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 = 0.1

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=0.100-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=1/5/lap0001200.000_topic_model_snapshot

40/50

-13.4


0.000 
dr                  

0.000 
letter              

0.000 
van                 

0.000 
doctor              

0.000 
spice               

0.000 
series              

0.000 
tv                  

0.000 
hospital            

0.000 
denis               

0.000 
brother             

0.000 
priest              

0.000 
land                

0.000 
poison              

0.000 
neighborhood        

0.000 
leary               

5/50

-10.7


1.000 
origin              

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
tasted              

0.000 
depicts             

0.000 
hopper              

0.000 
left                

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

0.000 
mortal              

22/50

-9.8


0.000 
dr                  

0.000 
letter              

0.000 
rodriguez           

0.000 
spice               

0.000 
el                  

0.000 
van                 

0.000 
series              

0.000 
phillips            

0.000 
marin               

0.000 
wolf                

0.000 
priest              

0.000 
doctor              

0.000 
hospital            

0.000 
dogs                

0.000 
bartender           

19/50

-8.9


1.000 
bond                

0.000 
left                

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
tasted              

0.000 
depicts             

0.000 
hopper              

0.000 
overacting          

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

34/50

-7.8


0.001 
dr                  

0.000 
awake               

0.000 
letter              

0.000 
forgettable         

0.000 
60s                 

0.000 
**                  

0.000 
van                 

0.000 
offense             

0.000 
upset               

0.000 
spain               

0.000 
thwart              

0.000 
wind                

0.000 
stamp               

0.000 
myers               

0.000 
blank               

2/50

-7.3


0.039 
letter              

0.032 
dr                  

0.006 
tv                  

0.005 
doctor              

0.002 
marriage            

0.002 
teacher             

0.002 
hospital            

0.002 
writer              

0.001 
dead                

0.001 
leave               

0.001 
cop                 

0.001 
school              

0.001 
suspect             

0.001 
series              

0.001 
finds               

28/50

-7.1


0.020 
country             

0.002 
vietnam             

0.002 
war                 

0.001 
lives               

0.001 
city                

0.001 
lacks               

0.001 
symbol              

0.001 
vegas               

0.001 
children            

0.001 
sell                

0.001 
observe             

0.001 
relate              

0.001 
main                

0.001 
neighborhood        

0.001 
pain                

10/50

-7.1


0.000 
dr                  

0.000 
van                 

0.000 
series              

0.000 
letter              

0.000 
recommend           

0.000 
spice               

0.000 
denis               

0.000 
school              

0.000 
gave                

0.000 
animal              

0.000 
priest              

0.000 
writer              

0.000 
doctor              

0.000 
lack                

0.000 
found               

18/50

-6.7


0.000 
dr                  

0.000 
van                 

0.000 
series              

0.000 
recommend           

0.000 
spice               

0.000 
letter              

0.000 
school              

0.000 
trainspotting       

0.000 
found               

0.000 
priest              

0.000 
shoot               

0.000 
animal              

0.000 
doctor              

0.000 
lines               

0.000 
worth               

47/50

-6.2


0.000 
interrupt           

0.000 
dr                  

0.000 
means               

0.000 
winona              

0.000 
ryder               

0.000 
girl                

0.000 
incident            

0.000 
hospital            

0.000 
subject             

0.000 
nurse               

0.000 
book                

0.000 
writer              

0.000 
crazy               

0.000 
dozen               

0.000 
lazy                

48/50

-5.4


0.001 
crime               

0.001 
michel              

0.001 
carlyle             

0.000 
fails               

0.000 
party               

0.000 
south               

0.000 
robbery             

0.000 
penn                

0.000 
inside              

0.000 
professor           

0.000 
talk                

0.000 
criminal            

0.000 
colonel             

0.000 
hood                

0.000 
house               

11/50

-5.3


0.017 
cliff               

0.001 
color               

0.001 
proud               

0.000 
atmosphere          

0.000 
principle           

0.000 
community           

0.000 
visit               

0.000 
episode             

0.000 
narrated            

0.000 
stories             

0.000 
convince            

0.000 
critic              

0.000 
al                  

0.000 
white               

0.000 
return              

44/50

-4.7


0.001 
tucker              

0.001 
rush                

0.000 
hour                

0.000 
van                 

0.000 
fight               

0.000 
you're              

0.000 
carter              

0.000 
fun                 

0.000 
lead                

0.000 
