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


0.993 
party               

0.263 
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


0.988 
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


0.993 
mr                  

0.752 
news                

0.506 
previous            

0.007 
polite              

0.005 
create              

0.003 
distinguish         

0.000 
hero                

0.000 
nuclear             

0.000 
half                

0.000 
connery             

0.000 
easy                

0.000 
chang               

0.000 
car                 

0.000 
agent               

0.000 
impress             

28/50

-10.6


0.908 
catch               

0.866 
wonders             

0.119 
bond                

0.046 
control             

0.035 
romantic            

0.035 
retrieve            

0.035 
gadget              

0.034 
moore               

0.034 
device              

0.033 
9                   

0.031 
chase               

0.031 
squad               

0.031 
lane                

0.029 
i'll                

0.029 
earlier             

8/50

-10.4


0.993 
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


0.049 
legs                

0.045 
neighborhood        

0.042 
native              

0.041 
tiny                

0.040 
daughter            

0.036 
west                

0.035 
evil                

0.034 
african             

0.034 
revenge             

0.034 
babe                

0.033 
bar                 

0.033 
virgin              

0.033 
custom              

0.033 
code                

0.033 
break               

20/50

-8.4


0.969 
horror              

0.885 
williamson          

0.210 
rules               

0.134 
fonda               

0.133 
sutherland          

0.035 
cable               

0.033 
mystery             

0.021 
bit                 

0.021 
killer              

0.020 
scream              

0.020 
understood          

0.020 
scare               

0.020 
frame               

0.020 
prostitute          

0.020 
build               

2/50

-7.5


0.030 
legs                

0.029 
evil                

0.029 
native              

0.028 
tiny                

0.028 
rocket              

0.028 
save                

0.028 
parent              

0.028 
lucky               

0.028 
plan                

0.028 
duncan              

0.028 
hide                

0.028 
bottle              

0.028 
web                 

0.028 
i'll                

0.028 
mile                

0/50

-6.5


0.058 
saint               

0.043 
teacher             

0.042 
inside              

0.040 
van                 

0.040 
lost                

0.039 
decision            

0.038 
marriage            

0.037 
professor           

0.036 
psycho              

0.036 
penn                

0.036 
talks               

0.036 
period              

0.035 
south               

0.035 
boss                

0.035 
stay                

4/50

-6.4


0.879 
instinct            

0.696 
fatal               

0.033 
ned                 

0.026 
documentary         

0.026 
phillips            

0.026 
web                 

0.026 
wolf                

0.026 
shadow              

0.026 
past                

0.026 
idea                

0.026 
page                

0.026 
interview           

0.026 
schwarzenegger      

0.026 
continue            

0.026 
double              

21/50

-6.2


0.146 
baby                

0.137 
animal              

0.127 
pet                 

0.125 
case                

0.104 
found               

0.095 
writer              

0.092 
money               

0.076 
provide             

0.075 
stupid              

0.074 
thinks              

0.074 
finds               

0.073 
excess              

0.069 
rodriguez           

0.067 
product             

0.066 
school              

43/50

-6.0


0.029 
parent              

0.029 
evil                

0.029 
legs                

0.029 
save                

0.029 
material            

0.029 
neighborhood        

0.029 
lucky               

0.029 
web                 

0.029 
denis               

0.028 
tucker              

0.028 
general             

0.028 
i'm                 

0.028 
lack                

0.028 
native              

0.028 
shoot               

7/50

-5.6


0.028 
neighborhood        

0.028 
legs                

0.028 
native              

0.028 
parent              

0.028 
denis               

0.028 
code                

0.028 
tiny                

0.028 
evil                

0.028 
web                 

0.028 
babe                

0.028 
plan                

0.028 
lucky               

0.028 
annoy               

0.028 
tucker              

0.027 
thieves             

42/50

-5.3


0.028 
legs                

0.028 
native              

0.028 
tiny                

0.027 
babe                

0.027 
virgin              

0.027 
parent              

0.027 
plan                

