0.005 
theater             

48/50

-21.4


0.069 
war                 

0.029 
soldier             

0.023 
battle              

0.017 
army                

0.015 
fight               

0.014 
military            

0.014 
american            

0.013 
captain             

0.013 
command             

0.012 
office              

0.012 
general             

0.011 
major               

0.010 
russian             

0.009 
hero                

0.009 
fire                

47/50

-19.4


0.045 
length              

0.041 
mpaa                

0.031 
aspect              

0.030 
classification      

0.027 
state               

0.027 
theatrical          

0.025 
date                

0.025 
unit                

0.023 
mature              

0.022 
ratio               

0.020 
limit               

0.019 
wide                

0.016 
2                   

0.014 
1996                

0.014 
nudity              

24/50

-15.6


0.069 
dr                  

0.039 
doctor              

0.027 
professor           

0.015 
patient             

0.013 
monster             

0.013 
hospital            

0.012 
medic               

0.011 
room                

0.010 
death               

0.009 
mental              

0.008 
scientist           

0.008 
power               

0.008 
evil                

0.007 
mystery             

0.007 
invisible           

34/50

-15.6


0.008 
editor              

0.006 
runtime             

0.006 
thinks              

0.006 
telling             

0.006 
screenwriter        

0.006 
girl                

0.006 
attract             

0.006 
talk                

0.005 
left                

0.005 
found               

0.005 
chance              

0.005 
feels               

0.005 
return              

0.005 
question            

0.005 
realize             

39/50

-13.5


0.043 
god                 

0.037 
church              

0.025 
priest              

0.023 
religious           

0.017 
religion            

0.016 
saint               

0.015 
catholic            

0.015 
believed            

0.015 
duvall              

0.014 
question            

0.012 
kilmer              

0.011 
sonny               

0.011 
answer              

0.011 
val                 

0.011 
break               

2/50

-11.1


0.024 
general             

0.023 
universe            

0.022 
office              

0.015 
stanford            

0.015 
counsel             

0.011 
sequence            

0.009 
tension             

0.008 
extreme             

0.008 
simply              

0.008 
found               

0.007 
lack                

0.007 
clear               

0.007 
manage              

0.007 
instinct            

0.007 
establish           

38/50

-9.3


0.032 
horror              

0.022 
dead                

0.018 
blood               

0.015 
death               

0.015 
ghost               

0.015 
scream              

0.013 
gore                

0.011 
genre               

0.011 
dark                

0.011 
vampire             

0.010 
thriller            

0.009 
murder              

0.009 
2                   

0.009 
nightmare           

0.009 
night               

21/50

-8.5


0.010 
language            

0.006 
writer              

0.005 
pg-13               

0.005 
large               

0.005 
older               

0.005 
asks                

0.005 
strong              

0.005 
explain             

0.004 
laugh               

0.004 
i'm                 

0.004 
2                   

0.004 
full                

0.004 
speak               

0.004 
nudity              

0.004 
manage              

32/50

-5.7


0.041 
laugh               

0.016 
comic               

0.015 
jokes               

0.012 
fun                 

0.012 
gags                

0.011 
satire              

0.011 
parody              

0.011 
murphy              

0.010 
joke                

0.009 
amused              

0.008 
murray              

0.008 
televised           

0.008 
series              

0.008 
hilarious           

0.007 
parts               

8/50

-5.1


0.035 
documentary         

0.017 
interview           

0.015 
camera              

0.012 
black               

0.010 
white               

0.009 
subject             

0.009 
public              

0.008 
talk                

0.008 
footage             

0.008 
news                

0.008 
event               

0.007 
group               

0.007 
america             

0.007 
kane                

0.007 
history             

17/50

-3.6


0.030 
age                 

0.024 
series              

0.020 
origin              

0.018 
gave                

0.017 
thought             

0.015 
pg                  

0.012 
10                  

0.012 
2                   

0.012 
8                   

0.011 
imagine             

0.011 
version             

0.011 
9                   

0.010 
favorite            

0.010 
3                   

0.010 
batman              

41/50

-3.2


0.039 
stone               

0.034 
jones               

0.024 
jackson             

0.017 
rob                 

0.014 
heaven              

0.013 
fraser              

0.013 
walker              

0.012 
stallone            

0.012 
elliot              

0.012 
girl                

0.011 
davis               

0.011 
nature              

0.010 
gray                

0.009 
peak                

0.009 
water               

4/50

-3.1


0.011 
rate                

0.009 
mpaa                

0.008 
