LEGEND_NAME = MED_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=0.0100-tau=0.0100-lambda_w=0.001-c_svm=10.0-init_name=rand_smooth_background-alg_name=med_lda_gibbs_sampler-n_batches=1/4/lap0002100.000_topic_model_snapshot

19/50

-46.1


0.005 
dead                

0.005 
girl                

0.005 
case                

0.005 
found               

0.004 
daughter            

0.004 
writer              

0.004 
learn               

0.003 
provide             

0.003 
laugh               

0.003 
baby                

0.003 
black               

0.003 
finds               

0.003 
white               

0.003 
order               

0.003 
secret              

11/50

-7.1


0.037 
lost                

0.033 
park                

0.026 
jurassic            

0.026 
dinosaur            

0.022 
buddy               

0.018 
spielberg           

0.017 
major               

0.015 
happen              

0.015 
attack              

0.013 
enjoy               

0.013 
disaster            

0.011 
baby                

0.011 
island              

0.011 
brook               

0.011 
fish                

38/50

-6.1


0.073 
chan                

0.026 
squad               

0.026 
tucker              

0.024 
kong                

0.021 
hong                

0.021 
sequence            

0.021 
tiger               

0.021 
rush                

0.019 
master              

0.019 
hour                

0.014 
spend               

0.014 
stunt               

0.014 
dragon              

0.012 
arts                

0.009 
loose               

32/50

-5.0


0.042 
documentary         

0.024 
kings               

0.022 
drug                

0.022 
sport               

0.020 
fight               

0.020 
web                 

0.018 
000                 

0.015 
crash               

0.015 
modern              

0.015 
interview           

0.013 
page                

0.013 
keeping             

0.013 
mention             

0.013 
average             

0.013 
rock                

9/50

-2.9


0.024 
focus               

0.023 
neighborhood        

0.018 
comic               

0.016 
sort                

0.016 
counsel             

0.016 
stanford            

0.016 
struggle            

0.016 
cross               

0.015 
wander              

0.015 
i'm                 

0.013 
pair                

0.013 
converse            

0.013 
import              

0.013 
prove               

0.011 
office              

16/50

-2.2


0.022 
rise                

0.022 
event               

0.020 
hero                

0.018 
excepting           

0.018 
govern              

0.016 
player              

0.015 
means               

0.015 
art                 

0.013 
alec                

0.013 
class               

0.013 
condition           

0.013 
history             

0.013 
define              

0.013 
crack               

0.011 
account             

47/50

-2.0


0.059 
god                 

0.028 
told                

0.026 
byrne               

0.022 
child               

0.018 
stop                

0.015 
teacher             

0.013 
we're               

0.013 
priest              

0.013 
church              

0.013 
miracle             

0.013 
ridicule            

0.011 
utter               

0.011 
asks                

0.011 
lit                 

0.011 
sing                

8/50

-2.0


0.035 
sister              

0.026 
observe             

0.022 
camp                

0.020 
conflict            

0.018 
childhood           

0.017 
marvel              

0.015 
intelligent         

0.015 
distinguish         

0.015 
feels               

0.015 
silent              

0.013 
superb              

0.013 
anymore             

0.013 
driver              

0.013 
tension             

0.013 
festive             

35/50

-1.4


0.043 
game                

0.024 
relate              

0.016 
symbol              

0.016 
tv                  

0.014 
denis               

0.014 
gave                

0.014 
soccer              

0.014 
mild                

0.014 
husband             

0.012 
gift                

0.012 
children            

0.010 
considers           

0.010 
caught              

0.010 
dominant            

0.010 
business            

3/50

-1.4


0.045 
voice               

0.042 
animal              

0.029 
origin              

0.026 
age                 

0.024 
series              

0.023 
disney              

0.019 
cartoon             

0.018 
songs               

0.016 
classic             

0.015 
kid                 

0.013 
ages                

0.013 
mouse               

0.013 
voiced              

0.013 
brave               

0.011 
imagine             

2/50

-1.2


0.045 
design              

0.036 
chef                

0.031 
eat                 

0.025 
food                

0.022 
lie                 

0.022 
culture             

0.020 
water               

0.020 
gray                

0.016 
wang                

0.016 
dinner              

0.016 
richardson          

0.016 
read                

0.013 
cinematic           

0.013 
desire              

0.011 
stories             

37/50

-1.1


0.023 
manipulate          

0.023 
honor               

0.021 
recognize           

0.018 
phil                

0.018 
davis               

0.018 
assist              

0.018 
uncle               

0.016 
seek                

0.016 
chemistry           

0.014 
sneak               

0.014 
monty               

0.014 
slip                

0.014 
roles               

0.014 
williams            

0.014 
occasional          

21/50

-1.0


0.046 
stretch             

