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 = 0.2

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=0.200-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/lap0003200.000_topic_model_snapshot

40/50

-13.4


0.401 
murder              

0.209 
night               

0.073 
daughter            

0.068 
letter              

0.011 
school              

0.011 
isabelle            

0.009 
death               

0.006 
case                

0.005 
video               

0.003 
nudity              

0.003 
dead                

0.002 
incest              

0.002 
laid                

0.002 
uncertain           

0.002 
learn               

5/50

-10.7


0.871 
007                 

0.129 
diamond             

0.000 
space               

0.000 
mr                  

0.000 
bond                

0.000 
envelop             

0.000 
exuberant           

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
left                

0.000 
belly               

0.000 
depicts             

0.000 
hopper              

22/50

-9.7


1.000 
animal              

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              

19/50

-8.9


0.000 
sister              

0.000 
murder              

0.000 
american            

0.000 
situated            

0.000 
girls               

0.000 
spend               

0.000 
daughter            

0.000 
tale                

0.000 
comic               

0.000 
lives               

0.000 
emotion             

0.000 
ripe                

0.000 
mpaa                

0.000 
night               

0.000 
nature              

34/50

-7.8


1.000 
award               

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 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

2/50

-7.4


1.000 
dr                  

0.000 
case                

0.000 
murder              

0.000 
patch               

0.000 
american            

0.000 
adams               

0.000 
killer              

0.000 
doctor              

0.000 
girl                

0.000 
brother             

0.000 
patient             

0.000 
entertain           

0.000 
talk                

0.000 
state               

0.000 
city                

28/50

-7.1


0.996 
patch               

0.004 
adams               

0.000 
williams            

0.000 
patient             

0.000 
half                

0.000 
approach            

0.000 
medic               

0.000 
unconventional      

0.000 
student             

0.000 
we've               

0.000 
irritant            

0.000 
formula             

0.000 
plenty              

0.000 
emotion             

0.000 
children            

10/50

-7.0


1.000 
delight             

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              

18/50

-6.7


1.000 
war                 

0.000 
intelligent         

0.000 
disney              

0.000 
wonders             

0.000 
situated            

0.000 
laughable           

0.000 
abundant            

0.000 
feeble              

0.000 
discriminate        

0.000 
duncan              

0.000 
lightweight         

0.000 
thrust              

0.000 
slim                

0.000 
bully               

0.000 
resent              

47/50

-6.2


0.000 
american            

0.000 
sister              

0.000 
situated            

0.000 
full                

0.000 
girl                

0.000 
emotion             

0.000 
enjoy               

0.000 
lives               

0.000 
origin              

0.000 
spend               

0.000 
chang               

0.000 
office              

0.000 
create              

0.000 
tale                

0.000 
comic               

48/50

-5.4


0.000 
sister              

0.000 
american            

0.000 
full                

0.000 
situated            

0.000 
origin              

0.000 
emotion             

0.000 
enjoy               

0.000 
lives               

0.000 
comic               

0.000 
office              

0.000 
create              

0.000 
spend               

0.000 
impress             

0.000 
girl                

0.000 
laugh               

11/50

-5.3


0.000 
american            

0.000 
sister              

0.000 
recommend           

0.000 
full                

0.000 
origin              

0.000 
money               

0.000 
girl                

0.000 
create              

0.000 
enjoy               

0.000 
wonders             

0.000 
human               

0.000 
language            

0.000 
situated            

0.000 
chang               

0.000 
meet                

44/50

-4.7


0.805 
company             

0.195 
question            

0.000 
wonders             

0.000 
intelligent         

0.000 
present             

0.000 
left                

0.000 
exuberant           

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
depicts             

0.000 
envelop             

0.000 
hopper              

38/50

-4.7


0.002 
save                

0.001 
money               

0.001 
case                

0.001 
emotion             

0.001 
cliff               

0.001 
found               

0.001 
sequence            

0.001 
series              

0.001 
children            

0.001 
motion              

0.001 
product             

0.001 
crime               

0.001 
origin              

0.001 
brother             

0.001 
dead                

3/50

-4.6


1.000 
polite              

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 
left                

0.000 
overacting          

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

35/50

-4.6


0.001 
save                

0.001 
seagal              

0.001 
cliff               

0.001 
buck                

0.001 
animal              

0.001 
air                 

0.001 
flat                

0.001 
plane               

0.001 
bore                

0.001 
crime               

0.001 
annoy               

0.001 
worse               

0.001 
stupid              

0.001 
awful               

0.001 
toro                

25/50

-4.2


1.000 
jackson             

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              

49/50

-4.2


0.000 
recommend           

0.000 
money               

0.000 
origin              

0.000 
american            

0.000 
sister              

0.000 
full                

0.000 
human               

0.000 
wonders             

0.000 
create              

0.000 
girl                

0.000 
mystery             

