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 = 0.05

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=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/lap0002100.000_topic_model_snapshot

49/50

-12.1


0.998 
party               

0.002 
jackson             

0.000 
recommend           

0.000 
chang               

0.000 
exuberant           

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               

23/50

-11.1


1.000 
judd                

0.000 
left                

0.000 
exuberant           

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              

13/50

-10.7


0.971 
mr                  

0.022 
news                

0.007 
previous            

0.000 
polite              

0.000 
create              

0.000 
distinguish         

0.000 
hero                

0.000 
nuclear             

0.000 
half                

0.000 
connery             

0.000 
easy                

0.000 
chang               

0.000 
car                 

0.000 
diamond             

0.000 
agent               

28/50

-10.6


0.084 
catch               

0.057 
wonders             

0.001 
bond                

0.000 
harper              

0.000 
control             

0.000 
retrieve            

0.000 
romantic            

0.000 
gadget              

0.000 
moore               

0.000 
device              

0.000 
9                   

0.000 
underwater          

0.000 
chase               

0.000 
squad               

0.000 
lane                

8/50

-10.4


1.000 
diamond             

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
tasted              

0.000 
depicts             

0.000 
exuberant           

0.000 
left                

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

0.000 
mortal              

41/50

-9.0


0.000 
legs                

0.000 
neighborhood        

0.000 
native              

0.000 
tiny                

0.000 
daughter            

0.000 
west                

0.000 
baby                

0.000 
evil                

0.000 
african             

0.000 
revenge             

0.000 
bar                 

0.000 
babe                

0.000 
virgin              

0.000 
break               

0.000 
custom              

20/50

-8.4


0.227 
horror              

0.053 
williamson          

0.002 
rules               

0.001 
fonda               

0.001 
sutherland          

0.000 
cable               

0.000 
mystery             

0.000 
bit                 

0.000 
killer              

0.000 
understood          

0.000 
scream              

0.000 
frame               

0.000 
scare               

0.000 
prostitute          

0.000 
fbi                 

2/50

-7.5


0.000 
baby                

0.000 
case                

0.000 
save                

0.000 
legs                

0.000 
found               

0.000 
evil                

0.000 
parent              

0.000 
hollywood           

0.000 
excess              

0.000 
native              

0.000 
van                 

0.000 
web                 

0.000 
lucky               

0.000 
toro                

0.000 
del                 

0/50

-6.5


0.000 
saint               

0.000 
teacher             

0.000 
inside              

0.000 
van                 

0.000 
lost                

0.000 
decision            

0.000 
marriage            

0.000 
professor           

0.000 
talks               

0.000 
psycho              

0.000 
penn                

0.000 
period              

0.000 
south               

0.000 
boss                

0.000 
stay                

4/50

-6.4


0.051 
instinct            

0.016 
fatal               

0.000 
ned                 

0.000 
web                 

0.000 
documentary         

0.000 
diamond             

0.000 
phillips            

0.000 
wolf                

0.000 
idea                

0.000 
page                

0.000 
shadow              

0.000 
save                

0.000 
realize             

0.000 
husband             

0.000 
interview           

21/50

-6.2


0.001 
baby                

0.001 
animal              

0.001 
case                

0.001 
pet                 

0.001 
found               

0.001 
writer              

0.001 
money               

0.001 
provide             

0.001 
thinks              

0.001 
finds               

0.001 
stupid              

0.001 
excess              

0.001 
rodriguez           

0.000 
product             

0.000 
school              

43/50

-6.0


0.000 
baby                

0.000 
case                

0.000 
save                

0.000 
hollywood           

0.000 
found               

0.000 
parent              

0.000 
evil                

0.000 
writer              

0.000 
legs                

0.000 
gave                

0.000 
material            

0.000 
neighborhood        

0.000 
excess              

0.000 
web                 

0.000 
thinks              

7/50

-5.6


0.000 
baby                

0.000 
case                

0.000 
save                

0.000 
neighborhood        

0.000 
legs                

0.000 
parent              

0.000 
hollywood           

0.000 
found               

0.000 
