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 = 0.2

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=0.0100-tau=0.0100-lambda_w=0.001-c_svm=1.0-init_name=rand_smooth_background-alg_name=med_lda_gibbs_sampler-n_batches=1/3/lap0001700.000_topic_model_snapshot

30/50

-51.6


0.004 
suppose             

0.004 
found               

0.004 
brother             

0.003 
head                

0.003 
night               

0.003 
daughter            

0.003 
left                

0.003 
manage              

0.003 
hand                

0.003 
miss                

0.003 
learn               

0.003 
i'm                 

0.003 
order               

0.003 
figure              

0.003 
realize             

49/50

-1.9


0.015 
husband             

0.014 
attract             

0.013 
married             

0.013 
marriage            

0.012 
meet                

0.012 
artist              

0.011 
romance             

0.011 
converse            

0.009 
feels               

0.009 
return              

0.009 
editor              

0.009 
happen              

0.009 
emotion             

0.008 
runtime             

0.008 
experience          

10/50

-1.5


0.033 
drug                

0.022 
drugs               

0.019 
hoffman             

0.018 
dream               

0.017 
house               

0.015 
drink               

0.014 
deal                

0.013 
honey               

0.013 
eat                 

0.013 
days                

0.012 
childhood           

0.011 
buck                

0.010 
smoke               

0.010 
you've              

0.010 
sister              

35/50

-1.3


0.035 
general             

0.029 
office              

0.023 
universe            

0.023 
stanford            

0.023 
counsel             

0.017 
penn                

0.017 
simply              

0.016 
struggle            

0.015 
trailer             

0.015 
boys                

0.013 
dicaprio            

0.012 
cop                 

0.011 
single              

0.010 
passage             

0.010 
king                

36/50

-1.2


0.029 
hollywood           

0.026 
slater              

0.021 
hit                 

0.019 
cage                

0.016 
weapon              

0.015 
murphy              

0.015 
cusack              

0.014 
clerk               

0.014 
dog                 

0.014 
blank               

0.013 
gun                 

0.013 
buscemi             

0.012 
kit                 

0.012 
border              

0.012 
reunion             

17/50

-1.0


0.060 
moore               

0.028 
van                 

0.028 
die                 

0.027 
bacon               

0.026 
tony                

0.021 
gus                 

0.018 
ricci               

0.018 
hunt                

0.017 
sorvino             

0.016 
devil               

0.014 
style               

0.013 
games               

0.012 
o'neil              

0.012 
fact                

0.012 
wild                

47/50

-1.0


0.030 
series              

0.029 
origin              

0.023 
televised           

0.022 
sequel              

0.021 
hero                

0.017 
hughes              

0.016 
enjoy               

0.015 
batman              

0.014 
excess              

0.013 
imagine             

0.013 
fun                 

0.013 
2                   

0.013 
del                 

0.013 
schwarzenegger      

0.012 
toro                

5/50

-0.9


0.037 
danced              

0.030 
dance               

0.022 
mann                

0.020 
spice               

0.020 
dancer              

0.020 
compose             

0.018 
sing                

0.016 
brown               

0.016 
songs               

0.015 
bergman             

0.015 
concert             

0.014 
bone                

0.014 
stage               

0.013 
fans                

0.013 
american            

16/50

-0.8


0.045 
island              

0.044 
ship                

0.025 
plane               

0.023 
sea                 

0.021 
captain             

0.018 
deep                

0.017 
boat                

0.016 
bullock             

0.016 
crash               

0.015 
board               

0.015 
event               

0.015 
crew                

0.014 
treasure            

0.014 
passenger           

0.013 
miss                

34/50

-0.8


0.043 
money               

0.023 
car                 

0.020 
crime               

0.020 
police              

0.017 
cop                 

0.017 
criminal            

0.015 
boss                

0.014 
noir                

0.014 
carter              

0.013 
escape              

0.013 
bank                

0.011 
ransom              

0.011 
robbery             

0.011 
works               

0.010 
porter              

21/50

-0.7


0.044 
french              

0.037 
paris               

0.027 
michel              

0.023 
pierre              

0.019 
subtitles           

0.017 
stories             

0.016 
english             

0.016 
short               

0.015 
franc               

0.014 
couple              

0.013 
japanese            

0.013 
lover               

0.012 
chef                

0.012 
diary               

0.012 
jacques             

38/50

-0.7


0.045 
war                 

0.032 
soldier             

0.025 
fight               

0.021 
hero                

0.021 
govern              

0.019 
mutant              

0.018 
power               

0.017 
military            

0.015 
american            

0.013 
base                

0.013 
office              

0.012 
army                

0.012 
forced              

0.010 
unit                

0.010 
vietnam             

4/50