adult               

0.008 
bit                 

0.007 
fact                

0.007 
plenty              

0.006 
half                

0.006 
provide             

0.006 
narrated            

0.006 
situated            

0.005 
simply              

0.005 
feels               

0.005 
create              

0.005 
appeal              

0.005 
finds               

13/50

-2.2


0.018 
boss                

0.017 
crime               

0.016 
money               

0.016 
gang                

0.014 
cop                 

0.013 
car                 

0.012 
criminal            

0.011 
gangster            

0.011 
city                

0.010 
gun                 

0.009 
cops                

0.009 
bank                

0.009 
mob                 

0.009 
robbery             

0.008 
hit                 

35/50

-1.2


0.037 
art                 

0.034 
artist              

0.026 
woody               

0.024 
book                

0.020 
write               

0.016 
york                

0.015 
writer              

0.013 
paint               

0.012 
model               

0.011 
critic              

0.009 
magazine            

0.009 
publish             

0.009 
create              

0.008 
famous              

0.008 
theater             

1/50

-0.4


0.038 
gay                 

0.038 
night               

0.034 
moore               

0.019 
brother             

0.018 
tony                

0.017 
anderson            

0.013 
julianne            

0.013 
art                 

0.013 
reynolds            

0.011 
hoffman             

0.011 
goodman             

0.009 
homosexual          

0.009 
tucci               

0.008 
straight            

0.008 
burt                

9/50

-0.1


0.026 
mine                

0.025 
reflect             

0.025 
meant               

0.024 
employ              

0.024 
opinion             

0.021 
recommend           

0.010 
award               

0.010 
1996                

0.008 
1997                

0.008 
nudity              

0.007 
full                

0.007 
favorite            

0.007 
excel               

0.007 
thumb               

0.007 
found               

3/50

0.1


0.076 
school              

0.045 
student             

0.043 
girls               

0.026 
teacher             

0.026 
boys                

0.026 
girl                

0.025 
college             

0.017 
teen                

0.015 
class               

0.013 
parent              

0.012 
teach               

0.009 
lives               

0.009 
learn               

0.008 
boy                 

0.007 
youth               

14/50

0.1


0.026 
prison              

0.025 
case                

0.023 
lawyer              

0.021 
trial               

0.020 
black               

0.019 
judge               

0.018 
murder              

0.016 
law                 

0.015 
white               

0.013 
court               

0.011 
justice             

0.010 
attorney            

0.010 
question            

0.010 
death               

0.010 
convict             

40/50

0.2


0.039 
money               

0.017 
business            

0.016 
company             

0.014 
pay                 

0.013 
vegas               

0.011 
firm                

0.010 
rich                

0.010 
office              

0.009 
sell                

0.009 
worker              

0.009 
boss                

0.008 
000                 

0.008 
meet                

0.008 
las                 

0.008 
dream               

43/50

1.0


0.022 
penn                

0.021 
irish               

0.018 
altman              

0.018 
collin              

0.018 
cage                

0.017 
pitt                

0.016 
quinn               

0.016 
short               

0.016 
ireland             

0.015 
prison              

0.015 
member              

0.014 
city                

0.014 
robbin              

0.013 
mickey              

0.013 
jr                  

10/50

1.2


0.024 
emotion             

0.011 
drama               

0.009 
heart               

0.009 
power               

0.008 
human               

0.008 
present             

0.007 
daughter            

0.007 
forced              

0.007 
lives               

0.006 
situated            

0.006 
husband             

0.006 
individual          

0.006 
child               

0.006 
tale                

0.006 
import              

29/50

3.5


0.017 
city                

0.016 
death               

0.014 
dream               

0.013 
images              

0.012 
dark                

0.010 
visual              

0.009 
memory              

0.009 
tale                

0.009 
dead                

0.008 
light               

0.008 
save                

0.008 
magic               

0.008 
poet                

0.007 
vision              

0.007 
journey             

28/50

3.7


0.046 
smith               

0.026 
mel                 

0.020 
tarantino           

0.019 
gibson              

0.018 
comic               

0.017 
brown               

0.016 
quentin             

0.014 
pulp                

0.014 
sister              

0.012 
clerk               

0.011 
chase               

0.011 
goldberg            

0.011 
road                

0.011 
fun                 

0.010 
cusack              

49/50

3.8


0.025 
king                

0.012 
century             

0.011 
queen               

0.011 
mrs                 

0.010 
british             

0.010 
sir                 

0.010 