0.042 
hall                

0.034 
drug                

0.031 
black               

0.029 
police              

0.023 
roth                

0.023 
social              

0.023 
van                 

0.019 
newton              

0.013 
system              

0.013 
baker               

0.013 
chase               

0.013 
beat                

0.013 
addict              

0.011 
leads               

24/50

-0.7


0.028 
length              

0.017 
distributor         

0.016 
aspect              

0.016 
motion              

0.016 
approach            

0.015 
pleasure            

0.013 
title               

0.013 
mpaa                

0.012 
element             

0.012 
theatrical          

0.012 
short               

0.012 
product             

0.011 
classification      

0.011 
wide                

0.011 
effort              

20/50

-0.6


0.131 
bond                

0.035 
dr                  

0.025 
connery             

0.023 
series              

0.020 
diamond             

0.018 
chase               

0.015 
agent               

0.013 
fleming             

0.013 
moore               

0.013 
las                 

0.013 
9                   

0.013 
machine             

0.013 
007                 

0.010 
front               

0.010 
dozen               

1/50

-0.4


0.050 
school              

0.046 
student             

0.022 
blond               

0.020 
physic              

0.018 
elect               

0.016 
runtime             

0.016 
editor              

0.014 
charm               

0.014 
universe            

0.014 
graduate            

0.012 
screenwriters       

0.012 
gay                 

0.012 
class               

0.012 
smoke               

0.012 
smart               

48/50

-0.4


0.058 
killer              

0.031 
murder              

0.023 
dog                 

0.023 
police              

0.022 
thriller            

0.020 
crime               

0.018 
mystery             

0.018 
psycho              

0.018 
victim              

0.018 
bites               

0.016 
suspense            

0.016 
camera              

0.014 
psychology          

0.013 
tape                

0.013 
horror              

13/50

-0.3


0.041 
party               

0.030 
band                

0.026 
kiss                

0.022 
report              

0.019 
romantic            

0.019 
beach               

0.019 
group               

0.019 
college             

0.017 
posit               

0.017 
phil                

0.015 
sketch              

0.013 
barrymore           

0.013 
dance               

0.011 
35                  

0.011 
dialog              

33/50

-0.1


0.036 
experience          

0.036 
company             

0.026 
rock                

0.026 
happen              

0.024 
child               

0.020 
friendship          

0.020 
agreed              

0.016 
brutal              

0.014 
restaurant          

0.014 
latest              

0.014 
date                

0.012 
rais                

0.012 
domestic            

0.012 
insight             

0.012 
native              

15/50

-0.0


0.034 
car                 

0.031 
boyle               

0.024 
hughes              

0.021 
rodriguez           

0.018 
low                 

0.018 
money               

0.018 
grave               

0.018 
survive             

0.016 
flynn               

0.016 
tarantino           

0.016 
buscemi             

0.013 
bartender           

0.013 
sequel              

0.013 
quentin             

0.013 
smuggle             

25/50

0.0


0.067 
harper              

0.053 
chan                

0.032 
murder              

0.032 
chamber             

0.028 
lawyer              

0.025 
mansion             

0.018 
active              

0.018 
enter               

0.014 
roth                

0.014 
racial              

0.014 
museum              

0.014 
spies               

0.014 
otto                

0.014 
gas                 

0.011 
runtime             

34/50

0.0


0.036 
fresh               

0.029 
team                

0.022 
room                

0.022 
baseball            

0.022 
chess               

0.020 
dicaprio            

0.018 
youth               

0.018 
win                 

0.013 
clips               

0.013 
mickey              

0.013 
fiction             

0.013 
leonardo            

0.011 
school              

0.011 
wins                

0.011 
nostalgia           

18/50

0.0


0.058 
dr                  

0.052 
letter              

0.047 
patient             

0.033 
hospital            

0.030 
doctor              

0.025 
nurse               

0.025 
younger             

0.019 
receive             

0.019 
insure              

0.016 
health              

0.016 
18                  

0.014 
church              

0.014 
decade              

0.014 
poison              

0.014 
telling             

39/50

0.1


0.049 
town                

0.029 
mountain            

0.026 
village             

0.024 
gold                

0.023 
dillon              

0.021 
marriage            

0.018 
claim               

0.016 
lane                

0.016 
western             

0.015 
country             

0.015 
free                

0.013 
chief               

0.013 
editor              

0.013 
mine                

0.011 
screenwriters       

40/50

0.3


0.033 
mr                  

0.026 
money               

0.026 
cop                 

0.022 
porter              

0.019 
noir                

0.017 
cops                

0.017 
val                 

0.016 
boss                

0.016 
mel                 

0.016 
flick               

0.014 