0.027 
mile                

0.027 
denis               

0.027 
west                

0.027 
revenge             

0.027 
african             

0.027 
rocket              

0.027 
web                 

0.027 
vows                

33/50

-5.0


0.028 
legs                

0.028 
native              

0.027 
tiny                

0.027 
babe                

0.027 
virgin              

0.027 
mile                

0.027 
plan                

0.027 
west                

0.027 
african             

0.027 
revenge             

0.027 
parent              

0.027 
vows                

0.027 
rocket              

0.027 
ward                

0.027 
unbelievable        

40/50

-4.4


0.993 
stretch             

0.784 
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


0.029 
parent              

0.029 
evil                

0.029 
material            

0.029 
lucky               

0.029 
save                

0.028 
fight               

0.028 
televised           

0.028 
general             

0.028 
gave                

0.028 
i'm                 

0.028 
series              

0.028 
tucker              

0.028 
talks               

0.028 
hills               

0.028 
telling             

12/50

-3.8


0.028 
fairy               

0.027 
oz                  

0.027 
dies                

0.027 
berry               

0.027 
richardson          

0.027 
bear                

0.027 
mickey              

0.027 
contest             

0.027 
diego               

0.027 
legs                

0.027 
board               

0.027 
native              

0.027 
mile                

0.027 
beast               

0.027 
babe                

45/50

-3.0


0.027 
kings               

0.027 
heavily             

0.027 
babe                

0.027 
thwart              

0.027 
dies                

0.027 
retreat             

0.027 
bear                

0.027 
virgin              

0.027 
keitel              

0.027 
poet                

0.027 
vows                

0.027 
delay               

0.027 
lush                

0.027 
blame               

0.027 
blossom             

29/50

-2.5


0.030 
police              

0.029 
shallow             

0.028 
present             

0.027 
space               

0.027 
greek               

0.027 
dive                

0.027 
par                 

0.027 
glove               

0.027 
sunk                

0.027 
1981                

0.027 
resurrect           

0.027 
inconsequential     

0.027 
visuals             

0.027 
liaison             

0.027 
suitable            

32/50

-2.4


0.027 
thwart              

0.027 
dies                

0.027 
pretense            

0.027 
vows                

0.027 
lying               

0.027 
rely                

0.027 
thankfully          

0.027 
eleven              

0.027 
curious             

0.027 
monster             

0.027 
wet                 

0.027 
babe                

0.027 
malevolent          

0.027 
elliot              

0.027 
shirt               

25/50

-1.4


0.498 
honey               

0.000 
talk                

0.000 
matter              

0.000 
impress             

0.000 
company             

0.000 
piece               

0.000 
intelligent         

0.000 
special             

0.000 
recommend           

0.000 
pay                 

0.000 
hotel               

0.000 
subject             

0.000 
video               

0.000 
deliver             

0.000 
survive             

18/50

-1.2


0.028 
televised           

0.028 
fight               

0.027 
lucky               

0.027 
series              

0.027 
telling             

0.027 
tucker              

0.027 
hughes              

0.027 
evil                

0.027 
hills               

0.027 
general             

0.027 
mrs                 

0.027 
kings               

0.027 
talks               

0.027 
clerk               

0.027 
jersey              

47/50

-1.0


0.064 
present             

0.034 
origin              

0.032 
police              

0.032 
true                

0.031 
sequence            

0.031 
princess            

0.030 
girl                

0.030 
chang               

0.029 
camera              

0.029 
stage               

0.028 
house               

0.028 
room                

0.028 
beatty              

0.028 
suspect             

0.027 
easy                

10/50

-0.5


0.498 
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


0.027 
televised           

0.027 
hughes              

0.027 
clerk               

0.027 
mrs                 

0.027 
buddy               

0.027 
jersey              

0.027 
studio              

0.027 
telling             

0.027 
monster             

0.027 
carter              

0.027 
respond             

0.027 
angell              

0.027 
kings               

0.027 
draw                

0.027 
lucky               

5/50

0.5


0.069 
present             

0.061 
princess            

0.040 
