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


0.026 
denis               

0.026 
spice               

0.026 
poison              

0.025 
leary               

0.025 
spot                

0.025 
caper               

0.025 
neighborhood        

0.025 
myers               

0.025 
bullock             

0.025 
suicide             

0.025 
church              

0.024 
spies               

0.024 
ambition            

0.024 
stamp               

0.024 
jacques             

5/50

-10.7


0.989 
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


0.028 
rodriguez           

0.026 
el                  

0.026 
marin               

0.026 
phillips            

0.026 
spice               

0.025 
wolf                

0.025 
bartender           

0.025 
jacques             

0.024 
sutherland          

0.024 
buscemi             

0.024 
denis               

0.024 
diamond             

0.024 
achieve             

0.024 
clues               

0.024 
quentin             

19/50

-8.9


0.498 
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


0.045 
awake               

0.036 
forgettable         

0.034 
60s                 

0.033 
**                  

0.033 
offense             

0.033 
upset               

0.033 
thwart              

0.032 
wind                

0.032 
spain               

0.032 
hippie              

0.032 
stamp               

0.032 
blank               

0.032 
woods               

0.032 
tunes               

0.031 
generic             

2/50

-7.3


0.817 
letter              

0.736 
dr                  

0.430 
tv                  

0.356 
doctor              

0.215 
marriage            

0.213 
teacher             

0.194 
hospital            

0.140 
leave               

0.135 
dead                

0.126 
writer              

0.105 
suspect             

0.103 
school              

0.101 
finds               

0.101 
decision            

0.101 
stay                

28/50

-7.1


0.704 
country             

0.163 
war                 

0.097 
lives               

0.091 
lacks               

0.088 
city                

0.086 
symbol              

0.085 
vegas               

0.066 
children            

0.065 
sell                

0.061 
observe             

0.061 
relate              

0.060 
main                

0.058 
neighborhood        

0.056 
pain                

0.056 
las                 

10/50

-7.1


0.027 
denis               

0.025 
spice               

0.025 
philippe            

0.025 
jean-pierre         

0.024 
leary               

0.024 
bullock             

0.024 
church              

0.024 
seagal              

0.024 
priest              

0.024 
walker              

0.024 
myers               

0.024 
catholic            

0.024 
jacques             

0.024 
sebastian           

0.024 
unhappy             

18/50

-6.7


0.026 
trainspotting       

0.025 
spice               

0.025 
heroin              

0.024 
lane                

0.024 
denis               

0.024 
priest              

0.024 
church              

0.024 
leary               

0.024 
seagal              

0.024 
sheet               

0.024 
worst               

0.024 
catholic            

0.024 
lie                 

0.024 
toilet              

0.024 
shoot               

47/50

-6.2


0.044 
interrupt           

0.036 
means               

0.035 
winona              

0.035 
ryder               

0.032 
incident            

0.031 
nurse               

0.031 
lazy                

0.031 
crazy               

0.031 
memoir              

0.031 
redgrave            

0.031 
shut                

0.031 
insane              

0.031 
tunnel              

0.031 
condition           

0.031 
95                  

48/50

-5.4


0.093 
crime               

0.080 
michel              

0.061 
carlyle             

0.053 
fails               

0.046 
penn                

0.046 
south               

0.045 
robbery             

0.044 
professor           

0.044 
party               

0.044 
inside              

0.041 
criminal            

0.041 
colonel             

0.040 
hood                

0.040 
cell                

0.038 
talk                

11/50

-5.3


0.696 
cliff               

0.147 
color               

0.074 
proud               

0.052 
atmosphere          

0.050 
principle           

0.050 
community           

0.048 
visit               

0.047 
episode             

0.046 
stories             

0.046 
narrated            

0.043 
al                  

0.042 
convince            

0.040 
critic              

0.039 
farm                

0.038 
return              

44/50

-4.7


0.080 
tucker              

0.058 
rush                

0.055 
hour                

0.037 
carter              

0.036 
van                 

0.035 
squad               

0.035 
fun                 

0.035 
you're              

0.034 
you'll              

0.033 
feet                

0.033 
lead                

0.033 
detect              

0.033 
collaborate         

0.033 
earth               

0.033 
human               

38/50

-4.7


0.127 
10                  

0.082 
twin                

0.078 
martial             

0.077 
arts                

0.045 
thought             

0.041 
sight               

0.040 
grown               

0.039 
caused              

0.039 
faint               

0.039 
confuse             

0.039 