0.000 
language            

0.000 
enjoy               

0.000 
perfect             

0.000 
miss                

26/50

-3.8


0.000 
recommend           

0.000 
money               

0.000 
origin              

0.000 
full                

0.000 
american            

0.000 
sister              

0.000 
human               

0.000 
wonders             

0.000 
create              

0.000 
perfect             

0.000 
age                 

0.000 
animal              

0.000 
power               

0.000 
miss                

0.000 
mystery             

29/50

-3.6


0.220 
save                

0.023 
stupid              

0.012 
cliff               

0.011 
fight               

0.010 
flat                

0.008 
series              

0.007 
toro                

0.005 
**                  

0.005 
poor                

0.005 
undercover          

0.004 
project             

0.004 
cop                 

0.004 
worse               

0.004 
van                 

0.004 
brother             

9/50

-3.5


0.491 
patch               

0.032 
adams               

0.000 
williams            

0.000 
patient             

0.000 
approach            

0.000 
student             

0.000 
medic               

0.000 
half                

0.000 
unconventional      

0.000 
we've               

0.000 
irritant            

0.000 
sister              

0.000 
formula             

0.000 
emotion             

0.000 
american            

37/50

-3.2


1.000 
beach               

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 
left                

0.000 
overacting          

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

16/50

-3.2


0.001 
money               

0.001 
recommend           

0.001 
origin              

0.001 
animal              

0.000 
dead                

0.000 
brother             

0.000 
sequence            

0.000 
car                 

0.000 
series              

0.000 
miss                

0.000 
mine                

0.000 
police              

0.000 
figure              

0.000 
mystery             

0.000 
girl                

31/50

-3.1


0.000 
recommend           

0.000 
money               

0.000 
origin              

0.000 
full                

0.000 
animal              

0.000 
perfect             

0.000 
age                 

0.000 
human               

0.000 
american            

0.000 
wonders             

0.000 
sister              

0.000 
create              

0.000 
miss                

0.000 
power               

0.000 
mystery             

21/50

-2.5


0.000 
money               

0.000 
recommend           

0.000 
origin              

0.000 
age                 

0.000 
animal              

0.000 
perfect             

0.000 
full                

0.000 
human               

0.000 
american            

0.000 
wonders             

0.000 
create              

0.000 
power               

0.000 
sister              

0.000 
bit                 

0.000 
miss                

39/50

-2.5


0.001 
money               

0.001 
recommend           

0.001 
origin              

0.000 
animal              

0.000 
perfect             

0.000 
age                 

0.000 
human               

0.000 
full                

0.000 
miss                

0.000 
create              

0.000 
sequence            

0.000 
figure              

0.000 
wonders             

0.000 
mystery             

0.000 
car                 

6/50

-2.2


0.001 
money               

0.001 
recommend           

0.001 
origin              

0.000 
animal              

0.000 
perfect             

0.000 
age                 

0.000 
human               

0.000 
full                

0.000 
miss                

0.000 
create              

0.000 
figure              

0.000 
sequence            

0.000 
wonders             

0.000 
power               

0.000 
mystery             

15/50

-1.2


0.001 
black               

0.001 
emotion             

0.001 
american            

0.001 
power               

0.001 
romantic            

0.001 
mpaa                

0.001 
chang               

0.001 
present             

0.001 
city                

0.001 
comic               

0.001 
attract             

0.001 
recommend           

0.001 
white               

0.001 
happen              

0.001 
house               

45/50

1.6


0.002 
excel               

0.002 
paris               

0.002 
wonders             

0.001 
sweet               

0.001 
night               

0.001 
money               

0.001 
buddy               

0.001 
detect              

0.001 
black               

0.001 
laugh               

0.001 
french              

0.001 
1994                

0.001 
**-1/2              

0.001 
girl                

0.001 
romance             

13/50

2.0


0.004 
paris               

0.003 
excel               

0.003 
girl                

0.003 
wonders             

0.002 
french              

0.002 
1994                

0.002 
reflect             

0.002 
sweet               

0.002 
dance               

0.002 
women               

0.001 
recommend           

0.001 
mine                

0.001 
employ              

0.001 
romance             

0.001 
**-1/2              

32/50

2.2


0.001 
kid                 

0.001 
perfect             

0.001 
age                 

0.001 
recommend           

0.001 
human               

0.001 
wonders             

0.001 
power               

0.001 
works               

0.001 
king                

0.001 
money               

0.001 
fun                 

0.001 
american            

0.001 
full                

0.001 
present             

0.001 
animal              

43/50

2.9


0.001 
age                 

0.001 
perfect             

0.001 
power               

0.001 
money               

0.001 
human               

0.001 
works               

0.000 
animal              

0.000 
king                

0.000 
recommend           

0.000 
fun                 

0.000 
entertain           

0.000 
kid                 

0.000 
believed            

0.000 
black               

0.000 
wonders             

23/50

3.5


0.001 
age                 

0.001 
perfect             

0.001 
power               

0.001 
human               

0.001 
works               

0.001 
wonders             

0.001 
king                

0.001 
recommend           

0.001 
present             

0.001 