squad               

0.000 
dr                  

0.000 
series              

0.000 
human               

0.000 
detect              

0.000 
you'll              

38/50

-4.7


0.001 
10                  

0.001 
twin                

0.001 
martial             

0.001 
arts                

0.000 
thought             

0.000 
sight               

0.000 
confuse             

0.000 
grown               

0.000 
caused              

0.000 
faint               

0.000 
twins               

0.000 
age                 

0.000 
comedic             

0.000 
fight               

0.000 
gave                

35/50

-4.6


0.001 
american            

0.001 
killer              

0.001 
fight               

0.001 
kings               

0.001 
documentary         

0.001 
german              

0.001 
spice               

0.000 
porter              

0.000 
web                 

0.000 
native              

0.000 
hero                

0.000 
fact                

0.000 
mount               

0.000 
horror              

0.000 
aspect              

3/50

-4.6


0.000 
dr                  

0.000 
van                 

0.000 
series              

0.000 
recommend           

0.000 
animal              

0.000 
school              

0.000 
writer              

0.000 
worth               

0.000 
head                

0.000 
product             

0.000 
spice               

0.000 
found               

0.000 
dead                

0.000 
gave                

0.000 
lines               

25/50

-4.5


0.002 
japanese            

0.002 
fish                

0.001 
gear                

0.001 
shift               

0.000 
credit              

0.000 
spend               

0.000 
fairy               

0.000 
dance               

0.000 
large               

0.000 
glow                

0.000 
carry               

0.000 
photograph          

0.000 
dr                  

0.000 
butler              

0.000 
night               

49/50

-4.2


0.000 
dr                  

0.000 
van                 

0.000 
series              

0.000 
recommend           

0.000 
animal              

0.000 
school              

0.000 
writer              

0.000 
worth               

0.000 
product             

0.000 
head                

0.000 
spice               

0.000 
found               

0.000 
gave                

0.000 
lines               

0.000 
dead                

26/50

-3.8


0.000 
dr                  

0.000 
recommend           

0.000 
van                 

0.000 
series              

0.000 
animal              

0.000 
spice               

0.000 
writer              

0.000 
school              

0.000 
head                

0.000 
found               

0.000 
product             

0.000 
worth               

0.000 
gave                

0.000 
bit                 

0.000 
feels               

29/50

-3.6


0.000 
van                 

0.000 
series              

0.000 
dr                  

0.000 
recommend           

0.000 
worth               

0.000 
school              

0.000 
animal              

0.000 
writer              

0.000 
dead                

0.000 
product             

0.000 
head                

0.000 
gave                

0.000 
lines               

0.000 
baby                

0.000 
opinion             

9/50

-3.5


0.000 
dr                  

0.000 
recommend           

0.000 
series              

0.000 
van                 

0.000 
animal              

0.000 
writer              

0.000 
school              

0.000 
worth               

0.000 
product             

0.000 
head                

0.000 
found               

0.000 
gave                

0.000 
spice               

0.000 
bit                 

0.000 
lines               

37/50

-3.4


0.000 
dr                  

0.000 
recommend           

0.000 
series              

0.000 
van                 

0.000 
animal              

0.000 
writer              

0.000 
school              

0.000 
head                

0.000 
product             

0.000 
worth               

0.000 
spice               

0.000 
found               

0.000 
gave                

0.000 
bit                 

0.000 
baby                

31/50

-3.1


0.001 
wonders             

0.001 
power               

0.001 
van                 

0.001 
lost                

0.001 
white               

0.001 
black               

0.001 
age                 

0.001 
tony                

0.001 
honor               

0.001 
game                

0.001 
opinion             

0.001 
jersey              

0.000 
hand                

0.000 
meant               

0.000 
sebastian           

16/50

-2.7


0.000 
recommend           

0.000 
series              

0.000 
dr                  

0.000 
van                 

0.000 
animal              

0.000 
writer              

0.000 
school              

0.000 
worth               

0.000 
product             

0.000 
head                

0.000 
baby                

0.000 
found               

0.000 
gave                

0.000 
bit                 

0.000 
opinion             

21/50

-2.5


0.000 
recommend           

0.000 
dr                  

0.000 
animal              

0.000 
series              

0.000 
van                 

0.000 
writer              

0.000 
head                

0.000 
school              

0.000 
product             

0.000 
found               

0.000 
bit                 

0.000 
spice               

0.000 
feels               

0.000 
gave                

0.000 
baby                

39/50

-2.5


0.001 
happiness           