evil                

0.000 
denis               

0.000 
web                 

0.000 
native              

0.000 
excess              

0.000 
code                

0.000 
animal              

42/50

-5.3


0.000 
baby                

0.000 
save                

0.000 
case                

0.000 
legs                

0.000 
parent              

0.000 
hollywood           

0.000 
found               

0.000 
web                 

0.000 
native              

0.000 
evil                

0.000 
animal              

0.000 
denis               

0.000 
neighborhood        

0.000 
excess              

0.000 
tiny                

33/50

-5.0


0.000 
baby                

0.000 
save                

0.000 
case                

0.000 
legs                

0.000 
parent              

0.000 
hollywood           

0.000 
web                 

0.000 
found               

0.000 
native              

0.000 
animal              

0.000 
evil                

0.000 
excess              

0.000 
tiny                

0.000 
lucky               

0.000 
denis               

40/50

-4.4


0.974 
stretch             

0.026 
hall                

0.000 
left                

0.000 
exuberant           

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
tasted              

0.000 
hopper              

0.000 
envelop             

0.000 
overacting          

0.000 
boyle               

0.000 
vampire             

27/50

-3.8


0.000 
baby                

0.000 
case                

0.000 
save                

0.000 
found               

0.000 
hollywood           

0.000 
parent              

0.000 
writer              

0.000 
gave                

0.000 
evil                

0.000 
nudity              

0.000 
material            

0.000 
lucky               

0.000 
thinks              

0.000 
animal              

0.000 
fight               

12/50

-3.8


0.000 
baby                

0.000 
fairy               

0.000 
save                

0.000 
legs                

0.000 
tucker              

0.000 
animal              

0.000 
berry               

0.000 
oz                  

0.000 
parent              

0.000 
web                 

0.000 
richardson          

0.000 
contest             

0.000 
native              

0.000 
diego               

0.000 
del                 

45/50

-3.0


0.000 
baby                

0.000 
save                

0.000 
animal              

0.000 
web                 

0.000 
toro                

0.000 
del                 

0.000 
case                

0.000 
kings               

0.000 
parent              

0.000 
retreat             

0.000 
poet                

0.000 
keitel              

0.000 
excess              

0.000 
rules               

0.000 
hors                

29/50

-2.5


0.000 
present             

0.000 
police              

0.000 
shallow             

0.000 
space               

0.000 
dive                

0.000 
1981                

0.000 
glove               

0.000 
sunk                

0.000 
resurrect           

0.000 
inconsequential     

0.000 
greek               

0.000 
par                 

0.000 
retrieve            

0.000 
employee            

0.000 
glover              

32/50

-2.4


0.000 
baby                

0.000 
present             

0.000 
animal              

0.000 
save                

0.000 
del                 

0.000 
toro                

0.000 
web                 

0.000 
hors                

0.000 
marin               

0.000 
excess              

0.000 
rules               

0.000 
dead                

0.000 
case                

0.000 
vows                

0.000 
crawl               

25/50

-1.4


1.000 
honey               

0.000 
book                

0.000 
recommend           

0.000 
girl                

0.000 
writer              

0.000 
money               

0.000 
fight               

0.000 
mine                

0.000 
hero                

0.000 
opinion             

0.000 
jackson             

0.000 
entertain           

0.000 
question            

0.000 
happen              

0.000 
town                

18/50

-1.2


0.000 
baby                

0.000 
case                

0.000 
save                

0.000 
found               

0.000 
animal              

0.000 
fight               

0.000 
writer              

0.000 
series              

0.000 
nudity              

0.000 
letter              

0.000 
gave                

0.000 
parent              

0.000 
televised           

0.000 
lucky               

0.000 
evil                

47/50

-1.0


0.001 
present             

0.000 
origin              

0.000 
princess            

0.000 
police              

0.000 
true                

0.000 
sequence            

0.000 
girl                

0.000 
chang               

0.000 
bond                

0.000 
camera              

0.000 
stage               

0.000 
house               

0.000 
room                

0.000 
suspect             

0.000 
beatty              

10/50

-0.5


1.000 
honey               

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 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