animal              

0.001 
money               

0.000 
kid                 

0.000 
american            

0.000 
fun                 

0.000 
entertain           

1/50

4.0


1.000 
suppose             

0.000 
denis               

0.000 
money               

0.000 
carter              

0.000 
desert              

0.000 
gas                 

0.000 
survive             

0.000 
road                

0.000 
attend              

0.000 
policeman           

0.000 
station             

0.000 
strand              

0.000 
mutant              

0.000 
civil               

0.000 
fuller              

36/50

4.1


0.001 
present             

0.001 
emotion             

0.001 
stretch             

0.001 
works               

0.001 
human               

0.001 
power               

0.001 
motion              

0.001 
age                 

0.001 
american            

0.001 
impress             

0.001 
product             

0.001 
perfect             

0.001 
sequence            

0.001 
easy                

0.001 
wonders             

30/50

4.7


0.001 
age                 

0.001 
power               

0.001 
perfect             

0.001 
human               

0.001 
works               

0.000 
king                

0.000 
entertain           

0.000 
money               

0.000 
believed            

0.000 
present             

0.000 
fun                 

0.000 
kid                 

0.000 
wonders             

0.000 
animal              

0.000 
american            

20/50

5.2


0.001 
power               

0.001 
age                 

0.001 
perfect             

0.001 
works               

0.001 
doctor              

0.001 
human               

0.001 
king                

0.001 
believed            

0.001 
entertain           

0.001 
present             

0.000 
fun                 

0.000 
money               

0.000 
american            

0.000 
wonders             

0.000 
left                

17/50

5.2


0.001 
age                 

0.001 
power               

0.001 
perfect             

0.000 
money               

0.000 
human               

0.000 
works               

0.000 
entertain           

0.000 
king                

0.000 
believed            

0.000 
animal              

0.000 
fun                 

0.000 
kid                 

0.000 
black               

0.000 
wonders             

0.000 
left                

14/50

6.4


1.000 
suppose             

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 
overacting          

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

8/50

6.7


0.001 
age                 

0.001 
power               

0.000 
perfect             

0.000 
entertain           

0.000 
money               

0.000 
human               

0.000 
works               

0.000 
believed            

0.000 
king                

0.000 
fun                 

0.000 
black               

0.000 
kid                 

0.000 
animal              

0.000 
left                

0.000 
wonders             

0/50

6.8


0.000 
age                 

0.000 
power               

0.000 
perfect             

0.000 
money               

0.000 
animal              

0.000 
entertain           

0.000 
fun                 

0.000 
human               

0.000 
believed            

0.000 
works               

0.000 
black               

0.000 
kid                 

0.000 
king                

0.000 
left                

0.000 
wonders             

24/50

7.0


0.001 
inspector           

0.001 
vampire             

0.001 
count               

0.001 
fun                 

0.001 
power               

0.000 
believed            

0.000 
age                 

0.000 
perfect             

0.000 
entertain           

0.000 
chan                

0.000 
money               

0.000 
human               

0.000 
works               

0.000 
king                

0.000 
black               

7/50

8.4


0.000 
power               

0.000 
age                 

0.000 
perfect             

0.000 
entertain           

0.000 
believed            

0.000 
works               

0.000 
money               

0.000 
human               

0.000 
kid                 

0.000 
black               

0.000 
king                

0.000 
fun                 

0.000 
left                

0.000 
animal              

0.000 
wonders             

42/50

8.7


0.001 
harris              

0.001 
senate              

0.001 
dragon              

0.001 
power               

0.001 
age                 

0.001 
entertain           

0.000 
collin              

0.000 
perfect             

0.000 
dark                

0.000 
killer              

0.000 
campaign            

0.000 
believed            

0.000 
left                

0.000 
kid                 

0.000 
camp                

33/50

10.3


1.000 
realize             

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              

4/50

11.7


0.523 
trainspotting       

0.005 
del                 

0.002 
disgust             

0.001 
reflect             

0.001 
thought             

0.001 
black               

0.000 
sweet               

0.000 
vomit               

0.000 
opinion             

0.000 
award               

0.000 
women               

0.000 
language            

0.000 
mine                

0.000 
favorite            

0.000 
flies               

12/50

13.0


1.000 
bond                

0.000 
diamond             

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 
overacting          

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

46/50

13.0


0.000 
sister              

0.000 
paradis             

0.000 
spacey              

0.000 
tucci               

0.000 
saint               

0.000 
basketball          

0.000 
dragon              

0.000 
songs               

0.000 
leary               

0.000 
depict              

0.000 
collin              

0.000 
impact              

0.000 
golf                

0.000 
expose              

0.000 
ford                

27/50

13.2


1.000 
school              

0.000 
letter              

0.000 
left                

0.000 
envelop             

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               

41/50

17.3


0.462 
dr                  

0.434 
adams               

0.104 
patch               

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 
overacting          

0.000 
boyle               

0.000 
vampire