0.000 
series              

0.000 
van                 

0.000 
lie                 

0.000 
dogs                

0.000 
writer              

0.000 
worth               

0.000 
talent              

0.000 
rape                

0.000 
baby                

0.000 
product             

0.000 
recommend           

0.000 
perfect             

0.000 
desolate            

0.000 
white               

6/50

-2.2


0.000 
recommend           

0.000 
series              

0.000 
dr                  

0.000 
animal              

0.000 
van                 

0.000 
writer              

0.000 
product             

0.000 
head                

0.000 
school              

0.000 
worth               

0.000 
bit                 

0.000 
baby                

0.000 
found               

0.000 
gave                

0.000 
feels               

15/50

-1.2


0.000 
series              

0.000 
worth               

0.000 
recommend           

0.000 
baby                

0.000 
van                 

0.000 
product             

0.000 
lines               

0.000 
writer              

0.000 
short               

0.000 
gave                

0.000 
school              

0.000 
opinion             

0.000 
age                 

0.000 
animal              

0.000 
dead                

32/50

1.0


0.174 
cop                 

0.001 
emotion             

0.001 
kit                 

0.001 
black               

0.001 
money               

0.001 
full                

0.001 
event               

0.000 
girl                

0.000 
mr                  

0.000 
hills               

0.000 
rules               

0.000 
saint               

0.000 
situated            

0.000 
child               

0.000 
provide             

45/50

1.3


0.000 
death               

0.000 
actress             

0.000 
opinion             

0.000 
motion              

0.000 
lost                

0.000 
head                

0.000 
origin              

0.000 
carter              

0.000 
worth               

0.000 
short               

0.000 
evil                

0.000 
gave                

0.000 
free                

0.000 
question            

0.000 
meant               

13/50

2.0


0.000 
recommend           

0.000 
origin              

0.000 
animal              

0.000 
writer              

0.000 
bit                 

0.000 
short               

0.000 
perfect             

0.000 
feels               

0.000 
opinion             

0.000 
product             

0.000 
age                 

0.000 
head                

0.000 
meant               

0.000 
baby                

0.000 
credit              

43/50

2.9


0.000 
recommend           

0.000 
origin              

0.000 
animal              

0.000 
perfect             

0.000 
short               

0.000 
bit                 

0.000 
writer              

0.000 
opinion             

0.000 
feels               

0.000 
meant               

0.000 
age                 

0.000 
product             

0.000 
head                

0.000 
credit              

0.000 
reflect             

23/50

3.5


0.000 
recommend           

0.000 
origin              

0.000 
perfect             

0.000 
animal              

0.000 
bit                 

0.000 
writer              

0.000 
feels               

0.000 
opinion             

0.000 
short               

0.000 
meant               

0.000 
head                

0.000 
credit              

0.000 
product             

0.000 
age                 

0.000 
mine                

36/50

4.0


0.000 
recommend           

0.000 
perfect             

0.000 
animal              

0.000 
origin              

0.000 
short               

0.000 
opinion             

0.000 
writer              

0.000 
bit                 

0.000 
feels               

0.000 
meant               

0.000 
age                 

0.000 
credit              

0.000 
reflect             

0.000 
death               

0.000 
head                

1/50

4.0


0.001 
michel              

0.001 
school              

0.000 
gump                

0.000 
amazed              

0.000 
proof               

0.000 
rocky               

0.000 
figure              

0.000 
write               

0.000 
hollywood           

0.000 
suspect             

0.000 
learn               

0.000 
head                

0.000 
police              

0.000 
order               

0.000 
leader              

30/50

4.7


0.000 
recommend           

0.000 
perfect             

0.000 
origin              

0.000 
bit                 

0.000 
animal              

0.000 
mine                

0.000 
writer              

0.000 
meant               

0.000 
opinion             

0.000 
feels               

0.000 
credit              

0.000 
head                

0.000 
reflect             

0.000 
product             

0.000 
employ              

20/50

5.1


0.000 
recommend           

0.000 
perfect             

0.000 
origin              

0.000 
bit                 

0.000 
animal              

0.000 
mine                

0.000 
writer              

0.000 
meant               

0.000 
opinion             

0.000 
credit              

0.000 
feels               

0.000 
reflect             

0.000 
head                

0.000 
employ              

0.000 
product             

17/50

5.2


0.000 
recommend           

0.000 
perfect             

0.000 
animal              

0.000 
bit                 

0.000 
origin              

0.000 
mine                

0.000 
writer              

0.000 