hero                

0.012 
suppose             

0.012 
beat                

0.012 
figure              

0.012 
corrupt             

46/50

0.5


0.051 
island              

0.034 
road                

0.034 
paradis             

0.031 
hanks               

0.025 
dialogue            

0.022 
survivor            

0.020 
camp                

0.020 
return              

0.017 
appeal              

0.017 
survive             

0.014 
vacate              

0.014 
pacific             

0.014 
plane               

0.014 
pays                

0.014 
japanese            

14/50

0.5


0.033 
horror              

0.031 
rules               

0.023 
death               

0.021 
instinct            

0.019 
fatal               

0.017 
ice                 

0.017 
sudden              

0.017 
williamson          

0.015 
possibly            

0.015 
form                

0.015 
prison              

0.015 
freeman             

0.015 
display             

0.013 
robbin              

0.010 
origin              

23/50

0.5


0.077 
jackson             

0.039 
murder              

0.028 
bank                

0.023 
soldier             

0.023 
general             

0.021 
gun                 

0.021 
command             

0.018 
rape                

0.018 
realize             

0.018 
west                

0.018 
telling             

0.016 
morn                

0.016 
anderson            

0.016 
la                  

0.010 
charge              

4/50

0.7


0.069 
smith               

0.026 
clerk               

0.026 
earn                

0.024 
affleck             

0.018 
brand               

0.018 
nightclub           

0.016 
driver              

0.013 
1994                

0.013 
law                 

0.013 
store               

0.013 
station             

0.013 
tea                 

0.013 
hills               

0.013 
jersey              

0.011 
bay                 

7/50

0.7


0.042 
detect              

0.040 
affair              

0.033 
free                

0.028 
beatty              

0.026 
suspect             

0.023 
spacey              

0.023 
police              

0.019 
devito              

0.019 
investigate         

0.019 
arrest              

0.019 
lucky               

0.016 
question            

0.016 
confess             

0.014 
roles               

0.014 
criminal            

12/50

1.1


0.039 
judd                

0.034 
mann                

0.034 
hunt                

0.029 
bits                

0.025 
pacino              

0.017 
al                  

0.017 
individual          

0.017 
brown               

0.015 
corporal            

0.015 
response            

0.012 
crowe               

0.012 
bergman             

0.012 
williamson          

0.012 
wisdom              

0.012 
drink               

30/50

1.1


0.069 
princess            

0.038 
english             

0.036 
jude                

0.029 
happiness           

0.019 
sets                

0.019 
hardy               

0.017 
hair                

0.014 
dying               

0.014 
snow                

0.014 
fairy               

0.014 
kline               

0.012 
worse               

0.010 
wrong               

0.010 
cruel               

0.010 
water               

27/50

1.1


0.033 
recommend           

0.033 
reflect             

0.032 
opinion             

0.029 
meant               

0.028 
mine                

0.027 
employ              

0.013 
award               

0.013 
children            

0.013 
magic               

0.012 
figure              

0.011 
parts               

0.011 
low                 

0.011 
shock               

0.010 
realist             

0.010 
excel               

6/50

1.2


0.051 
evil                

0.020 
cage                

0.020 
treat               

0.018 
legs                

0.018 
thinks              

0.015 
revenge             

0.015 
machine             

0.015 
mask                

0.015 
musician            

0.015 
store               

0.015 
tiny                

0.013 
aloof               

0.013 
filmmaker           

0.013 
west                

0.013 
devil               

0/50

1.2


0.028 
angell              

0.028 
harris              

0.021 
significant         

0.019 
los                 

0.019 
lives               

0.019 
window              

0.017 
fall                

0.017 
tedious             

0.017 
sign                

0.014 
nervous             

0.014 
interview           

0.014 
bottle              

0.014 
candy               

0.014 
parker              

0.012 
smoke               

44/50

1.3


0.027 
saint               

0.024 
fiennes             

0.024 
prison              

0.019 
russian             

0.019 
govern              

0.019 
kilmer              

0.017 
professor           

0.017 
list                

0.017 
south               

0.017 
recent              

0.017 
century             

0.017 
cell                

0.015 
academy             

0.012 
award               

0.012 
period              

28/50

1.7


0.032 
stevens             

0.029 
remain              

0.029 
thompson            

0.026 
fox                 

0.023 
lord                

0.020 
impress             

0.020 
miss                

0.020 
hopkin              

0.020 
hero                

0.020 
company             

0.017 
craven              

0.017 
mr                  

0.014 
addition            

0.014 
impact              

0.014 
power               

42/50

2.0


0.039 
country             

0.023 
war                 

0.016 
memory              

0.016 
stolen              

0.016 
women               

