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 = 50.0

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=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/lap0003200.000_topic_model_snapshot

12/50

-33.6


0.014 
suppose             

0.009 
i'm                 

0.008 
poor                

0.007 
worse               

0.007 
pretty              

0.007 
mr                  

0.006 
lack                

0.006 
sit                 

0.006 
origin              

0.006 
formula             

0.006 
bore                

0.006 
dead                

0.006 
they're             

0.006 
chase               

0.006 
predict             

6/50

-7.5


0.035 
island              

0.025 
plane               

0.021 
ship                

0.019 
crash               

0.017 
boat                

0.014 
titan               

0.013 
sea                 

0.012 
crew                

0.012 
beach               

0.011 
land                

0.011 
water               

0.010 
moon                

0.010 
board               

0.009 
dicaprio            

0.009 
hanks               

39/50

-6.7


0.044 
god                 

0.035 
church              

0.026 
priest              

0.021 
religious           

0.016 
catholic            

0.016 
believed            

0.016 
religion            

0.016 
saint               

0.015 
duvall              

0.012 
kilmer              

0.012 
break               

0.011 
question            

0.011 
sonny               

0.010 
val                 

0.009 
order               

47/50

-6.6


0.044 
mpaa                

0.042 
length              

0.031 
aspect              

0.030 
classification      

0.030 
theatrical          

0.026 
state               

0.025 
unit                

0.023 
date                

0.022 
ratio               

0.022 
mature              

0.020 
wide                

0.019 
limit               

0.016 
distributor         

0.016 
motion              

0.015 
2                   

24/50

-6.3


0.066 
dr                  

0.037 
doctor              

0.027 
professor           

0.016 
patient             

0.012 
hospital            

0.011 
monster             

0.011 
mystery             

0.011 
room                

0.010 
medic               

0.010 
death               

0.009 
evil                

0.009 
power               

0.009 
strang              

0.008 
mental              

0.008 
scientist           

2/50

-6.1


0.028 
general             

0.022 
office              

0.021 
universe            

0.014 
stanford            

0.014 
counsel             

0.010 
simply              

0.010 
tension             

0.009 
extreme             

0.009 
found               

0.009 
sequence            

0.008 
manage              

0.007 
wrong               

0.007 
deliver             

0.007 
thriller            

0.007 
baldwin             

34/50

-5.4


0.008 
editor              

0.007 
telling             

0.007 
thinks              

0.007 
runtime             

0.006 
talk                

0.006 
return              

0.006 
chance              

0.005 
screenwriter        

0.005 
attract             

0.005 
realize             

0.005 
house               

0.005 
left                

0.005 
learn               

0.005 
question            

0.005 
found               

42/50

-4.2


0.043 
women               

0.018 
female              

0.017 
talk                

0.014 
male                

0.014 
dress               

0.012 
actress             

0.012 
water               

0.011 
nudity              

0.011 
fish                

0.011 
food                

0.010 
body                

0.010 
walk                

0.009 
eat                 

0.009 
girl                

0.009 
american            

3/50

-3.6


0.078 
school              

0.046 
girls               

0.045 
student             

0.029 
teacher             

0.027 
boys                

0.024 
college             

0.019 
girl                

0.017 
teen                

0.016 
class               

0.012 
parent              

0.011 
teach               

0.010 
learn               

0.008 
dream               

0.007 
group               

0.007 
graduate            

4/50

-3.1


0.011 
rate                

0.009 
mpaa                

0.007 
fact                

0.007 
bit                 

0.007 
adult               

0.007 
plenty              

0.006 
situated            

0.006 
finds               

0.006 
narrated            

0.006 
half                

0.006 
provide             

0.005 
simply              

0.005 
create              

0.005 
comic               

0.004 
feels               

13/50

-3.0


0.018 
money               

0.017 
crime               

0.016 
gang                

0.015 
boss                

0.013 
car                 

0.013 
city                

0.012 
criminal            

0.012 
cop                 

0.011 
gangster            

0.010 
gun                 

0.009 
black               

0.009 
brother             

0.009 
hit                 

0.009 
mob                 

0.008 
cops                

41/50

-2.9


0.043 
stone               

0.035 
jones               

0.022 
jackson             

0.017 
rob                 

0.015 
davis               

0.015 
fraser              

0.013 
walker              

0.013 
elliot              

0.013 
stallone            

0.012 
lake                

0.011 
heaven              

0.011 
disaster            

0.011 
devil               

0.010 
talk                

0.010 
gray                

46/50

-2.6


0.050 
drug                

0.027 