0.000 
mortal              

9/50

-0.4


0.000 
baby                

0.000 
case                

0.000 
animal              

0.000 
present             

0.000 
save                

0.000 
found               

0.000 
series              

0.000 
letter              

0.000 
televised           

0.000 
nudity              

0.000 
fight               

0.000 
writer              

0.000 
lucky               

0.000 
princess            

0.000 
excess              

5/50

0.5


0.001 
present             

0.000 
princess            

0.000 
origin              

0.000 
sequence            

0.000 
true                

0.000 
girl                

0.000 
suspect             

0.000 
chang               

0.000 
camera              

0.000 
bond                

0.000 
chan                

0.000 
easy                

0.000 
police              

0.000 
room                

0.000 
question            

19/50

1.2


0.000 
animal              

0.000 
fight               

0.000 
letter              

0.000 
present             

0.000 
baby                

0.000 
series              

0.000 
case                

0.000 
princess            

0.000 
televised           

0.000 
nudity              

0.000 
chan                

0.000 
found               

0.000 
read                

0.000 
clerk               

0.000 
writer              

26/50

1.7


0.000 
animal              

0.000 
grave               

0.000 
present             

0.000 
princess            

0.000 
shallow             

0.000 
chan                

0.000 
letter              

0.000 
boyle               

0.000 
fight               

0.000 
series              

0.000 
baby                

0.000 
cream               

0.000 
televised           

0.000 
clerk               

0.000 
case                

34/50

2.1


0.000 
princess            

0.000 
kid                 

0.000 
origin              

0.000 
present             

0.000 
sequence            

0.000 
suspect             

0.000 
chan                

0.000 
true                

0.000 
girl                

0.000 
park                

0.000 
king                

0.000 
animal              

0.000 
camera              

0.000 
murder              

0.000 
easy                

38/50

2.1


0.000 
grave               

0.000 
shallow             

0.000 
boyle               

0.000 
animal              

0.000 
chan                

0.000 
princess            

0.000 
present             

0.000 
letter              

0.000 
tucci               

0.000 
pulp                

0.000 
cream               

0.000 
aloof               

0.000 
gore                

0.000 
avail               

0.000 
closest             

44/50

3.1


0.002 
wonders             

0.002 
catch               

0.001 
money               

0.001 
animal              

0.001 
writer              

0.001 
case                

0.000 
present             

0.000 
princess            

0.000 
eyes                

0.000 
social              

0.000 
horror              

0.000 
town                

0.000 
chang               

0.000 
theater             

0.000 
brother             

6/50

3.5


0.000 
spanish             

0.000 
make-up             

0.000 
dialog              

0.000 
evaluate            

0.000 
visual              

0.000 
stories             

0.000 
tie                 

0.000 
painter             

0.000 
sound               

0.000 
opera               

0.000 
face                

0.000 
told                

0.000 
de                  

0.000 
wonders             

0.000 
violent             

36/50

3.8


0.000 
letter              

0.000 
animal              

0.000 
art                 

0.000 
valentin            

0.000 
dream               

0.000 
govern              

0.000 
visual              

0.000 
newton              

0.000 
tradition           

0.000 
imagine             

0.000 
sequence            

0.000 
drink               

0.000 
fit                 

0.000 
lawyer              

0.000 
roth                

37/50

4.7


0.000 
collin              

0.000 
art                 

0.000 
british             

0.000 
sequence            

0.000 
question            

0.000 
de                  

0.000 
murder              

0.000 
eyes                

0.000 
visual              

0.000 
valentin            

0.000 
english             

0.000 
tucci               

0.000 
island              

0.000 
altman              

0.000 
drink               

39/50

5.0


0.999 
dr                  

0.001 
hollywood           

0.000 
van                 

0.000 
save                

0.000 
annoy               

0.000 
stupid              

0.000 
neighborhood        

0.000 
murphy              

0.000 
hospital            

0.000 
doctor              

0.000 
insure              

0.000 
sutherland          

0.000 
decade              

0.000 
slater              

0.000 
motive              

14/50

5.1


0.000 
collin              

0.000 
art                 

0.000 
sequence            

0.000 
british             

0.000 
de                  

0.000 
question            

0.000 
murder              

0.000 
visual              

0.000 
govern              

0.000 
eyes                

0.000 
