LEGEND_NAME = BP_sLDA

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=1.0100-tau=1.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=bp_slda_estimator-n_layers=25-step_size=0.100-n_batches=1/3/lap0000200.000_topic_model_snapshot

49/50

-12.1


0.001 
north               

0.001 
reiner              

0.000 
rob                 

0.000 
parent              

0.000 
wood                

0.000 
storm               

0.000 
moral               

0.000 
dear                

0.000 
poet                

0.000 
indian              

0.000 
god                 

0.000 
bent                

0.000 
fable               

0.000 
pray                

0.000 
annoy               

23/50

-11.1


0.000 
dr                  

0.000 
scream              

0.000 
fell                

0.000 
animal              

0.000 
doctor              

0.000 
saint               

0.000 
robbin              

0.000 
campbell            

0.000 
theory              

0.000 
dancer              

0.000 
dumb                

0.000 
wished              

0.000 
basketball          

0.000 
clever              

0.000 
bacon               

13/50

-10.7


0.000 
anderson            

0.000 
base                

0.000 
rocket              

0.000 
ridicule            

0.000 
baker               

0.000 
atmosphere          

0.000 
theater             

0.000 
paltrow             

0.000 
disco               

0.000 
cliff               

0.000 
fool                

0.000 
jackson             

0.000 
worst               

0.000 
spice               

0.000 
atom                

28/50

-10.6


0.001 
baby                

0.001 
league              

0.000 
nuts                

0.000 
mixed               

0.000 
major               

0.000 
tucker              

0.000 
baseball            

0.000 
wrote               

0.000 
mystery             

0.000 
wild                

0.000 
chamber             

0.000 
mrs                 

0.000 
batman              

0.000 
you're              

0.000 
jokes               

8/50

-10.4


0.001 
pink                

0.001 
italian             

0.000 
edwards             

0.000 
ranger              

0.000 
smoke               

0.000 
student             

0.000 
series              

0.000 
documentary         

0.000 
crowd               

0.000 
park                

0.000 
stars               

0.000 
letter              

0.000 
farce               

0.000 
preacher            

0.000 
promise             

41/50

-9.0


0.001 
camp                

0.001 
porter              

0.001 
survivor            

0.000 
russian             

0.000 
superstar           

0.000 
left                

0.000 
train               

0.000 
000                 

0.000 
lots                

0.000 
money               

0.000 
greek               

0.000 
noir                

0.000 
deep                

0.000 
hero                

0.000 
survive             

20/50

-8.4


0.000 
space               

0.000 
horse               

0.000 
king                

0.000 
hors                

0.000 
pretty              

0.000 
school              

0.000 
stan                

0.000 
lost                

0.000 
college             

0.000 
robot               

0.000 
pray                

0.000 
dame                

0.000 
animal              

0.000 
boy                 

0.000 
apartment           

2/50

-7.5


0.001 
patch               

0.001 
drug                

0.001 
adams               

0.000 
ice                 

0.000 
patient             

0.000 
train               

0.000 
medic               

0.000 
death               

0.000 
bullet              

0.000 
swim                

0.000 
language            

0.000 
uncle               

0.000 
tale                

0.000 
instant             

0.000 
girlfriend          

0/50

-6.6


0.002 
suppose             

0.002 
**                  

0.001 
flat                

0.001 
found               

0.001 
runtime             

0.001 
school              

0.001 
dead                

0.001 
language            

0.001 
bore                

0.001 
dull                

0.001 
*-1/2               

0.001 
worse               

0.001 
fail                

0.001 
writer              

0.001 
predict             

4/50

-6.4


0.001 
voice               

0.001 
cats                

0.001 
king                

0.001 
mountain            

0.001 
age                 

0.001 
newman              

0.000 
animal              

0.000 
thin                

0.000 
nice                

0.000 
writer              

0.000 
campaign            

0.000 
money               

0.000 
hate                

0.000 
wild                

0.000 
hill                

21/50

-6.2


0.000 
coach               

0.000 
game                

0.000 
boys                

0.000 
diamond             

0.000 
football            

0.000 
team                

0.000 
boxing              

0.000 
boris               

0.000 
match               

0.000 
heavy               

0.000 
chan                

0.000 
head                

0.000 
london              

0.000 
pitt                

0.000 
dogma               

43/50

-6.0


0.001 
seagal              

0.001 
road                

0.001 
brain               

0.001 
giant               

0.001 
basketball          

0.001 
leave               

0.001 
meet                

0.001 
voice               

0.001 
origin              

0.001 
baby                

0.001 
save                

0.001 
sleepless           

0.001 
boyfriend           

0.000 
feels               

0.000 
ricci               

7/50

-5.6


0.001 
crash               