twins               

0.037 
comedic             

0.033 
dragon              

0.032 
hong                

0.031 
kong                

35/50

-4.6


0.140 
american            

0.131 
killer              

0.076 
fight               

0.071 
kings               

0.063 
documentary         

0.060 
german              

0.056 
spice               

0.055 
porter              

0.052 
web                 

0.046 
native              

0.046 
mount               

0.044 
aspect              

0.044 
horror              

0.044 
wolf                

0.043 
fact                

3/50

-4.6


0.025 
van                 

0.025 
spice               

0.024 
priest              

0.024 
series              

0.024 
church              

0.024 
earth               

0.024 
catholic            

0.024 
stupid              

0.024 
seagal              

0.024 
dogs                

0.024 
myers               

0.024 
leary               

0.024 
flat                

0.024 
psycho              

0.024 
sebastian           

25/50

-4.5


0.169 
japanese            

0.163 
fish                

0.069 
gear                

0.067 
shift               

0.051 
fairy               

0.048 
dance               

0.047 
spend               

0.045 
large               

0.045 
credit              

0.044 
glow                

0.043 
carry               

0.042 
photograph          

0.042 
butler              

0.041 
label               

0.040 
won                 

49/50

-4.2


0.025 
spice               

0.025 
priest              

0.025 
van                 

0.024 
series              

0.024 
church              

0.024 
earth               

0.024 
catholic            

0.024 
dogs                

0.024 
stupid              

0.024 
baby                

0.024 
lie                 

0.024 
flat                

0.024 
seagal              

0.024 
sebastian           

0.024 
monty               

26/50

-3.8


0.025 
spice               

0.024 
lie                 

0.024 
priest              

0.024 
dogs                

0.024 
church              

0.024 
catholic            

0.023 
seagal              

0.023 
earth               

0.023 
leary               

0.023 
jokes               

0.023 
stupid              

0.023 
incident            

0.023 
monty               

0.023 
denis               

0.023 
bullock             

29/50

-3.6


0.027 
van                 

0.026 
series              

0.025 
baby                

0.025 
worth               

0.025 
priest              

0.025 
period              

0.025 
spice               

0.025 
psycho              

0.025 
earth               

0.025 
church              

0.025 
sequel              

0.025 
catholic            

0.024 
flat                

0.024 
dogs                

0.024 
bland               

9/50

-3.5


0.025 
spice               

0.025 
priest              

0.024 
baby                

0.024 
dogs                

0.024 
lie                 

0.024 
church              

0.024 
catholic            

0.024 
earth               

0.024 
sequel              

0.024 
stupid              

0.024 
flat                

0.024 
series              

0.024 
monty               

0.024 
worth               

0.024 
seagal              

37/50

-3.4


0.025 
spice               

0.024 
priest              

0.024 
dogs                

0.024 
lie                 

0.024 
baby                

0.024 
church              

0.024 
catholic            

0.024 
earth               

0.024 
sequel              

0.024 
stupid              

0.023 
seagal              

0.023 
flat                

0.023 
monty               

0.023 
sebastian           

0.023 
leary               

31/50

-3.1


0.093 
wonders             

0.073 
power               

0.065 
white               

0.064 
lost                

0.063 
game                

0.063 
honor               

0.062 
tony                

0.060 
van                 

0.060 
black               

0.059 
jersey              

0.055 
age                 

0.054 
sebastian           

0.054 
dinosaur            

0.053 
walken              

0.053 
period              

16/50

-2.7


0.025 
baby                

0.025 
spice               

0.025 
priest              

0.024 
dogs                

0.024 
sequel              

0.024 
lie                 

0.024 
catholic            

0.024 
earth               

0.024 
church              

0.024 
worth               

0.024 
flat                

0.024 
stupid              

0.024 
lack                

0.024 
honor               

0.024 
series              

21/50

-2.5


0.024 
spice               

0.024 
lie                 

0.024 
priest              

0.024 
dogs                

0.023 
catholic            

0.023 
baby                

0.023 
church              

0.023 
sequel              

0.023 
earth               

0.023 
seagal              

0.023 
jokes               

0.023 
worst               

0.023 
incident            

0.023 
leary               

0.023 
stupid              

39/50

-2.5


0.145 
happiness           

0.037 
lie                 

0.035 
rape                

0.035 
dogs                

0.032 
desolate            

0.031 
series              

0.031 
talent              

0.031 
push                

0.031 
baby                

0.031 
latest              

0.030 
worth               

0.030 