0.014 
shadow              

0.014 
communist           

0.012 
universe            

0.012 
past                

0.012 
future              

0.012 
china               

0.010 
govern              

0.010 
history             

0.010 
generate            

0.010 
round               

41/50

2.4


0.060 
collin              

0.037 
british             

0.029 
polite              

0.026 
irish               

0.018 
intern              

0.016 
side                

0.016 
history             

0.013 
inspire             

0.013 
physic              

0.013 
conflict            

0.013 
monument            

0.013 
drama               

0.013 
compel              

0.013 
govern              

0.010 
conclusion          

22/50

2.5


0.066 
dogs                

0.041 
true                

0.041 
romance             

0.034 
reservoir           

0.025 
tarantino           

0.022 
slater              

0.022 
arquette            

0.019 
walken              

0.019 
white               

0.019 
quentin             

0.019 
graphic             

0.016 
tony                

0.016 
hopper              

0.013 
news                

0.013 
safe                

26/50

2.6


0.029 
excess              

0.024 
hill                

0.021 
del                 

0.021 
stand               

0.021 
toro                

0.021 
smith               

0.018 
walken              

0.016 
breast              

0.016 
moon                

0.013 
dust                

0.013 
sound               

0.013 
suit                

0.013 
voiceover           

0.013 
crook               

0.010 
la                  

45/50

2.9


0.030 
video               

0.028 
send                

0.024 
free                

0.022 
subscribe           

0.022 
subject             

0.022 
week                

0.022 
word                

0.022 
letter              

0.022 
email               

0.018 
recommend           

0.016 
you've              

0.016 
park                

0.016 
language            

0.016 
sweet               

0.014 
central             

10/50

2.9


0.022 
hotel               

0.020 
trouble             

0.020 
mafia               

0.018 
tapes               

0.018 
silver              

0.018 
converse            

0.018 
device              

0.016 
couple              

0.016 
murder              

0.016 
awkward             

0.014 
shoes               

0.014 
chicago             

0.014 
green               

0.014 
uncomfortable       

0.014 
uncle               

17/50

2.9


0.052 
emotion             

0.024 
engage              

0.017 
create              

0.016 
teacher             

0.016 
lawyer              

0.016 
explore             

0.016 
struggle            

0.014 
felt                

0.013 
question            

0.013 
save                

0.011 
children            

0.011 
stand               

0.011 
issued              

0.011 
desert              

0.010 
straight            

31/50

3.1


0.029 
subtitles           

0.024 
french              

0.019 
cuts                

0.019 
wear                

0.019 
fonda               

0.017 
emotion             

0.017 
fashion             

0.017 
pierre              

0.015 
de                  

0.015 
inside              

0.015 
sutherland          

0.015 
prostitute          

0.012 
admire              

0.012 
possess             

0.012 
obsess              

49/50

3.3


0.042 
tucci               

0.036 
comic               

0.033 
sea                 

0.030 
farce               

0.027 
operate             

0.015 
tony                

0.015 
blow                

0.015 
level               

0.015 
bullock             

0.015 
pair                

0.012 
choose              

0.012 
gold                

0.012 
plenty              

0.012 
spin                

0.012 
leary               

36/50

3.5


0.028 
televised           

0.023 
gave                

0.020 
color               

0.019 
scare               

0.017 
cute                

0.016 
parts               

0.013 
10                  

0.012 
shop                

0.012 
evil                

0.010 
laugh               

0.010 
12                  

0.010 
pg                  

0.010 
bright              

0.010 
treat               

0.010 
myers               

29/50

6.0


0.046 
wars                

0.041 
honey               

0.035 
special             

0.030 
empire              

0.027 
ford                

0.024 
harrison            

0.024 
strike              

0.022 
field               

0.019 
oz                  

0.016 
vision              

0.016 
williams            

0.014 
hint                

0.014 
grow                

0.014 
fiction             

0.014 
edit                

5/50

7.6


0.039 
hero                

0.034 
schwarzenegger      

0.031 
enjoy               

0.024 
hollywood           

0.024 
altman              

0.022 
ready               

0.019 
slater              

0.015 
pure                

0.015 
days                

0.015 
player              

0.012 
glamor              

0.012 
number              

0.012 
fun                 

0.012 
seat                

0.012 
dark                

43/50

48.3


0.005 
present             

0.004 
chang               

0.004 
power               

0.004 
human               

0.004 
wonders             

0.004 
girl                

0.003 
learn               

0.003 
works               

0.003 
entertain           

0.003 
theater             

0.003 
easy                

0.003 
money               

0.003 
sequence            

0.003 
nature              

0.003 
question