opinion             

0.000 
meant               

0.000 
feels               

0.000 
credit              

0.000 
reflect             

0.000 
short               

0.000 
head                

0.000 
question            

14/50

6.2


1.000 
vietnam             

0.000 
mine                

0.000 
money               

0.000 
recommend           

0.000 
animal              

0.000 
power               

0.000 
spain               

0.000 
girl                

0.000 
emotion             

0.000 
origin              

0.000 
black               

0.000 
wonders             

0.000 
full                

0.000 
2                   

0.000 
women               

8/50

6.7


0.001 
husband             

0.001 
murder              

0.001 
american            

0.001 
wonders             

0.001 
tale                

0.001 
jackson             

0.001 
works               

0.001 
delight             

0.001 
true                

0.001 
matter              

0.001 
present             

0.001 
easy                

0.001 
room                

0.001 
days                

0.001 
entertain           

0/50

6.8


0.042 
chan                

0.001 
origin              

0.001 
operate             

0.001 
girl                

0.001 
mrs                 

0.001 
pop                 

0.000 
bond                

0.000 
mr                  

0.000 
subtitles           

0.000 
sequence            

0.000 
impress             

0.000 
2                   

0.000 
toler               

0.000 
007                 

0.000 
manage              

24/50

7.0


0.021 
tucci               

0.011 
boys                

0.002 
bit                 

0.001 
farce               

0.001 
comic               

0.001 
touch               

0.001 
classic             

0.001 
enjoy               

0.001 
learn               

0.000 
nerve               

0.000 
writer              

0.000 
car                 

0.000 
fun                 

0.000 
frustrate           

0.000 
plenty              

7/50

8.3


0.001 
harris              

0.001 
hill                

0.001 
mafia               

0.001 
perfect             

0.001 
stand               

0.001 
doyle               

0.001 
mine                

0.000 
chicago             

0.000 
money               

0.000 
recommend           

0.000 
smith               

0.000 
gas                 

0.000 
eastwood            

0.000 
walt                

0.000 
duvall              

42/50

8.7


0.003 
stretch             

0.001 
hall                

0.001 
drug                

0.000 
recommend           

0.000 
heaven              

0.000 
eyes                

0.000 
roth                

0.000 
perfect             

0.000 
social              

0.000 
mine                

0.000 
money               

0.000 
power               

0.000 
days                

0.000 
emotion             

0.000 
cookie              

33/50

10.3


0.001 
perfect             

0.000 
recommend           

0.000 
eastwood            

0.000 
mine                

0.000 
smell               

0.000 
costner             

0.000 
stretch             

0.000 
affleck             

0.000 
money               

0.000 
power               

0.000 
20                  

0.000 
harris              

0.000 
beatty              

0.000 
forbidden           

0.000 
hunt                

4/50

11.7


0.000 
mine                

0.000 
recommend           

0.000 
perfect             

0.000 
stretch             

0.000 
collin              

0.000 
money               

0.000 
origin              

0.000 
bit                 

0.000 
animal              

0.000 
drug                

0.000 
harris              

0.000 
tucci               

0.000 
power               

0.000 
eastwood            

0.000 
room                

12/50

13.0


1.000 
bond                

0.000 
dr                  

0.000 
007                 

0.000 
fleming             

0.000 
connery             

0.000 
moore               

0.000 
fans                

0.000 
lord                

0.000 
standard            

0.000 
monty               

0.000 
immediately         

0.000 
forced              

0.000 
series              

0.000 
key                 

0.000 
girl                

46/50

13.0


0.000 
king                

0.000 
mine                

0.000 
recommend           

0.000 
perfect             

0.000 
lady                

0.000 
origin              

0.000 
money               

0.000 
bit                 

0.000 
stretch             

0.000 
animal              

0.000 
restore             

0.000 
full                

0.000 
delight             

0.000 
trailer             

0.000 
room                

27/50

13.2


0.002 
judd                

0.000 
origin              

0.000 
2                   

0.000 
town                

0.000 
mine                

0.000 
hunt                

0.000 
season              

0.000 
drink               

0.000 
gold                

0.000 
bank                

0.000 
emotion             

0.000 
bit                 

0.000 
animal              

0.000 
recommend           

0.000 
perfect             

41/50

17.3


0.000 
perfect             

0.000 
mine                

0.000 
origin              

0.000 
recommend           

0.000 
present             

0.000 
stretch             

0.000 
animal              

0.000 
money               

0.000 
2                   

0.000 
bit                 

0.000 
girl                

0.000 
musician            

0.000 
full                

0.000 
king                

0.000 
harris