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 = 50.0

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=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/lap0009300.000_topic_model_snapshot

12/50

-32.0


0.013 
suppose             

0.010 
i'm                 

0.009 
pretty              

0.008 
worse               

0.008 
you're              

0.008 
couple              

0.008 
worst               

0.007 
poor                

0.007 
lack                

0.007 
predict             

0.007 
save                

0.007 
bore                

0.007 
they're             

0.007 
hand                

0.006 
obvious             

46/50

-4.9


0.046 
drug                

0.031 
parker              

0.024 
drugs               

0.019 
smoke               

0.016 
addict              

0.012 
group               

0.011 
couple              

0.009 
heroin              

0.009 
boyle               

0.009 
deal                

0.009 
message             

0.009 
dealer              

0.008 
party               

0.008 
dylan               

0.007 
days                

34/50

-4.2


0.009 
editor              

0.008 
thinks              

0.007 
runtime             

0.007 
telling             

0.007 
taking              

0.006 
screenwriter        

0.006 
return              

0.006 
girl                

0.006 
left                

0.006 
talk                

0.005 
attract             

0.005 
realize             

0.005 
feels               

0.005 
found               

0.005 
chance              

6/50

-3.0


0.033 
island              

0.027 
plane               

0.022 
ship                

0.021 
crash               

0.016 
boat                

0.016 
sea                 

0.014 
titan               

0.013 
water               

0.013 
crew                

0.012 
land                

0.012 
beach               

0.011 
captain             

0.011 
board               

0.010 
flight              

0.010 
passenger           

3/50

-2.4


0.077 
school              

0.047 
girls               

0.042 
student             

0.027 
teacher             

0.026 
boys                

0.021 
girl                

0.021 
college             

0.017 
class               

0.014 
teen                

0.012 
group               

0.011 
parent              

0.010 
teach               

0.009 
learn               

0.008 
teens               

0.007 
kiss                

24/50

-2.4


0.067 
dr                  

0.036 
doctor              

0.029 
professor           

0.016 
patient             

0.013 
monster             

0.013 
hospital            

0.012 
medic               

0.010 
mental              

0.010 
scientist           

0.009 
room                

0.007 
secret              

0.007 
death               

0.007 
head                

0.007 
condition           

0.007 
experience          

2/50

-1.7


0.024 
general             

0.023 
universe            

0.022 
office              

0.016 
stanford            

0.015 
counsel             

0.010 
perfect             

0.010 
extreme             

0.010 
sequence            

0.009 
simply              

0.009 
robbin              

0.008 
deliver             

0.008 
baldwin             

0.008 
nolte               

0.007 
found               

0.007 
costner             

39/50

-1.5


0.040 
god                 

0.035 
church              

0.025 
priest              

0.018 
religious           

0.015 
break               

0.015 
religion            

0.015 
saint               

0.014 
catholic            

0.013 
believed            

0.012 
von                 

0.012 
kilmer              

0.011 
sonny               

0.011 
val                 

0.010 
question            

0.010 
belief              

38/50

-1.2


0.032 
horror              

0.021 
dead                

0.017 
ghost               

0.017 
dark                

0.016 
blood               

0.014 
scream              

0.013 
death               

0.012 
gore                

0.011 
night               

0.010 
vampire             

0.010 
body                

0.010 
2                   

0.009 
murder              

0.009 
genre               

0.008 
killer              

5/50

-1.1


0.054 
french              

0.032 
paris               

0.022 
english             

0.022 
lover               

0.020 
de                  

0.017 
affair              

0.016 
franc               

0.015 
subtitles           

0.013 
le                  

0.013 
couple              

0.012 
pierre              

0.012 
michel              

0.011 
meet                

0.011 
la                  

0.010 
jacques             

41/50

-0.9


0.038 
stone               

0.037 
jones               

0.027 
angell              

0.023 
jackson             

0.017 
devil               

0.016 
los                 

0.015 
heaven              

0.014 
fraser              

0.013 
elliot              

0.013 
gray                

0.012 
hollywood           

0.011 
walker              

0.011 
mia                 

0.010 
strang              

0.010 
daughter            

4/50

-0.9


0.010 
rate                

0.008 
mpaa                

0.007 
bit                 

0.007 
fact                

0.007 
adult               

0.006 
plenty              

0.006 
situated            

0.006 
half                

0.006 
simply              

0.006 
narrated            

0.005 
provide             

0.005 
create              

0.005 
finds               

0.005 
feels               

0.004 
appeal              

13/50

-0.8


0.019 
money               

0.018 