parker              

0.023 
drugs               

0.016 
addict              

0.013 
group               

0.013 
smoke               

0.010 
dealer              

0.010 
alcohol             

0.009 
heroin              

0.009 
husband             

0.008 
party               

0.008 
usage               

0.008 
older               

0.008 
drink               

0.008 
couple              

38/50

-2.5


0.032 
horror              

0.022 
dead                

0.021 
blood               

0.015 
scream              

0.014 
dark                

0.014 
ghost               

0.012 
gore                

0.012 
death               

0.011 
night               

0.011 
vampire             

0.010 
thriller            

0.010 
genre               

0.010 
murder              

0.010 
body                

0.009 
scary               

15/50

-1.7


0.024 
german              

0.022 
von                 

0.020 
hopkin              

0.020 
nazi                

0.016 
camp                

0.016 
otto                

0.016 
jewish              

0.016 
war                 

0.015 
group               

0.014 
jews                

0.014 
schindler           

0.013 
holocaust           

0.013 
germany             

0.012 
nazis               

0.012 
concentrate         

14/50

-1.2


0.025 
prison              

0.024 
case                

0.023 
lawyer              

0.022 
murder              

0.022 
trial               

0.022 
black               

0.020 
white               

0.018 
judge               

0.016 
law                 

0.013 
court               

0.012 
death               

0.011 
justice             

0.011 
crime               

0.011 
attorney            

0.010 
convict             

48/50

-1.0


0.068 
war                 

0.029 
soldier             

0.023 
battle              

0.018 
army                

0.018 
fight               

0.014 
military            

0.013 
command             

0.013 
captain             

0.012 
american            

0.011 
major               

0.011 
office              

0.010 
general             

0.010 
german              

0.010 
force               

0.010 
russian             

21/50

-0.7


0.010 
language            

0.006 
writer              

0.006 
pg-13               

0.005 
strong              

0.005 
explain             

0.005 
large               

0.005 
i'm                 

0.005 
full                

0.005 
older               

0.005 
asks                

0.005 
eyes                

0.004 
nudity              

0.004 
rest                

0.004 
2                   

0.004 
fast                

25/50

-0.2


0.021 
mr                  

0.021 
car                 

0.015 
mrs                 

0.011 
house               

0.011 
night               

0.011 
train               

0.010 
room                

0.010 
driver              

0.009 
husband             

0.009 
police              

0.008 
money               

0.008 
station             

0.007 
escape              

0.007 
body                

0.006 
return              

23/50

1.0


0.051 
letter              

0.042 
free                

0.041 
video               

0.035 
week                

0.035 
recommend           

0.033 
word                

0.033 
send                

0.030 
subject             

0.026 
email               

0.025 
subscribe           

0.022 
valley              

0.021 
unit                

0.021 
state               

0.016 
silicon             

0.015 
opens               

30/50

1.3


0.055 
bond                

0.039 
chan                

0.033 
agent               

0.019 
sequence            

0.016 
fight               

0.015 
secret              

0.014 
kong                

0.014 
chase               

0.013 
mission             

0.013 
connery             

0.011 
spy                 

0.010 
seagal              

0.010 
fbi                 

0.010 
hong                

0.009 
govern              

17/50

1.4


0.032 
age                 

0.018 
thought             

0.018 
series              

0.018 
gave                

0.017 
origin              

0.015 
pg                  

0.012 
2                   

0.012 
favorite            

0.011 
sweet               

0.011 
8                   

0.011 
10                  

0.010 
9                   

0.010 
3                   

0.009 
kid                 

0.009 
version             

5/50

1.5


0.044 
french              

0.027 
paris               

0.023 
affair              

0.023 
lover               

0.016 
de                  

0.015 
english             

0.014 
husband             

0.013 
franc               

0.012 
subtitles           

0.012 
couple              

0.011 
romance             

0.011 
italian             

0.010 
romantic            

0.010 
michel              

0.010 
pierre              

9/50

1.6


0.025 
reflect             

0.025 
mine                

0.025 
opinion             

0.024 
meant               

0.024 
employ              

0.021 
recommend           

0.011 
award               

0.009 
1996                

0.008 
excel               

0.008 
rate                

0.007 
1997                

0.007 
full                

0.007 
nudity              

0.007 
thumb               

0.007 
found               

35/50

1.7


0.036 
art                 

0.034 
artist              

0.024 
woody               

0.022 
book                

0.018 
write               

0.017 
writer              

0.013 
paint               

0.012 
york                

0.012 
model               

0.010 
critic              

0.009 
famous              

