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 = 25.0

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=025-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=1/4/lap0001500.000_topic_model_snapshot

3/25

-5.5


0.000 
santa               

0.000 
ghost               

0.000 
claus               

0.000 
indian              

0.000 
western             

0.000 
silent              

0.000 
tongue              

0.000 
phoenix             

0.000 
bates               

0.000 
river               

0.000 
raped               

0.000 
plain               

0.000 
assorted            

0.000 
torment             

0.000 
harris              

18/25

-4.9


0.001 
batman              

0.001 
group               

0.001 
shadow              

0.001 
burton              

0.001 
band                

0.001 
devito              

0.001 
nicholson           

0.001 
form                

0.001 
attack              

0.001 
carrey              

0.001 
style               

0.001 
member              

0.000 
fans                

0.000 
appeal              

0.000 
dash                

15/25

-4.7


1.000 
**-1/2              

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              

2/25

-4.4


0.001 
police              

0.001 
murder              

0.001 
stupid              

0.001 
car                 

0.001 
suppose             

0.001 
worst               

0.001 
money               

0.001 
cage                

0.001 
wasted              

0.001 
worse               

0.001 
dr                  

0.001 
isabelle            

0.001 
recommend           

0.001 
lame                

0.001 
night               

19/25

-4.3


0.002 
**                  

0.002 
murder              

0.002 
*-1/2               

0.002 
money               

0.001 
school              

0.001 
night               

0.001 
dull                

0.001 
talk                

0.001 
death               

0.001 
laugh               

0.001 
brother             

0.001 
left                

0.001 
house               

0.001 
editor              

0.001 
police              

4/25

-4.1


0.000 
santa               

0.000 
claus               

0.000 
cage                

0.000 
aggression          

0.000 
teddy               

0.000 
paradis             

0.000 
jokes               

0.000 
royal               

0.000 
beast               

0.000 
ned                 

0.000 
dragon              

0.000 
card                

0.000 
agent               

0.000 
seller              

0.000 
money               

11/25

-3.9


0.002 
dr                  

0.002 
power               

0.001 
human               

0.001 
town                

0.001 
church              

0.001 
god                 

0.001 
mr                  

0.001 
daughter            

0.001 
evil                

0.001 
dark                

0.001 
experience          

0.001 
earth               

0.001 
letter              

0.001 
island              

0.001 
investigate         

0/25

-2.8


0.003 
emotion             

0.002 
subject             

0.002 
human               

0.002 
enjoy               

0.002 
state               

0.001 
aspect              

0.001 
video               

0.001 
language            

0.001 
meet                

0.001 
fun                 

0.001 
simple              

0.001 
lives               

0.001 
motion              

0.001 
mpaa                

0.001 
death               

23/25

-2.6


0.003 
emotion             

0.002 
simple              

0.002 
american            

0.002 
narrated            

0.001 
question            

0.001 
heart               

0.001 
wonders             

0.001 
art                 

0.001 
reflect             

0.001 
documentary         

0.001 
women               

0.001 
mpaa                

0.001 
wed                 

0.001 
entertain           

0.001 
matter              

16/25

-0.6


0.000 
money               

0.000 
game                

0.000 
killer              

0.000 
death               

0.000 
women               

0.000 
writer              

0.000 
employ              

0.000 
reflect             

0.000 
older               

0.000 
mine                

0.000 
rate                

0.000 
police              

0.000 
feels               

0.000 
age                 

0.000 
shot                

9/25

-0.3


0.000 
remain              

0.000 
view                

0.000 
children            

0.000 
event               

0.000 
full                

0.000 
product             

0.000 
strong              

0.000 
believed            

0.000 
artist              

0.000 
survive             

0.000 
drama               

0.000 
fascinate           

0.000 
eyes                

0.000 
reflect             

0.000 
lover               

1/25

-0.2


0.002 
house               

0.001 
emotion             

0.001 
power               

0.001 
daughter            

0.001 
girl                

0.001 
book                

0.001 
true                

0.001 
strength            

0.001 
rate                

0.001 
period              

0.001 
sweet               

0.001 
theater             

0.001 
feels               

0.001 
age                 

0.001 
days                

8/25

0.9


0.001 
burke               

0.001 
tv                  

0.001 
warner              

0.001 
horror              

0.001 
monster             

0.001 
inspector           

0.001 
heroin              

0.000 
police              

0.000 
screenwriter        