crime               

0.017 
gang                

0.016 
boss                

0.014 
car                 

0.012 
criminal            

0.012 
city                

0.011 
gangster            

0.011 
brother             

0.009 
escape              

0.009 
gun                 

0.009 
bank                

0.009 
rob                 

0.009 
robbery             

0.009 
mob                 

33/50

-0.7


0.015 
agent               

0.012 
hero                

0.011 
chase               

0.011 
sequence            

0.010 
van                 

0.010 
speed               

0.009 
die                 

0.009 
guys                

0.009 
thriller            

0.008 
hunt                

0.008 
mission             

0.007 
compute             

0.007 
conspiracy          

0.007 
car                 

0.007 
fbi                 

32/50

-0.6


0.041 
laugh               

0.019 
comic               

0.014 
jokes               

0.013 
fun                 

0.012 
gags                

0.012 
satire              

0.012 
murphy              

0.012 
parody              

0.011 
joke                

0.010 
amused              

0.009 
murray              

0.008 
carrey              

0.007 
series              

0.007 
televised           

0.007 
hilarious           

1/50

-0.6


0.039 
night               

0.038 
gay                 

0.036 
moore               

0.019 
tony                

0.019 
brother             

0.016 
anderson            

0.014 
art                 

0.014 
julianne            

0.013 
reynolds            

0.012 
cinema              

0.012 
hoffman             

0.011 
ice                 

0.011 
vince               

0.010 
ricci               

0.010 
tucci               

16/50

-0.5


0.073 
game                

0.030 
team                

0.024 
player              

0.021 
sport               

0.021 
basketball          

0.019 
coach               

0.016 
win                 

0.014 
baseball            

0.013 
football            

0.012 
match               

0.010 
athlete             

0.010 
boxing              

0.010 
buddy               

0.009 
games               

0.009 
chess               

25/50

-0.4


0.024 
mr                  

0.019 
mrs                 

0.017 
car                 

0.016 
room                

0.013 
house               

0.012 
night               

0.010 
husband             

0.009 
hotel               

0.008 
driver              

0.008 
money               

0.007 
finds               

0.007 
told                

0.007 
editor              

0.007 
train               

0.006 
police              

42/50

-0.2


0.048 
women               

0.019 
female              

0.018 
male                

0.015 
girl                

0.014 
nudity              

0.013 
water               

0.013 
fish                

0.012 
talk                

0.011 
husband             

0.011 
moon                

0.011 
body                

0.010 
daughter            

0.009 
eat                 

0.009 
actress             

0.009 
walk                

17/50

0.0


0.034 
origin              

0.024 
series              

0.022 
age                 

0.016 
gave                

0.015 
thought             

0.015 
2                   

0.014 
sequel              

0.013 
favorite            

0.012 
pg                  

0.012 
power               

0.012 
version             

0.011 
hughes              

0.010 
imagine             

0.010 
3                   

0.010 
9                   

14/50

0.1


0.031 
prison              

0.026 
black               

0.022 
case                

0.021 
lawyer              

0.021 
white               

0.020 
murder              

0.020 
trial               

0.017 
judge               

0.012 
court               

0.011 
convict             

0.011 
law                 

0.011 
attorney            

0.010 
death               

0.010 
justice             

0.009 
crime               

23/50

0.2


0.045 
letter              

0.044 
free                

0.037 
video               

0.037 
week                

0.035 
word                

0.034 
send                

0.032 
recommend           

0.029 
subject             

0.025 
state               

0.024 
email               

0.024 
valley              

0.024 
subscribe           

0.021 
unit                

0.016 
theater             

0.015 
silicon             

9/50

0.2


0.024 
reflect             

0.024 
mine                

0.023 
opinion             

0.023 
meant               

0.023 
employ              

0.019 
recommend           

0.010 
award               

0.009 
1996                

0.008 
nudity              

0.007 
1997                

0.007 
excel               

0.007 
rate                

0.007 
full                

0.007 
favorite            

0.007 
found               

18/50

0.5


0.033 
parent              

0.030 
sister              

0.029 
brother             

0.028 
children            

0.028 
house               

0.025 
boy                 

0.022 
child               

0.018 
daughter            

0.017 
baby                

0.012 
girl                

0.012 
kid                 

0.012 
adult               

0.012 
dad                 

0.010 
summer              

0.009 
touch               

36/50

0.8


0.058 
town                

0.018 
local               

0.016 
mountain            

0.016 
indian              

0.014 
west                

0.013 
gold                

0.013 
western             

0.012 
city                

0.012 
horse               

0.011 
brother             

0.010 
wild                