0.001 
car                 

0.001 
rock                

0.001 
color               

0.001 
night               

0.001 
race                

0.001 
fast                

0.001 
shoes               

0.001 
vegas               

0.001 
cars                

0.001 
gun                 

0.000 
group               

0.000 
crew                

0.000 
theater             

0.000 
video               

42/50

-5.3


0.001 
league              

0.001 
girls               

0.001 
evenly              

0.001 
theory              

0.001 
terms               

0.001 
portman             

0.001 
sequel              

0.001 
origin              

0.001 
baseball            

0.001 
ripe                

0.001 
conspiracy          

0.001 
school              

0.000 
feels               

0.000 
gibson              

0.000 
*                   

33/50

-5.0


0.001 
adventure           

0.001 
urban               

0.001 
version             

0.001 
legend              

0.001 
cartoon             

0.001 
boy                 

0.001 
village             

0.001 
killer              

0.000 
disney              

0.000 
report              

0.000 
animal              

0.000 
magic               

0.000 
rocky               

0.000 
puppet              

0.000 
children            

40/50

-4.4


0.002 
money               

0.001 
agent               

0.001 
bank                

0.001 
fbi                 

0.001 
batman              

0.001 
shadow              

0.001 
wild                

0.001 
series              

0.001 
build               

0.001 
service             

0.001 
brother             

0.001 
opinion             

0.001 
matter              

0.001 
leave               

0.001 
carrey              

12/50

-3.7


0.002 
game                

0.001 
bond                

0.001 
black               

0.001 
head                

0.001 
spend               

0.001 
figure              

0.001 
die                 

0.001 
sort                

0.001 
control             

0.001 
death               

0.001 
question            

0.001 
matter              

0.001 
general             

0.001 
narrated            

0.001 
sequence            

27/50

-3.7


0.001 
dr                  

0.001 
situated            

0.001 
ultimate            

0.001 
rules               

0.001 
talk                

0.001 
fall                

0.001 
murder              

0.001 
writer              

0.001 
eventual            

0.001 
idea                

0.001 
killer              

0.001 
noir                

0.001 
washington          

0.001 
question            

0.001 
happiness           

45/50

-3.0


1.000 
**-1/2              

0.000 
school              

0.000 
dead                

0.000 
laugh               

0.000 
night               

0.000 
suppose             

0.000 
language            

0.000 
writer              

0.000 
kid                 

0.000 
older               

0.000 
found               

0.000 
i'm                 

0.000 
drug                

0.000 
boys                

0.000 
prison              

32/50

-2.4


0.001 
jungle              

0.001 
free                

0.001 
2                   

0.000 
willy               

0.000 
drug                

0.000 
learn               

0.000 
prison              

0.000 
dry                 

0.000 
hotel               

0.000 
000                 

0.000 
suppose             

0.000 
hollywood           

0.000 
teach               

0.000 
dead                

0.000 
mimi                

25/50

-2.0


0.002 
war                 

0.001 
murder              

0.001 
city                

0.001 
house               

0.001 
black               

0.001 
girl                

0.001 
true                

0.001 
brother             

0.001 
married             

0.001 
husband             

0.001 
room                

0.001 
women               

0.001 
fun                 

0.001 
town                

0.001 
perfect             

47/50

-1.7


0.001 
american            

0.001 
power               

0.001 
human               

0.001 
situated            

0.001 
age                 

0.001 
book                

0.001 
enjoy               

0.001 
money               

0.001 
works               

0.001 
easy                

0.001 
polite              

0.001 
drama               

0.001 
side                

0.001 
artist              

0.001 
secret              

18/50

-1.1


0.002 
reflect             

0.001 
full                

0.001 
mine                

0.001 
recommend           

0.001 
wonders             

0.001 
documentary         

0.001 
death               

0.001 
meant               

0.001 
employ              

0.001 
opinion             

0.001 
mature              

0.001 
enjoy               

0.001 
award               

0.001 
perfect             

0.001 
narrated            

9/50

-0.5


0.001 
simple              

0.001 
emotion             

0.001 
experience          

0.001 
house               

0.001 
wed                 

0.001 
girl                

0.001 
strength            

0.001 
enjoy               

0.001 
imagine             

0.001 
color               

0.001 
twist               

0.001 
storm               

0.001 
childhood           

0.001 
dancer              

0.001 
dramatic            

10/50

-0.4


0.001 
true                

0.001 
brother             

0.001 
danger              

0.001 
white               

0.001 
wed                 

0.000 
easy                

0.000 
money               

0.000 
lopez               

0.000 
jackson             

0.000 
minds               

0.000 