0.009 
publish             

0.008 
read                

0.008 
magazine            

0.008 
create              

16/50

1.9


0.071 
game                

0.029 
team                

0.023 
player              

0.020 
basketball          

0.019 
sport               

0.019 
coach               

0.018 
win                 

0.014 
football            

0.013 
baseball            

0.011 
match               

0.011 
air                 

0.010 
boxing              

0.009 
games               

0.009 
athlete             

0.009 
school              

1/50

1.9


0.045 
night               

0.038 
gay                 

0.034 
moore               

0.019 
tony                

0.017 
anderson            

0.017 
brother             

0.013 
julianne            

0.013 
hoffman             

0.013 
reynolds            

0.012 
art                 

0.011 
works               

0.011 
cinema              

0.010 
goodman             

0.009 
tucci               

0.009 
steal               

29/50

2.3


0.017 
dream               

0.017 
city                

0.014 
death               

0.011 
images              

0.010 
lost                

0.010 
dark                

0.010 
dead                

0.010 
visual              

0.009 
light               

0.008 
vision              

0.008 
memory              

0.008 
poet                

0.008 
save                

0.007 
tale                

0.007 
boy                 

31/50

2.5


0.029 
version             

0.023 
shakespeare         

0.022 
bergman             

0.021 
branagh             

0.016 
al                  

0.016 
dark                

0.015 
pacino              

0.014 
ingmar              

0.013 
origin              

0.013 
juliet              

0.012 
shadow              

0.012 
classic             

0.011 
romeo               

0.011 
deep                

0.011 
hamlet              

27/50

2.6


0.032 
alien               

0.026 
space               

0.021 
human               

0.019 
science             

0.017 
earth               

0.013 
trek                

0.013 
planet              

0.013 
park                

0.012 
special             

0.012 
fiction             

0.011 
compute             

0.010 
mission             

0.010 
crew                

0.009 
scientist           

0.008 
mars                

0/50

2.6


0.027 
de                  

0.024 
award               

0.022 
oscar               

0.018 
academy             

0.015 
brook               

0.015 
fonda               

0.014 
nominal             

0.014 
niro                

0.013 
won                 

0.013 
win                 

0.012 
lost                

0.011 
la                  

0.011 
judd                

0.010 
roth                

0.010 
perfect             

22/50

2.6


0.067 
animal              

0.038 
disney              

0.029 
dog                 

0.027 
voice               

0.016 
king                

0.015 
voiced              

0.014 
children            

0.013 
cartoon             

0.013 
human               

0.012 
dogs                

0.012 
beast               

0.012 
princess            

0.012 
adventure           

0.011 
adult               

0.010 
cat                 

45/50

3.0


0.012 
motion              

0.009 
distributor         

0.008 
element             

0.006 
impress             

0.006 
occasional          

0.005 
product             

0.005 
level               

0.005 
fact                

0.005 
solid               

0.005 
approach            

0.005 
entertain           

0.004 
effort              

0.004 
present             

0.004 
credit              

0.004 
sort                

8/50

3.2


0.037 
documentary         

0.020 
interview           

0.013 
camera              

0.011 
white               

0.011 
black               

0.010 
public              

0.010 
subject             

0.010 
talk                

0.009 
group               

0.009 
remember            

0.009 
footage             

0.009 
question            

0.008 
event               

0.008 
news                

0.008 
kane                

18/50

3.2


0.029 
brother             

0.028 
parent              

0.026 
children            

0.025 
sister              

0.024 
child               

0.023 
house               

0.020 
boy                 

0.017 
girl                

0.017 
daughter            

0.015 
baby                

0.012 
adult               

0.009 
kid                 

0.009 
touch               

0.008 
dad                 

0.008 
secret              

43/50

3.4


0.021 
irish               

0.021 
penn                

0.019 
collin              

0.018 
altman              

0.018 
cage                

0.017 
prison              

0.017 
pitt                

0.015 
quinn               

0.015 
robbin              

0.014 
mickey              

0.014 
short               

0.014 
ireland             

0.013 
jr                  

0.012 
city                

0.012 
york                

32/50

3.8


0.042 
laugh               

0.015 
comic               

0.015 
fun                 

0.015 
jokes               

0.013 
satire              

0.012 
murphy              

0.012 
series              

0.011 
gags                

0.011 
joke                

0.011 
parody              

0.010 
amused              

0.009 
murray              

0.009 
hilarious           

0.008 
cameo               

0.007 
televised           

19/50

3.9


0.045 
murder              

0.036 
killer              

0.031 
police              

0.025 
detect              

0.021 
thriller            