0.010 
cowboy              

0.009 
white               

0.009 
ride                

0.008 
sheriff             

19/50

0.8


0.044 
murder              

0.033 
killer              

0.033 
police              

0.023 
detect              

0.021 
thriller            

0.021 
mystery             

0.020 
investigate         

0.016 
suspect             

0.013 
crime               

0.012 
serial              

0.012 
case                

0.011 
cop                 

0.010 
death               

0.010 
inspector           

0.009 
victim              

27/50

0.9


0.037 
alien               

0.028 
space               

0.021 
science             

0.019 
earth               

0.018 
human               

0.016 
trek                

0.015 
planet              

0.014 
special             

0.013 
fiction             

0.013 
park                

0.011 
crew                

0.010 
mission             

0.010 
team                

0.009 
scientist           

0.009 
mars                

26/50

0.9


0.026 
country             

0.021 
polite              

0.020 
american            

0.015 
english             

0.012 
culture             

0.012 
village             

0.011 
chinese             

0.011 
subtitles           

0.010 
japanese            

0.010 
women               

0.009 
chang               

0.009 
america             

0.009 
govern              

0.009 
communist           

0.008 
foreign             

21/50

1.0


0.009 
language            

0.006 
pg-13               

0.005 
strong              

0.005 
explain             

0.005 
asks                

0.005 
writer              

0.005 
large               

0.005 
older               

0.005 
i'm                 

0.004 
full                

0.004 
rest                

0.004 
manage              

0.004 
eyes                

0.004 
nudity              

0.004 
order               

15/50

1.2


0.028 
german              

0.021 
van                 

0.020 
camp                

0.019 
war                 

0.018 
hopkin              

0.017 
nazi                

0.016 
jewish              

0.015 
north               

0.015 
otto                

0.014 
jews                

0.013 
group               

0.013 
schindler           

0.012 
holocaust           

0.012 
germany             

0.011 
nazis               

35/50

1.3


0.037 
art                 

0.036 
artist              

0.027 
woody               

0.018 
write               

0.018 
book                

0.017 
york                

0.015 
writer              

0.015 
paint               

0.013 
model               

0.011 
critic              

0.010 
magazine            

0.009 
famous              

0.009 
publish             

0.008 
color               

0.007 
theater             

48/50

1.5


0.069 
war                 

0.029 
soldier             

0.024 
battle              

0.018 
fight               

0.017 
army                

0.014 
captain             

0.014 
office              

0.014 
military            

0.014 
general             

0.013 
command             

0.012 
american            

0.011 
russian             

0.011 
major               

0.009 
fire                

0.009 
hero                

31/50

1.6


0.023 
branagh             

0.022 
bergman             

0.022 
shakespeare         

0.018 
al                  

0.016 
pacino              

0.016 
shadow              

0.015 
version             

0.015 
ingmar              

0.015 
deep                

0.015 
depp                

0.014 
juliet              

0.013 
godfather           

0.013 
romeo               

0.012 
hamlet              

0.012 
dark                

30/50

1.7


0.079 
bond                

0.055 
chan                

0.020 
kong                

0.019 
connery             

0.018 
sequence            

0.018 
secret              

0.016 
fight               

0.015 
spy                 

0.015 
agent               

0.014 
series              

0.014 
hong                

0.012 
moore               

0.012 
007                 

0.011 
dragon              

0.010 
arts                

49/50

1.7


0.024 
king                

0.012 
century             

0.012 
british             

0.010 
lady                

0.009 
costume             

0.009 
adapt               

0.009 
jude                

0.009 
queen               

0.009 
england             

0.008 
sir                 

0.008 
version             

0.008 
period              

0.008 
london              

0.007 
mrs                 

0.007 
english             

47/50

2.7


0.046 
mpaa                

0.045 
length              

0.032 
aspect              

0.031 
classification      

0.029 
theatrical          

0.026 
state               

0.026 
unit                

0.024 
mature              

0.024 
date                

0.023 
ratio               

0.021 
limit               

0.018 
wide                

0.016 
distributor         

0.014 
1996                

0.014 
motion              

11/50

2.7


0.028 
dance               

0.027 
rock                

0.024 
band                

0.023 
sing                

0.021 
number              

0.021 
singer              

0.020 
danced              

0.018 
songs               

0.016 
group               

0.016 
song                

0.015 
dancer              

0.015 
opera               

0.012 
stage               

0.012 
member              

0.011 
concert             

40/50

2.8


0.036 
money               

0.017 
company             

0.015 
business            

0.011 
boss                

0.011 
office              