0.000 
creature            

0.000 
mrs                 

0.000 
museum              

0.000 
runtime             

0.000 
money               

0.000 
highway             

22/25

1.2


0.001 
inspector           

0.001 
professor           

0.001 
concert             

0.001 
drop                

0.001 
squad               

0.000 
paid                

0.000 
spoof               

0.000 
meek                

0.000 
count               

0.000 
castle              

0.000 
marry               

0.000 
boat                

0.000 
promote             

0.000 
nonsense            

0.000 
vampire             

12/25

1.5


0.001 
dr                  

0.001 
scream              

0.001 
craven              

0.001 
fuller              

0.001 
horror              

0.001 
moon                

0.001 
kid                 

0.001 
violent             

0.000 
powell              

0.000 
robbery             

0.000 
killer              

0.000 
slasher             

0.000 
nice                

0.000 
boyfriend           

0.000 
screenwriter        

24/25

2.1


0.001 
car                 

0.001 
money               

0.001 
escape              

0.001 
city                

0.001 
shot                

0.001 
hit                 

0.001 
left                

0.001 
fight               

0.001 
women               

0.001 
save                

0.001 
crime               

0.001 
wrong               

0.001 
discover            

0.001 
police              

0.001 
promise             

7/25

2.2


0.001 
disney              

0.001 
animal              

0.001 
phil                

0.001 
party               

0.001 
white               

0.001 
gave                

0.001 
moore               

0.001 
die                 

0.001 
cop                 

0.001 
murder              

0.001 
emperor             

0.001 
letter              

0.001 
professor           

0.001 
cute                

0.001 
hollow              

13/25

2.4


0.002 
bond                

0.001 
group               

0.001 
smith               

0.001 
money               

0.001 
jones               

0.001 
van                 

0.001 
fight               

0.001 
writer              

0.001 
fall                

0.001 
compute             

0.001 
model               

0.001 
book                

0.001 
client              

0.001 
dialog              

0.001 
gun                 

5/25

3.0


0.002 
chan                

0.001 
sequence            

0.001 
romantic            

0.001 
romance             

0.001 
women               

0.001 
american            

0.001 
dance               

0.001 
laugh               

0.001 
lover               

0.001 
rest                

0.001 
police              

0.001 
stars               

0.001 
car                 

0.001 
puts                

0.001 
reflect             

20/25

3.3


0.002 
house               

0.002 
brother             

0.001 
origin              

0.001 
killer              

0.001 
writer              

0.001 
war                 

0.001 
mrs                 

0.001 
miss                

0.001 
nature              

0.001 
nice                

0.001 
recommend           

0.001 
mystery             

0.001 
mind                

0.001 
older               

0.001 
twist               

10/25

3.6


0.000 
game                

0.000 
romance             

0.000 
note                

0.000 
insect              

0.000 
asset               

0.000 
firm                

0.000 
beneath             

0.000 
chef                

0.000 
circle              

0.000 
embrace             

0.000 
aunt                

0.000 
otto                

0.000 
define              

0.000 
true                

0.000 
wall                

17/25

4.5


0.001 
ethan               

0.000 
philippe            

0.000 
liaison             

0.000 
lopez               

0.000 
lady                

0.000 
affair              

0.000 
beneath             

0.000 
sick                

0.000 
ran                 

0.000 
define              

0.000 
absurd              

0.000 
cold                

0.000 
reverend            

0.000 
ah                  

0.000 
acquire             

14/25

5.2


0.003 
**-1/2              

0.003 
emotion             

0.002 
perfect             

0.002 
wonders             

0.002 
murder              

0.002 
simple              

0.002 
girl                

0.002 
easy                

0.002 
entertain           

0.002 
enjoy               

0.002 
fun                 

0.002 
black               

0.002 
aspect              

0.002 
human               

0.002 
school              

21/25

5.6


0.001 
schindler           

0.001 
kieslowski          

0.001 
collin              

0.000 
kane                

0.000 
peace               

0.000 
boxer               

0.000 
campaign            

0.000 
spielberg           

0.000 
sheridan            

0.000 
patton              

0.000 
titan               

0.000 
krzysztof           

0.000 
musician            

0.000 
branagh             

0.000 
irish               

6/25

6.6


0.001 
duvall              

0.001 
sonny               

0.000 
scorsese            

0.000 
niro                

0.000 
church              

0.000 
coppola             

0.000 
godfather           

0.000 
preach              

0.000 
waves               

0.000 
siren               

0.000 
capra               

0.000 
preacher            

0.000 
frankenstein        

0.000 
god                 

0.000 
watson