city                

0.000 
crime               

0.000 
found               

0.000 
student             

0.000 
question            

29/50

-0.2


0.001 
heart               

0.001 
documentary         

0.001 
emotion             

0.001 
subject             

0.001 
narrated            

0.001 
wonders             

0.001 
doc                 

0.001 
town                

0.001 
husband             

0.001 
rush                

0.001 
lives               

0.001 
lose                

0.001 
black               

0.001 
couple              

0.001 
focus               

5/50

0.4


0.001 
polite              

0.001 
country             

0.001 
war                 

0.000 
women               

0.000 
recommend           

0.000 
brother             

0.000 
subject             

0.000 
manage              

0.000 
history             

0.000 
happen              

0.000 
sister              

0.000 
eyes                

0.000 
move                

0.000 
shot                

0.000 
mind                

44/50

1.1


0.001 
power               

0.001 
walk                

0.001 
daughter            

0.001 
fatal               

0.001 
moon                

0.001 
school              

0.001 
instinct            

0.001 
summer              

0.001 
liar                

0.000 
preside             

0.000 
laugh               

0.000 
nice                

0.000 
moore               

0.000 
house               

0.000 
finds               

19/50

1.2


0.001 
dr                  

0.001 
escape              

0.001 
animal              

0.001 
trek                

0.001 
space               

0.001 
laugh               

0.001 
child               

0.001 
element             

0.001 
chase               

0.001 
chang               

0.001 
series              

0.001 
smith               

0.001 
america             

0.001 
chain               

0.001 
credit              

26/50

1.8


0.002 
brother             

0.001 
letter              

0.001 
boy                 

0.001 
school              

0.001 
money               

0.001 
older               

0.001 
street              

0.001 
nightmare           

0.001 
bunch               

0.001 
child               

0.001 
children            

0.001 
recommend           

0.001 
animal              

0.001 
murray              

0.001 
dead                

34/50

2.3


0.001 
game                

0.001 
car                 

0.001 
death               

0.001 
group               

0.001 
writer              

0.001 
fun                 

0.001 
laugh               

0.001 
dark                

0.001 
sequence            

0.001 
entertain           

0.001 
black               

0.001 
women               

0.001 
house               

0.001 
drug                

0.001 
dead                

38/50

2.4


0.001 
disney              

0.001 
animal              

0.001 
case                

0.001 
laugh               

0.001 
house               

0.001 
letter              

0.001 
murder              

0.001 
girl                

0.001 
romantic            

0.001 
language            

0.001 
recommend           

0.001 
police              

0.001 
happen              

0.001 
romance             

0.001 
found               

6/50

3.6


0.001 
passage             

0.001 
safe                

0.000 
dante               

0.000 
peak                

0.000 
escape              

0.000 
shot                

0.000 
hitchcock           

0.000 
heist               

0.000 
parent              

0.000 
noir                

0.000 
wait                

0.000 
chang               

0.000 
master              

0.000 
gay                 

0.000 
sarandon            

36/50

3.8


0.000 
clerk               

0.000 
terrorist           

0.000 
heart               

0.000 
smith               

0.000 
motion              

0.000 
plane               

0.000 
decision            

0.000 
country             

0.000 
simple              

0.000 
bunch               

0.000 
board               

0.000 
perfect             

0.000 
documentary         

0.000 
carter              

0.000 
camera              

37/50

4.7


0.001 
white               

0.001 
lynch               

0.001 
documentary         

0.001 
highway             

0.000 
present             

0.000 
girls               

0.000 
compass             

0.000 
wonders             

0.000 
color               

0.000 
coppola             

0.000 
mel                 

0.000 
return              

0.000 
black               

0.000 
easy                

0.000 
children            

39/50

5.0


0.001 
woody               

0.001 
murder              

0.001 
twilight            

0.001 
chicken             

0.001 
voice               

0.001 
art                 

0.001 
laugh               

0.001 
jazz                

0.001 
model               

0.001 
physic              

0.001 
apartment           

0.001 
element             

0.001 
product             

0.001 
husband             

0.001 
strike              

14/50

5.2


0.001 
perfect             

0.001 
power               

0.001 
town                

0.001 
gold                

0.001 
emotion             

0.001 
intense             

0.001 
**-1/2              

0.001 
present             

0.001 
motion              

0.001 
true                

0.001 
study               

0.001 
wonders             

0.001 
occasional          

0.001 
pacino              

0.001 
***                 

48/50

5.4


0.001 
brother             

0.000 
simple              

0.000 
strong              

0.000 
bartender           

0.000 
chang               