jude                

0.010 
lady                

0.010 
england             

0.009 
adapt               

0.009 
london              

0.008 
costume             

0.008 
english             

0.008 
carter              

0.007 
period              

25/50

4.1


0.022 
mr                  

0.021 
car                 

0.014 
house               

0.013 
mrs                 

0.012 
night               

0.011 
police              

0.011 
husband             

0.011 
room                

0.011 
train               

0.009 
driver              

0.008 
money               

0.007 
escape              

0.007 
station             

0.007 
return              

0.007 
editor              

30/50

5.1


0.055 
bond                

0.039 
chan                

0.033 
agent               

0.020 
sequence            

0.017 
fight               

0.015 
kong                

0.014 
secret              

0.014 
chase               

0.013 
connery             

0.012 
mission             

0.011 
spy                 

0.011 
seagal              

0.010 
hong                

0.009 
fbi                 

0.009 
operate             

19/50

5.8


0.045 
murder              

0.034 
killer              

0.030 
police              

0.024 
detect              

0.022 
thriller            

0.020 
mystery             

0.019 
investigate         

0.017 
suspect             

0.013 
crime               

0.012 
case                

0.012 
death               

0.011 
serial              

0.010 
inspector           

0.009 
victim              

0.009 
noir                

46/50

6.0


0.052 
drug                

0.027 
parker              

0.024 
drugs               

0.016 
addict              

0.014 
group               

0.013 
smoke               

0.010 
party               

0.010 
drink               

0.009 
message             

0.009 
usage               

0.009 
dealer              

0.008 
heroin              

0.008 
alcohol             

0.008 
boyle               

0.007 
black               

5/50

7.1


0.043 
french              

0.026 
paris               

0.023 
lover               

0.022 
affair              

0.018 
husband             

0.016 
english             

0.014 
couple              

0.013 
de                  

0.013 
franc               

0.012 
subtitles           

0.010 
romance             

0.010 
pierre              

0.010 
michel              

0.009 
romantic            

0.009 
married             

23/50

7.1


0.046 
letter              

0.041 
free                

0.039 
video               

0.035 
week                

0.034 
word                

0.033 
send                

0.033 
recommend           

0.032 
subject             

0.025 
email               

0.024 
subscribe           

0.023 
valley              

0.021 
state               

0.020 
unit                

0.016 
silicon             

0.015 
theater             

22/50

8.8


0.072 
animal              

0.039 
disney              

0.029 
dog                 

0.029 
voice               

0.017 
king                

0.015 
voiced              

0.015 
human               

0.014 
dogs                

0.014 
children            

0.012 
beast               

0.012 
princess            

0.012 
cartoon             

0.011 
cat                 

0.011 
adult               

0.010 
giant               

26/50

9.3


0.026 
country             

0.022 
polite              

0.020 
american            

0.015 
english             

0.013 
village             

0.012 
subtitles           

0.011 
culture             

0.011 
chinese             

0.009 
city                

0.009 
govern              

0.009 
chang               

0.009 
japanese            

0.008 
china               

0.008 
revolution          

0.008 
america             

16/50

10.6


0.071 
game                

0.029 
team                

0.024 
player              

0.021 
sport               

0.021 
basketball          

0.019 
coach               

0.016 
win                 

0.013 
baseball            

0.013 
football            

0.012 
match               

0.011 
air                 

0.011 
fight               

0.010 
boxing              

0.010 
dream               

0.010 
sequence            

42/50

10.8


0.050 
women               

0.018 
female              

0.015 
male                

0.015 
talk                

0.014 
fish                

0.014 
actress             

0.014 
dress               

0.012 
water               

0.010 
girl                

0.010 
nudity              

0.010 
food                

0.009 
drink               

0.008 
body                

0.008 
naked               

0.008 
porn                

31/50

11.0


0.024 
version             

0.021 
bergman             

0.020 
branagh             

0.018 
shakespeare         

0.017 
origin              

0.016 
al                  

0.014 
pacino              

0.014 
shadow              

0.013 
ingmar              

0.013 
dark                

0.013 
juliet              

0.012 
wolf                

0.012 
restore             

0.011 
art                 

0.011 
romeo               

45/50

11.0


0.012 
motion              

0.009 
distributor         

0.008 
element             

0.006 
impress             

0.006 
occasional          

0.005 
fact                

0.005 
level               

0.005 
they're             

0.005 
present             

0.005 
product             

0.004 