-0.6


0.044 
dog                 

0.026 
white               

0.021 
dogs                

0.021 
steel               

0.020 
cat                 

0.018 
red                 

0.018 
judd                

0.016 
telling             

0.015 
mystery             

0.015 
eye                 

0.014 
owner               

0.013 
hunt                

0.013 
secret              

0.012 
rape                

0.011 
citizen             

40/50

-0.6


0.089 
mr                  

0.025 
mrs                 

0.020 
cliff               

0.016 
fashion             

0.013 
design              

0.013 
restaurant          

0.013 
shine               

0.013 
wear                

0.013 
rocket              

0.013 
menace              

0.013 
model               

0.011 
homeless            

0.011 
altman              

0.010 
hotel               

0.009 
player              

3/50

-0.5


0.042 
school              

0.033 
boy                 

0.029 
parent              

0.028 
student             

0.024 
teacher             

0.024 
children            

0.020 
boys                

0.018 
youth               

0.018 
child               

0.017 
adult               

0.015 
girls               

0.015 
touch               

0.015 
kid                 

0.013 
friendship          

0.012 
heart               

6/50

-0.5


0.041 
smith               

0.028 
design              

0.024 
moon                

0.022 
hill                

0.022 
harris              

0.018 
version             

0.016 
stand               

0.014 
cell                

0.014 
oscar               

0.014 
mickey              

0.013 
art                 

0.013 
tribe               

0.013 
game                

0.012 
de                  

0.011 
narrated            

22/50

-0.4


0.023 
buddy               

0.022 
comic               

0.020 
murphy              

0.020 
laugh               

0.015 
scary               

0.014 
bit                 

0.014 
witch               

0.013 
horror              

0.013 
blair               

0.012 
physic              

0.012 
mpaa                

0.012 
rate                

0.012 
parker              

0.012 
summer              

0.011 
2                   

46/50

-0.4


0.045 
christmas           

0.042 
priest              

0.038 
church              

0.034 
doctor              

0.031 
god                 

0.031 
dr                  

0.027 
jungle              

0.021 
roth                

0.021 
santa               

0.018 
city                

0.017 
nightmare           

0.017 
catholic            

0.017 
indian              

0.014 
guns                

0.013 
religious           

12/50

-0.4


0.076 
prison              

0.034 
murder              

0.026 
collin              

0.024 
dead                

0.016 
ground              

0.015 
die                 

0.015 
criminal            

0.015 
harper              

0.014 
snipes              

0.013 
drop                

0.012 
zone                

0.012 
terrorist           

0.012 
govern              

0.012 
freeman             

0.012 
british             

32/50

-0.4


0.102 
chan                

0.029 
val                 

0.029 
kong                

0.026 
saint               

0.025 
chinese             

0.024 
kilmer              

0.021 
hong                

0.019 
sequence            

0.016 
arts                

0.014 
rush                

0.014 
martial             

0.013 
wang                

0.012 
comic               

0.012 
fight               

0.012 
nice                

28/50

-0.3


0.040 
case                

0.038 
lawyer              

0.033 
boy                 

0.026 
law                 

0.025 
trial               

0.024 
court               

0.019 
legal               

0.019 
mamet               

0.018 
courtroom           

0.017 
question            

0.017 
justice             

0.016 
engage              

0.016 
attorney            

0.014 
charge              

0.014 
rules               

44/50

-0.2


0.036 
video               

0.033 
free                

0.031 
send                

0.030 
letter              

0.029 
word                

0.029 
recommend           

0.029 
email               

0.029 
week                

0.027 
subscribe           

0.027 
subject             

0.018 
valley              

0.016 
language            

0.015 
silicon             

0.013 
older               

0.013 
unit                

2/50

-0.1


0.031 
scientist           

0.030 
alien               

0.028 
science             

0.027 
space               

0.027 
monster             

0.024 
special             

0.021 
human               

0.020 
dr                  

0.019 
earth               

0.016 
mission             

0.015 
mars                

0.015 
control             

0.014 
planet              

0.014 
contact             

0.013 
robot               

0/50

0.0


0.023 
con                 

0.023 
woody               

0.022 
walk                

0.020 
air                 

0.019 
bit                 

0.018 
trick               

0.015 
sebastian           

0.014 
stone               

0.014 
murray              

0.014 
malkovich           

0.013 
cusack              

0.012 
joke                

0.010 
flight              

0.010 
quaid               

0.010 
delight             

11/50

0.0


0.042 
de                  

0.024 
jackson             

0.023 
vegas               

0.022 
fresh               

0.019 
niro                

0.019 
mission             

0.017 
las                 

0.015 
cruise              

0.015 
ethan               

0.014 
compute             