behavior            

0.030 
break               

0.030 
obscene             

0.030 
practice            

6/50

-2.2


0.025 
baby                

0.025 
spice               

0.024 
priest              

0.024 
dogs                

0.024 
sequel              

0.024 
lie                 

0.024 
catholic            

0.024 
earth               

0.024 
church              

0.023 
lack                

0.023 
flat                

0.023 
worth               

0.023 
stupid              

0.023 
worst               

0.023 
honor               

15/50

-1.2


0.029 
baby                

0.028 
worth               

0.027 
sequel              

0.026 
series              

0.026 
motion              

0.026 
short               

0.026 
gave                

0.026 
excess              

0.026 
obvious             

0.026 
save                

0.026 
flat                

0.025 
evil                

0.025 
lines               

0.025 
lack                

0.025 
concern             

32/50

1.0


0.950 
cop                 

0.103 
kit                 

0.093 
emotion             

0.085 
black               

0.070 
full                

0.069 
money               

0.064 
event               

0.047 
girl                

0.046 
hills               

0.044 
rules               

0.042 
saint               

0.042 
mr                  

0.040 
child               

0.037 
provide             

0.036 
situated            

45/50

1.3


0.032 
carter              

0.029 
death               

0.029 
actress             

0.028 
road                

0.028 
park                

0.028 
free                

0.028 
motion              

0.028 
daughter            

0.028 
jurassic            

0.028 
lost                

0.027 
question            

0.027 
excess              

0.027 
evil                

0.027 
mars                

0.026 
policeman           

13/50

2.0


0.026 
baby                

0.025 
short               

0.025 
death               

0.025 
recent              

0.025 
free                

0.024 
version             

0.024 
question            

0.024 
summer              

0.024 
sequel              

0.024 
motion              

0.024 
thriller            

0.024 
chase               

0.024 
idea                

0.024 
age                 

0.024 
likes               

43/50

2.9


0.026 
short               

0.025 
death               

0.025 
question            

0.025 
free                

0.025 
baby                

0.025 
recent              

0.025 
version             

0.025 
summer              

0.024 
chase               

0.024 
thriller            

0.024 
motion              

0.024 
boy                 

0.024 
age                 

0.024 
daughter            

0.024 
feels               

23/50

3.5


0.025 
question            

0.025 
death               

0.025 
short               

0.025 
version             

0.025 
recent              

0.025 
free                

0.024 
summer              

0.024 
thriller            

0.024 
baby                

0.024 
chase               

0.024 
gold                

0.024 
govern              

0.024 
chang               

0.024 
police              

0.024 
park                

36/50

4.0


0.026 
short               

0.026 
question            

0.026 
death               

0.026 
free                

0.025 
version             

0.025 
recent              

0.025 
summer              

0.024 
boy                 

0.024 
chase               

0.024 
thriller            

0.024 
gold                

0.024 
govern              

0.024 
chang               

0.024 
daughter            

0.024 
special             

1/50

4.0


0.072 
michel              

0.052 
gump                

0.050 
school              

0.050 
amazed              

0.047 
proof               

0.044 
rocky               

0.037 
crowe               

0.037 
leader              

0.036 
wright              

0.036 
write               

0.035 
hollywood           

0.035 
figure              

0.034 
parts               

0.034 
choice              

0.033 
order               

30/50

4.7


0.025 
gold                

0.025 
question            

0.025 
truck               

0.024 
version             

0.024 
death               

0.024 
race                

0.024 
driver              

0.024 
recent              

0.024 
jones               

0.024 
free                

0.024 
chang               

0.024 
party               

0.024 
thriller            

0.024 
park                

0.024 
plan                

20/50

5.1


0.025 
gold                

0.025 
truck               

0.025 
question            

0.024 
driver              

0.024 
race                

0.024 
version             

0.024 
jones               

0.024 
death               

0.024 
plan                

0.024 
marvel              

0.024 
party               

0.024 
king                

0.024 
band                

0.024 
chang               

0.024 
park                

17/50

5.2


0.027 
truck               

0.027 
gold                

0.026 
question            

0.025 
version             

0.025 
driver              

0.025 
race                

0.025 
plan                

0.025 
death               

0.024 
free                

0.024 
short               

0.024 
chang               

0.024 
recent              

0.024 
marvel              