0.010 
firm                

0.010 
pay                 

0.009 
worker              

0.008 
sell                

0.008 
meet                

0.007 
phil                

0.007 
manage              

0.007 
lies                

0.007 
true                

0.006 
street              

22/50

3.1


0.072 
animal              

0.038 
disney              

0.033 
dog                 

0.029 
voice               

0.017 
human               

0.016 
voiced              

0.013 
king                

0.012 
children            

0.012 
beast               

0.012 
cartoon             

0.012 
cat                 

0.011 
dogs                

0.009 
giant               

0.009 
adventure           

0.009 
lion                

43/50

3.2


0.022 
irish               

0.021 
duvall              

0.021 
penn                

0.018 
altman              

0.018 
collin              

0.016 
pitt                

0.016 
quinn               

0.015 
ireland             

0.013 
mickey              

0.013 
burns               

0.012 
cuts                

0.012 
jr                  

0.011 
downey              

0.011 
ned                 

0.011 
member              

28/50

3.2


0.039 
smith               

0.026 
mel                 

0.024 
vegas               

0.020 
tarantino           

0.019 
gibson              

0.016 
quentin             

0.015 
las                 

0.015 
cusack              

0.013 
chase               

0.013 
brown               

0.013 
comic               

0.012 
pulp                

0.012 
fiction             

0.012 
clerk               

0.011 
keitel              

8/50

3.4


0.034 
documentary         

0.017 
interview           

0.013 
white               

0.012 
black               

0.012 
camera              

0.009 
question            

0.008 
subject             

0.008 
remember            

0.008 
fascinate           

0.007 
footage             

0.007 
event               

0.007 
kane                

0.007 
short               

0.006 
public              

0.006 
record              

29/50

3.8


0.014 
city                

0.013 
dream               

0.013 
images              

0.010 
visual              

0.010 
tale                

0.009 
magic               

0.008 
death               

0.008 
dead                

0.008 
light               

0.008 
nature              

0.008 
town                

0.008 
child               

0.008 
poet                

0.008 
build               

0.007 
snow                

45/50

4.0


0.011 
motion              

0.009 
distributor         

0.008 
element             

0.006 
fact                

0.006 
impress             

0.006 
occasional          

0.005 
present             

0.005 
close               

0.005 
enjoy               

0.005 
product             

0.005 
dialogue            

0.004 
sort                

0.004 
credit              

0.004 
level               

0.004 
effort              

0/50

4.2


0.038 
de                  

0.024 
brook               

0.018 
johnson             

0.018 
fonda               

0.017 
hanks               

0.016 
niro                

0.015 
buck                

0.014 
rocky               

0.013 
career              

0.013 
judd                

0.012 
roth                

0.011 
travel              

0.011 
scorsese            

0.011 
la                  

0.011 
paltrow             

44/50

4.8


0.042 
romantic            

0.029 
romance             

0.019 
wed                 

0.013 
meet                

0.012 
charm               

0.010 
chemistry           

0.010 
married             

0.010 
attract             

0.009 
lover               

0.009 
couple              

0.009 
date                

0.009 
nice                

0.008 
fall                

0.008 
kiss                

0.007 
delight             

37/50

5.4


0.051 
williams            

0.036 
christmas           

0.024 
blue                

0.023 
eve                 

0.019 
kieslowski          

0.019 
harrison            

0.018 
ford                

0.015 
santa               

0.014 
red                 

0.013 
white               

0.013 
wars                

0.012 
monkey              

0.012 
street              

0.012 
holiday             

0.012 
silver              

20/50

5.9


0.031 
preside             

0.023 
polite              

0.022 
washington          

0.013 
american            

0.012 
senate              

0.011 
public              

0.011 
travolta            

0.011 
campaign            

0.010 
crowe               

0.010 
eastwood            

0.010 
power               

0.009 
spacey              

0.009 
satire              

0.009 
state               

0.009 
hackman             

10/50

7.3


0.025 
emotion             

0.011 
drama               

0.011 
husband             

0.010 
lives               

0.010 
power               

0.009 
heart               

0.008 
daughter            

0.007 
situated            

0.007 
present             

0.007 
tragedy             

0.006 
touch               

0.006 
marriage            

0.006 
stories             

0.006 
child               

0.006 
tale                

7/50

10.0


0.010 
human               

0.009 
question            

0.009 
emotion             

0.008 
understand          

0.007 
present             

0.007 
explore             

0.007 
nature              

0.007 
reality             

0.007 
fascinate           

0.006 
create              

0.006 
subject             

0.006 
view                

0.006 
import              

0.006 
camera              

0.006 
answer