0.014 
impossible          

0.014 
special             

0.012 
broken              

0.011 
haunt               

0.011 
guys                

31/50

0.2


0.022 
german              

0.021 
country             

0.019 
culture             

0.018 
war                 

0.018 
fox                 

0.017 
village             

0.014 
jewish              

0.014 
von                 

0.013 
remain              

0.013 
nazi                

0.012 
jude                

0.011 
italian             

0.011 
religious           

0.011 
italy               

0.010 
fiennes             

19/50

0.4


0.058 
animal              

0.038 
voice               

0.034 
disney              

0.023 
princess            

0.019 
babe                

0.018 
adult               

0.016 
age                 

0.016 
voiced              

0.012 
delight             

0.012 
origin              

0.011 
magic               

0.011 
king                

0.010 
city                

0.010 
human               

0.010 
brave               

15/50

0.6


0.066 
company             

0.020 
medic               

0.017 
room                

0.014 
quinn               

0.014 
business            

0.013 
restore             

0.013 
aunt                

0.012 
screw               

0.012 
instinct            

0.012 
control             

0.012 
corporal            

0.012 
guys                

0.011 
madeleine           

0.011 
sweet               

0.010 
fatal               

8/50

0.6


0.040 
murder              

0.028 
dr                  

0.025 
police              

0.023 
detect              

0.021 
mystery             

0.021 
suspect             

0.016 
investigate         

0.015 
victim              

0.015 
case                

0.014 
doctor              

0.014 
death               

0.013 
inspector           

0.012 
thriller            

0.011 
husband             

0.011 
crime               

14/50

0.6


0.034 
women               

0.032 
girl                

0.031 
school              

0.028 
college             

0.028 
student             

0.024 
gay                 

0.020 
girls               

0.019 
male                

0.018 
color               

0.017 
talk                

0.016 
romantic            

0.013 
lesbian             

0.013 
date                

0.013 
charm               

0.013 
group               

42/50

0.6


0.032 
party               

0.024 
davis               

0.022 
band                

0.020 
guest               

0.020 
comic               

0.016 
laugh               

0.014 
wed                 

0.014 
reiner              

0.014 
monty               

0.014 
island              

0.012 
eve                 

0.012 
honor               

0.012 
farce               

0.011 
tucci               

0.011 
rob                 

25/50

0.7


0.064 
girl                

0.040 
daughter            

0.031 
actress             

0.020 
child               

0.019 
phone               

0.018 
parent              

0.015 
bull                

0.015 
husband             

0.013 
critic              

0.012 
girls               

0.011 
car                 

0.010 
rolls               

0.010 
mason               

0.009 
6                   

0.009 
nurse               

20/50

0.7


0.027 
cowboy              

0.025 
crowe               

0.023 
west                

0.022 
wild                

0.021 
proof               

0.019 
wrestle             

0.019 
meg                 

0.018 
horse               

0.018 
ranch               

0.018 
hors                

0.016 
harris              

0.015 
lucky               

0.011 
sum                 

0.010 
depp                

0.010 
train               

48/50

0.9


0.032 
york                

0.025 
summer              

0.022 
kane                

0.022 
gibson              

0.020 
halloween           

0.020 
roberts             

0.017 
carpenter           

0.016 
indian              

0.016 
escape              

0.014 
spike               

0.014 
craven              

0.013 
wished              

0.012 
assume              

0.012 
green               

0.011 
mel                 

37/50

0.9


0.052 
king                

0.039 
park                

0.034 
professor           

0.034 
lost                

0.031 
jurassic            

0.022 
dinosaur            

0.021 
major               

0.021 
branagh             

0.018 
thompson            

0.018 
british             

0.016 
mad                 

0.015 
dr                  

0.014 
spielberg           

0.012 
brain               

0.011 
creature            

9/50

0.9


0.027 
thriller            

0.023 
agent               

0.023 
harrison            

0.020 
air                 

0.020 
ford                

0.020 
eastwood            

0.017 
killer              

0.016 
preside             

0.015 
tension             

0.015 
days                

0.013 
fbi                 

0.012 
excite              

0.012 
reeves              

0.012 
chase               

0.011 
couple              

7/50

0.9


0.013 
reflect             

0.012 
employ              

0.012 
opinion             

0.012 
meant               

0.012 
mine                

0.011 
recommend           

0.010 
language            

0.008 
award               

0.008 
full                

0.008 
nudity              

0.007 
2                   

0.007 
dialog              

0.007 
pg-13               

0.006 
laugh               

0.006 
10                  

45/50

0.9


0.043 
documentary         

0.032 
interview           

0.025 
public              

0.020 
war                 

0.019 