0.024 
jones               

0.024 
party               

14/50

6.2


0.990 
vietnam             

0.000 
true                

0.000 
spain               

0.000 
remain              

0.000 
jude                

0.000 
trouble             

0.000 
power               

0.000 
support             

0.000 
keitel              

0.000 
women               

0.000 
blame               

0.000 
told                

0.000 
child               

0.000 
romance             

0.000 
subject             

8/50

6.7


0.096 
husband             

0.092 
murder              

0.088 
jackson             

0.087 
tale                

0.086 
true                

0.086 
wonders             

0.086 
delight             

0.086 
american            

0.086 
works               

0.078 
matter              

0.076 
easy                

0.072 
present             

0.071 
dicaprio            

0.070 
days                

0.069 
meet                

0/50

6.8


0.846 
chan                

0.095 
operate             

0.075 
girl                

0.070 
mrs                 

0.062 
pop                 

0.048 
subtitles           

0.043 
mr                  

0.040 
007                 

0.040 
toler               

0.038 
connery             

0.038 
sequence            

0.037 
impress             

0.037 
ethan               

0.037 
lane                

0.037 
johnson             

24/50

7.0


0.719 
tucci               

0.563 
boys                

0.150 
bit                 

0.138 
farce               

0.104 
comic               

0.081 
touch               

0.068 
classic             

0.058 
enjoy               

0.056 
nerve               

0.053 
frustrate           

0.052 
ship                

0.052 
plenty              

0.051 
fun                 

0.050 
downey              

0.050 
learn               

7/50

8.3


0.111 
harris              

0.084 
hill                

0.076 
mafia               

0.068 
stand               

0.064 
doyle               

0.057 
perfect             

0.055 
chicago             

0.047 
smith               

0.045 
mine                

0.044 
gas                 

0.040 
eastwood            

0.039 
walt                

0.039 
duvall              

0.039 
wrestle             

0.039 
money               

42/50

8.7


0.235 
stretch             

0.068 
hall                

0.051 
drug                

0.045 
heaven              

0.044 
roth                

0.044 
eyes                

0.040 
social              

0.033 
cookie              

0.032 
power               

0.032 
fall                

0.031 
days                

0.031 
urban               

0.031 
perfect             

0.031 
accompany           

0.030 
breast              

33/50

10.3


0.051 
eastwood            

0.046 
perfect             

0.038 
smell               

0.036 
costner             

0.036 
recommend           

0.035 
affleck             

0.035 
mine                

0.034 
20                  

0.032 
forbidden           

0.032 
beatty              

0.031 
power               

0.031 
poignant            

0.030 
diet                

0.030 
sold                

0.030 
woody               

4/50

11.7


0.035 
collin              

0.034 
mine                

0.030 
perfect             

0.029 
artist              

0.028 
eastwood            

0.028 
recommend           

0.028 
honey               

0.028 
band                

0.027 
costner             

0.027 
irish               

0.027 
beatty              

0.027 
freeman             

0.027 
connery             

0.027 
**-1/2              

0.027 
king                

12/50

13.0


0.498 
bond                

0.002 
dr                  

0.000 
007                 

0.000 
fleming             

0.000 
connery             

0.000 
moore               

0.000 
lord                

0.000 
fans                

0.000 
immediately         

0.000 
standard            

0.000 
monty               

0.000 
key                 

0.000 
spacey              

0.000 
forced              

0.000 
crowe               

46/50

13.0


0.038 
king                

0.035 
lady                

0.031 
delight             

0.030 
restore             

0.030 
mine                

0.030 
trailer             

0.029 
court               

0.028 
artist              

0.028 
campaign            

0.028 
village             

0.028 
award               

0.027 
century             

0.027 
kennedy             

0.027 
bridge              

0.027 
solid               

27/50

13.2


0.208 
judd                

0.037 
2                   

0.035 
season              

0.035 
bank                

0.035 
town                

0.035 
drink               

0.034 
gold                

0.034 
hunt                

0.031 
moral               

0.030 
doc                 

0.030 
brown               

0.030 
luck                

0.029 
streak              

0.029 
emotion             

0.029 
abused              

41/50

17.3


0.031 
musician            

0.031 
present             

0.028 
mine                

0.028 
portray             

0.028 
award               

0.028 
delight             

0.028 
king                

0.028 
artist              

0.027 
perfect             

0.027 
band                

0.027 
2                   

0.027 
eastwood            

0.027 
connery             

0.027 
capture             

0.027 
freeman