origin              

0.038 
sequence            

0.034 
true                

0.032 
girl                

0.031 
suspect             

0.030 
chang               

0.029 
camera              

0.028 
easy                

0.028 
chan                

0.028 
room                

0.028 
police              

0.027 
question            

0.027 
stage               

19/50

1.2


0.027 
10                  

0.027 
clerk               

0.027 
rea                 

0.027 
studio              

0.027 
mrs                 

0.027 
televised           

0.027 
fight               

0.027 
cream               

0.027 
draw                

0.027 
respond             

0.027 
narrated            

0.027 
list                

0.027 
hughes              

0.027 
davis               

0.027 
buddy               

26/50

1.7


0.027 
grave               

0.027 
shallow             

0.027 
boyle               

0.027 
cream               

0.027 
10                  

0.027 
jude                

0.027 
rea                 

0.027 
chinese             

0.027 
tucci               

0.027 
marvel              

0.027 
wars                

0.027 
otto                

0.027 
unexpected          

0.027 
tiger               

0.027 
definite            

34/50

2.1


0.047 
princess            

0.043 
kid                 

0.032 
origin              

0.029 
chan                

0.029 
suspect             

0.029 
sequence            

0.028 
present             

0.028 
true                

0.028 
park                

0.027 
girl                

0.027 
king                

0.027 
easy                

0.027 
survive             

0.027 
english             

0.027 
tiger               

38/50

2.1


0.028 
grave               

0.028 
shallow             

0.027 
boyle               

0.027 
jude                

0.027 
tucci               

0.027 
altman              

0.027 
chinese             

0.027 
cream               

0.027 
10                  

0.027 
aloof               

0.027 
unexpected          

0.027 
rea                 

0.027 
path                

0.027 
fiction             

0.027 
prepare             

44/50

3.1


0.081 
money               

0.074 
writer              

0.069 
animal              

0.062 
eyes                

0.062 
case                

0.060 
princess            

0.060 
social              

0.059 
town                

0.058 
present             

0.058 
chang               

0.056 
theater             

0.055 
brother             

0.055 
twist               

0.054 
power               

0.054 
true                

6/50

3.5


0.037 
spanish             

0.034 
visual              

0.033 
make-up             

0.033 
dialog              

0.033 
tie                 

0.033 
stories             

0.033 
evaluate            

0.033 
sound               

0.033 
painter             

0.033 
opera               

0.033 
face                

0.032 
told                

0.031 
de                  

0.031 
violent             

0.030 
tradition           

36/50

3.8


0.027 
visual              

0.027 
valentin            

0.027 
art                 

0.027 
avoid               

0.027 
survive             

0.027 
battle              

0.027 
video               

0.027 
artist              

0.027 
intelligent         

0.027 
gold                

0.027 
drink               

0.027 
strike              

0.027 
large               

0.027 
history             

0.027 
build               

37/50

4.7


0.028 
collin              

0.028 
art                 

0.028 
british             

0.028 
visual              

0.028 
de                  

0.027 
valentin            

0.027 
english             

0.027 
altman              

0.027 
drink               

0.027 
tucci               

0.027 
king                

0.027 
mountain            

0.027 
avoid               

0.027 
controversy         

0.027 
history             

39/50

5.0


0.993 
dr                  

0.093 
hollywood           

0.023 
van                 

0.010 
save                

0.002 
annoy               

0.001 
stupid              

0.000 
neighborhood        

0.000 
murphy              

0.000 
hospital            

0.000 
doctor              

0.000 
insure              

0.000 
decade              

0.000 
sutherland          

0.000 
slater              

0.000 
motive              

14/50

5.1


0.028 
art                 

0.028 
british             

0.028 
collin              

0.028 
visual              

0.028 
de                  

0.028 
intelligent         

0.028 
video               

0.028 
valentin            

0.028 
deliver             

0.028 
drink               

0.028 
avoid               

0.028 
women               

0.028 
word                

0.028 
artist              

0.028 
understand          

48/50

5.4


0.028 
collin              

0.028 
art                 

0.028 
british             

0.028 