entertain           

0.004 
solid               

0.004 
sequence            

0.004 
rare                

0.004 
approach            

27/50

11.2


0.033 
alien               

0.026 
space               

0.018 
science             

0.017 
human               

0.016 
earth               

0.014 
special             

0.013 
trek                

0.013 
planet              

0.012 
park                

0.012 
fiction             

0.011 
compute             

0.010 
scientist           

0.009 
crew                

0.009 
mission             

0.009 
stewart             

6/50

12.9


0.036 
island              

0.027 
plane               

0.022 
ship                

0.019 
crash               

0.017 
boat                

0.014 
crew                

0.014 
sea                 

0.014 
titan               

0.011 
hanks               

0.011 
moon                

0.011 
land                

0.010 
board               

0.010 
flight              

0.010 
air                 

0.010 
water               

18/50

13.2


0.029 
brother             

0.027 
children            

0.027 
parent              

0.025 
sister              

0.025 
child               

0.023 
house               

0.023 
boy                 

0.017 
baby                

0.016 
daughter            

0.011 
girl                

0.011 
adult               

0.010 
dad                 

0.009 
kid                 

0.009 
older               

0.009 
childhood           

0/50

14.3


0.029 
de                  

0.024 
award               

0.023 
oscar               

0.018 
brook               

0.017 
academy             

0.014 
fonda               

0.014 
nominal             

0.013 
niro                

0.012 
win                 

0.011 
won                 

0.011 
roth                

0.011 
support             

0.010 
judd                

0.010 
buck                

0.010 
la                  

36/50

15.2


0.062 
town                

0.019 
local               

0.016 
indian              

0.016 
mountain            

0.013 
white               

0.013 
wild                

0.012 
west                

0.012 
gold                

0.011 
horse               

0.011 
brother             

0.011 
western             

0.010 
cowboy              

0.009 
ride                

0.008 
sheriff             

0.008 
black               

37/50

15.6


0.053 
williams            

0.034 
christmas           

0.023 
ford                

0.023 
eve                 

0.019 
harrison            

0.019 
kieslowski          

0.017 
wars                

0.015 
blue                

0.014 
red                 

0.014 
mrs                 

0.014 
santa               

0.012 
origin              

0.012 
silver              

0.011 
holiday             

0.011 
north               

33/50

15.7


0.034 
van                 

0.015 
schwarzenegger      

0.015 
hero                

0.014 
speed               

0.013 
reeves              

0.012 
crowe               

0.012 
die                 

0.012 
ice                 

0.011 
depp                

0.011 
harris              

0.011 
spacey              

0.010 
carrey              

0.010 
bacon               

0.010 
weaver              

0.010 
cruise              

44/50

18.2


0.039 
romantic            

0.031 
romance             

0.018 
wed                 

0.013 
charm               

0.012 
meet                

0.009 
chemistry           

0.009 
lover               

0.009 
attract             

0.009 
kiss                

0.009 
married             

0.008 
nice                

0.008 
couple              

0.008 
delight             

0.008 
date                

0.008 
wonders             

20/50

19.8


0.034 
preside             

0.023 
washington          

0.022 
polite              

0.013 
senate              

0.013 
travolta            

0.011 
american            

0.011 
campaign            

0.011 
state               

0.010 
eastwood            

0.010 
power               

0.010 
elect               

0.010 
conspiracy          

0.009 
report              

0.008 
hackman             

0.008 
nation              

7/50

20.5


0.009 
nature              

0.009 
human               

0.009 
perfect             

0.008 
understand          

0.008 
fascinate           

0.007 
emotion             

0.007 
create              

0.007 
present             

0.007 
question            

0.007 
power               

0.006 
unique              

0.006 
camera              

0.005 
reality             

0.005 
narrated            

0.005 
capture             

15/50

23.1


0.030 
german              

0.024 
von                 

0.020 
hopkin              

0.020 
nazi                

0.017 
camp                

0.017 
otto                

0.016 
jewish              

0.016 
group               

0.015 
war                 

0.015 
jews                

0.014 
schindler           

0.013 
holocaust           

0.013 
nazis               

0.013 
germany             

0.012 
concentrate         

11/50

29.5


0.029 
rock                

0.028 
dance               

0.026 
singer              

0.023 
band                

0.023 
sing                

0.021 
danced              

0.018 
song                

0.018 
songs               

0.017 
opera               

0.016 
dancer              

0.014 
group               

0.014 
number              

0.013 
stage               

0.012 
concert             

0.011 
record