tv                  

0.019 
report              

0.017 
question            

0.017 
money               

0.017 
country             

0.014 
knew                

0.014 
media               

0.012 
business            

0.011 
poor                

0.011 
explain             

0.010 
answer              

41/50

1.0


0.026 
black               

0.020 
white               

0.019 
polite              

0.018 
american            

0.017 
power               

0.016 
city                

0.013 
tale                

0.013 
girl                

0.013 
neighborhood        

0.012 
promise             

0.011 
emotion             

0.011 
country             

0.011 
sonny               

0.011 
social              

0.010 
system              

33/50

1.0


0.040 
length              

0.032 
mpaa                

0.027 
aspect              

0.026 
classification      

0.025 
date                

0.018 
unit                

0.018 
ratio               

0.016 
mature              

0.015 
theatrical          

0.015 
bergman             

0.014 
nudity              

0.014 
sister              

0.014 
state               

0.012 
limit               

0.012 
1996                

24/50

1.0


0.053 
williams            

0.027 
red                 

0.025 
blade               

0.023 
seagal              

0.023 
dragon              

0.021 
van                 

0.021 
wars                

0.019 
strike              

0.019 
chen                

0.016 
blue                

0.015 
empire              

0.014 
anderson            

0.014 
quality             

0.013 
corner              

0.013 
chinese             

23/50

1.1


0.048 
killer              

0.027 
blood               

0.024 
horror              

0.021 
dead                

0.014 
dark                

0.013 
style               

0.013 
murder              

0.013 
vampire             

0.013 
fun                 

0.012 
thriller            

0.012 
romance             

0.012 
tarantino           

0.011 
dogs                

0.011 
count               

0.011 
violent             

1/50

1.2


0.024 
drug                

0.024 
stretch             

0.023 
jones               

0.023 
origin              

0.021 
black               

0.020 
speed               

0.020 
hall                

0.017 
boyle               

0.017 
bridge              

0.016 
blown               

0.015 
fair                

0.014 
agent               

0.013 
police              

0.013 
shallow             

0.013 
sit                 

27/50

1.6


0.024 
gold                

0.023 
town                

0.017 
mountain            

0.016 
road                

0.016 
radio               

0.014 
race                

0.014 
desert              

0.014 
daughter            

0.014 
gas                 

0.013 
000                 

0.012 
station             

0.012 
survive             

0.012 
lane                

0.012 
follow              

0.011 
plan                

29/50

1.7


0.145 
bond                

0.026 
connery             

0.025 
agent               

0.022 
operate             

0.022 
casino              

0.022 
dr                  

0.020 
spy                 

0.020 
secret              

0.019 
myers               

0.018 
moore               

0.017 
007                 

0.015 
evil                

0.015 
royal               

0.014 
british             

0.013 
diamond             

39/50

2.1


0.010 
motion              

0.009 
emotion             

0.007 
sequence            

0.007 
element             

0.007 
product             

0.006 
distributor         

0.006 
dialogue            

0.006 
fact                

0.006 
level               

0.006 
occasional          

0.006 
half                

0.005 
short               

0.005 
entertain           

0.005 
rare                

0.005 
they're             

18/50

2.3


0.037 
polite              

0.037 
game                

0.026 
preside             

0.025 
campaign            

0.023 
senate              

0.022 
sport               

0.021 
team                

0.018 
kennedy             

0.018 
chess               

0.016 
elect               

0.014 
american            

0.014 
coach               

0.013 
win                 

0.013 
conserve            

0.012 
nation              

26/50

2.8


0.036 
phil                

0.030 
duvall              

0.018 
corporal            

0.018 
travolta            

0.018 
hospital            

0.017 
fuller              

0.016 
spacey              

0.015 
devito              

0.014 
hostage             

0.012 
sell                

0.011 
thornton            

0.011 
company             

0.011 
case                

0.011 
account             

0.010 
salesman            

43/50

3.7


0.033 
otto                

0.032 
letter              

0.023 
sister              

0.018 
affair              

0.014 
phil                

0.013 
beatty              

0.013 
circle              

0.013 
gay                 

0.011 
street              

0.011 
secret              

0.011 
brother             

0.010 
pilot               

0.010 
german              

0.010 
version             

0.010 
believed            

13/50

50.2


0.004 
perfect             

0.004 
wonders             

0.004 
matter              

0.003 
night               

0.003 
learn               

0.003 
easy                

0.003 
nature              

0.003 
believed            

0.003 
left                

0.003 
close               

0.003 
chang               

0.003 
impress             

0.003 
works               

0.003 
bit                 

0.003 
power