de                  

0.028 
visual              

0.028 
valentin            

0.028 
murder              

0.028 
video               

0.028 
intelligent         

0.028 
english             

0.028 
deliver             

0.028 
drink               

0.028 
artist              

0.028 
mountain            

0.028 
avoid               

11/50

6.1


0.029 
collin              

0.029 
art                 

0.029 
british             

0.028 
de                  

0.028 
intelligent         

0.028 
murder              

0.028 
visual              

0.028 
deliver             

0.028 
polite              

0.028 
video               

0.028 
word                

0.028 
govern              

0.028 
women               

0.028 
valentin            

0.028 
artist              

46/50

6.5


0.030 
collin              

0.028 
british             

0.028 
art                 

0.028 
de                  

0.028 
valentin            

0.028 
visual              

0.028 
controversy         

0.028 
island              

0.028 
murder              

0.028 
nation              

0.028 
recommend           

0.028 
eyes                

0.028 
english             

0.028 
irish               

0.028 
mountain            

30/50

7.0


0.030 
collin              

0.029 
british             

0.029 
art                 

0.028 
de                  

0.028 
controversy         

0.028 
valentin            

0.028 
nation              

0.028 
eyes                

0.028 
irish               

0.028 
murder              

0.028 
recommend           

0.028 
visual              

0.028 
island              

0.028 
artist              

0.028 
mountain            

22/50

7.9


0.031 
collin              

0.029 
british             

0.029 
art                 

0.028 
eyes                

0.028 
tucci               

0.028 
de                  

0.028 
nation              

0.028 
island              

0.028 
altman              

0.028 
century             

0.028 
irish               

0.028 
controversy         

0.028 
miramax             

0.028 
fiennes             

0.028 
opera               

1/50

8.0


0.031 
collin              

0.029 
british             

0.029 
art                 

0.028 
eyes                

0.028 
de                  

0.028 
nation              

0.028 
irish               

0.028 
controversy         

0.028 
island              

0.028 
century             

0.028 
tucci               

0.028 
fiennes             

0.028 
miramax             

0.028 
valentin            

0.028 
altman              

16/50

9.0


0.077 
bond                

0.039 
connery             

0.036 
las                 

0.036 
vegas               

0.035 
fleming             

0.035 
nuclear             

0.034 
machine             

0.034 
007                 

0.033 
distinguish         

0.033 
cars                

0.033 
collin              

0.032 
haunt               

0.032 
somber              

0.032 
hero                

0.032 
polite              

24/50

9.1


0.993 
underwater          

0.014 
retrieve            

0.004 
eyes                

0.001 
girl                

0.001 
student             

0.001 
origin              

0.001 
key                 

0.000 
sequence            

0.000 
police              

0.000 
harris              

0.000 
recommend           

0.000 
told                

0.000 
dogs                

0.000 
gadget              

0.000 
camera              

31/50

10.2


0.114 
harris              

0.033 
collin              

0.032 
weather             

0.031 
morn                

0.031 
degree              

0.031 
delicious           

0.031 
los                 

0.030 
fiennes             

0.030 
unusual             

0.030 
california          

0.030 
dragon              

0.030 
report              

0.030 
quest               

0.030 
statement           

0.030 
subtext             

17/50

11.2


0.993 
harper              

0.000 
material            

0.000 
company             

0.000 
matter              

0.000 
survive             

0.000 
intelligent         

0.000 
innocent            

0.000 
avoid               

0.000 
deliver             

0.000 
impress             

0.000 
rare                

0.000 
visual              

0.000 
remark              

0.000 
actress             

0.000 
2                   

15/50

12.3


0.993 
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


0.038 
indian              

0.034 
collin              

0.031 
british             

0.030 
art                 

0.030 
de                  

0.030 
recommend           

0.030 
murder              

0.029 
eyes                

0.029 
deliver             

0.029 
english             

0.029 
key                 

0.029 
2                   

0.029 
irish               

0.029 
visual              

0.029 
sequence            

35/50

17.0


0.993 
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