0.000 
tiger               

0.000 
blood               

0.000 
apartment           

0.000 
perfect             

0.000 
cut                 

0.000 
bar                 

0.000 
wed                 

0.000 
flood               

0.000 
piano               

0.000 
blair               

11/50

6.1


0.002 
private             

0.001 
ransom              

0.001 
night               

0.001 
husband             

0.001 
industry            

0.001 
cowboy              

0.001 
emotion             

0.001 
food                

0.001 
travolta            

0.001 
connect             

0.001 
ethan               

0.001 
hitchcock           

0.001 
camera              

0.001 
spacey              

0.001 
talk                

46/50

6.5


0.000 
penn                

0.000 
intense             

0.000 
limit               

0.000 
true                

0.000 
lynch               

0.000 
scorsese            

0.000 
detail              

0.000 
documentary         

0.000 
lost                

0.000 
portray             

0.000 
emotion             

0.000 
keen                

0.000 
pacino              

0.000 
carter              

0.000 
hall                

30/50

7.1


0.001 
perfect             

0.001 
delight             

0.001 
human               

0.001 
wonders             

0.001 
easy                

0.001 
fascinate           

0.001 
enjoy               

0.001 
brilliant           

0.001 
parent              

0.001 
intense             

0.001 
full                

0.001 
***                 

0.001 
town                

0.001 
school              

0.001 
hilarious           

22/50

7.9


0.001 
trek                

0.001 
titan               

0.001 
thieves             

0.001 
usual               

0.001 
earth               

0.001 
series              

0.001 
stewart             

0.001 
juliette            

0.001 
guys                

0.001 
generate            

0.000 
cars                

0.000 
suspect             

0.000 
contact             

0.000 
situated            

0.000 
monument            

1/50

8.0


0.001 
society             

0.000 
drama               

0.000 
lawyer              

0.000 
justice             

0.000 
pacino              

0.000 
armstrong           

0.000 
chase               

0.000 
women               

0.000 
sing                

0.000 
stage               

0.000 
smith               

0.000 
brown               

0.000 
human               

0.000 
fugit               

0.000 
law                 

16/50

9.0


0.001 
oscar               

0.001 
kane                

0.000 
nolte               

0.000 
narrated            

0.000 
gambler             

0.000 
stage               

0.000 
dancer              

0.000 
power               

0.000 
similar             

0.000 
house               

0.000 
fear                

0.000 
obsess              

0.000 
group               

0.000 
element             

0.000 
gamble              

24/50

9.0


0.001 
murphy              

0.001 
jones               

0.001 
version             

0.001 
juliet              

0.001 
fight               

0.001 
silver              

0.001 
romeo               

0.001 
buddy               

0.001 
professor           

0.001 
nutty               

0.000 
costume             

0.000 
support             

0.000 
shakespeare         

0.000 
drama               

0.000 
wrong               

31/50

10.2


0.000 
india               

0.000 
sister              

0.000 
train               

0.000 
british             

0.000 
historic            

0.000 
country             

0.000 
perfect             

0.000 
turner              

0.000 
fish                

0.000 
clean               

0.000 
tony                

0.000 
independent         

0.000 
nutty               

0.000 
dance               

0.000 
stone               

17/50

11.2


0.000 
cemetery            

0.000 
collin              

0.000 
mimic               

0.000 
bone                

0.000 
interview           

0.000 
conserve            

0.000 
revolution          

0.000 
concert             

0.000 
preside             

0.000 
compose             

0.000 
disease             

0.000 
celebrate           

0.000 
contrast            

0.000 
town                

0.000 
eliminate           

15/50

12.4


0.000 
ford                

0.000 
american            

0.000 
preside             

0.000 
bond                

0.000 
chan                

0.000 
force               

0.000 
game                

0.000 
harrison            

0.000 
track               

0.000 
artist              

0.000 
stone               

0.000 
tension             

0.000 
number              

0.000 
sheriff             

0.000 
wed                 

3/50

13.6


0.000 
hunt                

0.000 
lead                

0.000 
question            

0.000 
clear               

0.000 
gold                

0.000 
jazz                

0.000 
woody               

0.000 
days                

0.000 
sequence            

0.000 
charm               

0.000 
kings               

0.000 
ways                

0.000 
connect             

0.000 
dance               

0.000 
smart               

35/50

17.1


0.000 
thornton            

0.000 
perfect             

0.000 
plan                

0.000 
mann                

0.000 
simple              

0.000 
smith               

0.000 
hank                

0.000 
lead                

0.000 
gibson              

0.000 
blade               

0.000 
garner              

0.000 
wonders             

0.000 
chan                

0.000 
anderson            

0.000 
costner