video               

0.000 
valentin            

0.000 
mystery             

0.000 
word                

0.000 
drink               

48/50

5.4


0.000 
collin              

0.000 
art                 

0.000 
sequence            

0.000 
british             

0.000 
de                  

0.000 
question            

0.000 
murder              

0.000 
eyes                

0.000 
visual              

0.000 
valentin            

0.000 
english             

0.000 
recommend           

0.000 
island              

0.000 
drink               

0.000 
video               

11/50

6.1


0.000 
collin              

0.000 
art                 

0.000 
sequence            

0.000 
british             

0.000 
de                  

0.000 
murder              

0.000 
question            

0.000 
eyes                

0.000 
polite              

0.000 
govern              

0.000 
mystery             

0.000 
visual              

0.000 
word                

0.000 
intelligent         

0.000 
video               

46/50

6.5


0.000 
collin              

0.000 
british             

0.000 
art                 

0.000 
sequence            

0.000 
eyes                

0.000 
de                  

0.000 
question            

0.000 
murder              

0.000 
island              

0.000 
recommend           

0.000 
valentin            

0.000 
controversy         

0.000 
english             

0.000 
irish               

0.000 
tucci               

30/50

7.0


0.000 
collin              

0.000 
british             

0.000 
sequence            

0.000 
art                 

0.000 
eyes                

0.000 
de                  

0.000 
murder              

0.000 
question            

0.000 
island              

0.000 
irish               

0.000 
recommend           

0.000 
controversy         

0.000 
nation              

0.000 
valentin            

0.000 
english             

22/50

7.9


0.000 
collin              

0.000 
british             

0.000 
eyes                

0.000 
sequence            

0.000 
art                 

0.000 
island              

0.000 
tucci               

0.000 
de                  

0.000 
altman              

0.000 
irish               

0.000 
nation              

0.000 
century             

0.000 
miramax             

0.000 
controversy         

0.000 
opera               

1/50

8.0


0.000 
collin              

0.000 
british             

0.000 
eyes                

0.000 
sequence            

0.000 
art                 

0.000 
de                  

0.000 
island              

0.000 
irish               

0.000 
nation              

0.000 
tucci               

0.000 
controversy         

0.000 
century             

0.000 
miramax             

0.000 
question            

0.000 
fiennes             

16/50

9.0


0.001 
bond                

0.000 
connery             

0.000 
las                 

0.000 
vegas               

0.000 
fleming             

0.000 
nuclear             

0.000 
machine             

0.000 
007                 

0.000 
cars                

0.000 
collin              

0.000 
distinguish         

0.000 
haunt               

0.000 
hero                

0.000 
somber              

0.000 
polite              

24/50

9.1


0.996 
underwater          

0.000 
retrieve            

0.000 
eyes                

0.000 
catch               

0.000 
girl                

0.000 
student             

0.000 
origin              

0.000 
key                 

0.000 
sequence            

0.000 
police              

0.000 
harris              

0.000 
wonders             

0.000 
recommend           

0.000 
told                

0.000 
dogs                

31/50

10.2


0.001 
harris              

0.000 
collin              

0.000 
weather             

0.000 
morn                

0.000 
degree              

0.000 
los                 

0.000 
delicious           

0.000 
fiennes             

0.000 
unusual             

0.000 
california          

0.000 
dragon              

0.000 
subtext             

0.000 
statement           

0.000 
quest               

0.000 
report              

17/50

11.2


1.000 
harper              

0.000 
material            

0.000 
save                

0.000 
i'm                 

0.000 
chan                

0.000 
origin              

0.000 
camera              

0.000 
eyes                

0.000 
fun                 

0.000 
report              

0.000 
key                 

0.000 
2                   

0.000 
suspect             

0.000 
sequence            

0.000 
catch               

15/50

12.3


1.000 
black               

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              

3/50

13.6


0.006 
judd                

0.000 
indian              

0.000 
collin              

0.000 
british             

0.000 
art                 

0.000 
sequence            

0.000 
eyes                

0.000 
de                  

0.000 
murder              

0.000 
recommend           

0.000 
origin              

0.000 
question            

0.000 
jackson             

0.000 
key                 

0.000 
english             

35/50

17.0


1.000 
dead                

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