0.020 
mystery             

0.019 
investigate         

0.017 
suspect             

0.013 
crime               

0.013 
serial              

0.012 
case                

0.011 
death               

0.010 
inspector           

0.010 
victim              

0.010 
cop                 

28/50

3.9


0.043 
smith               

0.026 
mel                 

0.020 
tarantino           

0.019 
gibson              

0.017 
brown               

0.016 
quentin             

0.015 
comic               

0.014 
clerk               

0.013 
pulp                

0.012 
chase               

0.012 
fiction             

0.011 
goldberg            

0.010 
cusack              

0.010 
dogs                

0.010 
fun                 

40/50

4.1


0.036 
money               

0.018 
company             

0.016 
business            

0.012 
vegas               

0.011 
firm                

0.011 
pay                 

0.010 
office              

0.010 
boss                

0.009 
worker              

0.009 
sell                

0.009 
rich                

0.008 
room                

0.008 
close               

0.008 
las                 

0.007 
meet                

26/50

4.3


0.027 
country             

0.025 
polite              

0.021 
american            

0.017 
english             

0.012 
village             

0.012 
subtitles           

0.011 
chinese             

0.011 
culture             

0.009 
women               

0.009 
japanese            

0.009 
govern              

0.009 
communist           

0.008 
city                

0.008 
foreign             

0.008 
revolution          

11/50

5.0


0.028 
rock                

0.027 
dance               

0.024 
singer              

0.023 
band                

0.022 
sing                

0.022 
danced              

0.018 
song                

0.017 
songs               

0.017 
number              

0.015 
dancer              

0.013 
stage               

0.013 
opera               

0.012 
group               

0.012 
concert             

0.011 
member              

36/50

5.3


0.060 
town                

0.016 
local               

0.015 
mountain            

0.015 
indian              

0.012 
west                

0.012 
western             

0.012 
gold                

0.012 
brother             

0.011 
white               

0.011 
wild                

0.010 
horse               

0.010 
cowboy              

0.010 
city                

0.009 
ride                

0.009 
village             

37/50

6.7


0.046 
williams            

0.035 
christmas           

0.023 
ford                

0.021 
eve                 

0.018 
blue                

0.018 
harrison            

0.018 
kieslowski          

0.016 
origin              

0.016 
wars                

0.014 
santa               

0.012 
holiday             

0.011 
mrs                 

0.011 
red                 

0.011 
silver              

0.011 
present             

20/50

7.1


0.034 
preside             

0.023 
washington          

0.019 
polite              

0.015 
american            

0.013 
travolta            

0.012 
senate              

0.010 
state               

0.010 
campaign            

0.010 
eastwood            

0.009 
power               

0.009 
conspiracy          

0.009 
perfect             

0.009 
elect               

0.009 
hackman             

0.008 
candid              

10/50

7.2


0.025 
emotion             

0.011 
drama               

0.009 
present             

0.008 
daughter            

0.008 
power               

0.008 
heart               

0.007 
lives               

0.007 
husband             

0.007 
human               

0.006 
simple              

0.006 
touch               

0.005 
struggle            

0.005 
complex             

0.005 
experience          

0.005 
tragedy             

49/50

8.8


0.023 
king                

0.013 
british             

0.012 
century             

0.011 
queen               

0.011 
mrs                 

0.010 
jude                

0.010 
sir                 

0.010 
lady                

0.010 
england             

0.009 
adapt               

0.009 
carter              

0.008 
london              

0.008 
costume             

0.008 
full                

0.008 
thompson            

33/50

9.1


0.037 
van                 

0.016 
schwarzenegger      

0.014 
hero                

0.014 
speed               

0.014 
ice                 

0.013 
reeves              

0.013 
carrey              

0.012 
crowe               

0.012 
depp                

0.012 
die                 

0.012 
spacey              

0.011 
danger              

0.011 
true                

0.010 
bacon               

0.010 
weaver              

44/50

9.6


0.040 
romantic            

0.029 
romance             

0.019 
wed                 

0.013 
meet                

0.013 
charm               

0.011 
lover               

0.010 
chemistry           

0.010 
kiss                

0.009 
married             

0.009 
wonders             

0.009 
nice                

0.008 
attract             

0.008 
nature              

0.008 
date                

0.008 
women               

7/50

13.5


0.009 
human               

0.008 
understand          

0.008 
nature              

0.008 
fascinate           

0.008 
narrated            

0.007 
question            

0.007 
present             

0.007 
create              

0.007 
power               

0.006 
perfect             

0.006 
subject             

0.006 
import              

0.006 
emotion             

0.006 
view                

0.006 
camera