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 = 0.1

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=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/lap0003200.000_topic_model_snapshot

15/50

-47.4


0.005 
found               

0.004 
i'm                 

0.004 
writer              

0.004 
case                

0.004 
head                

0.004 
lack                

0.004 
worth               

0.004 
suppose             

0.004 
learn               

0.004 
american            

0.004 
days                

0.004 
white               

0.004 
origin              

0.004 
finds               

0.003 
hand                

22/50

-1.9


0.046 
van                 

0.033 
die                 

0.028 
special             

0.021 
fiction             

0.018 
stone               

0.018 
dr                  

0.017 
wide                

0.016 
penn                

0.015 
proud               

0.012 
field               

0.012 
create              

0.011 
ways                

0.011 
dollar              

0.011 
figure              

0.011 
science             

27/50

-1.7


0.044 
murphy              

0.025 
boys                

0.025 
office              

0.023 
universe            

0.023 
general             

0.022 
bit                 

0.022 
cop                 

0.022 
counsel             

0.022 
stanford            

0.019 
simply              

0.016 
passage             

0.014 
extreme             

0.013 
screenwriter        

0.011 
squad               

0.011 
means               

20/50

-1.5


0.025 
girl                

0.023 
comic               

0.017 
monty               

0.015 
sequel              

0.014 
amused              

0.014 
full                

0.014 
evident             

0.012 
annoy               

0.012 
hills               

0.012 
entertain           

0.011 
return              

0.011 
honor               

0.010 
usual               

0.009 
previous            

0.009 
concept             

46/50

-1.1


0.030 
seagal              

0.027 
general             

0.026 
zone                

0.023 
fbi                 

0.021 
dead                

0.020 
drop                

0.018 
govern              

0.017 
sutherland          

0.017 
warner              

0.017 
ground              

0.015 
hit                 

0.015 
wanted              

0.015 
unit                

0.014 
agent               

0.014 
rise                

4/50

-1.1


0.026 
romance             

0.020 
lover               

0.019 
telling             

0.018 
apartment           

0.017 
happiness           

0.017 
childhood           

0.016 
restaurant          

0.014 
married             

0.014 
converse            

0.013 
bed                 

0.013 
affair              

0.012 
women               

0.012 
lives               

0.011 
calls               

0.009 
receive             

41/50

-1.1


0.030 
age                 

0.022 
series              

0.020 
televised           

0.018 
baby                

0.017 
10                  

0.016 
2                   

0.015 
pg                  

0.014 
origin              

0.014 
kid                 

0.014 
imagine             

0.013 
children            

0.012 
magic               

0.012 
villain             

0.012 
gave                

0.011 
parent              

26/50

-1.0


0.040 
phil                

0.034 
travolta            

0.033 
party               

0.030 
room                

0.030 
harper              

0.020 
quick               

0.020 
talk                

0.019 
band                

0.017 
keaton              

0.017 
manhattan           

0.017 
dicaprio            

0.016 
guest               

0.014 
rock                

0.014 
uncle               

0.014 
brown               

42/50

-1.0


0.037 
marriage            

0.026 
sister              

0.018 
husband             

0.018 
feels               

0.016 
emotion             

0.014 
wed                 

0.013 
affair              

0.012 
comfort             

0.011 
dinner              

0.010 
refuse              

0.010 
return              

0.010 
reiner              

0.010 
trouble             

0.010 
aunt                

0.009 
sell                

13/50

-1.0


0.020 
editor              

0.018 
runtime             

0.016 
return              

0.015 
money               

0.014 
city                

0.012 
husband             

0.012 
house               

0.011 
screenwriter        

0.011 
daughter            

0.010 
thinks              

0.010 
plans               

0.010 
station             

0.010 
attract             

0.009 
gas                 

0.009 
shot                

34/50

-0.9


0.037 
girl                

0.037 
parent              

0.026 
daughter            

0.019 
girls               

0.016 
evil                

0.016 
sebastian           

0.015 
chang               

0.014 
machine             

0.014 
boy                 

0.014 
boyfriend           

0.011 
cole                

0.011 
child               

0.011 
kid                 

0.011 
meet                

0.011 
kiss                

30/50

-0.9


0.030 
company             

0.026 
money               

0.018 
date                

0.018 
couple              

0.015 
happen              

0.014 
children            

0.014 
kit                 

0.011 
phone               

0.011 
gift                

0.011 
hear                

0.010 
mild                

0.010 
birthday            

0.010 
business            

0.009 
manipulate          

0.009 
upset               

16/50

-0.9


0.051 
mission             

0.050 
alien               

0.034 
black               

0.034 
mars                

0.022 
earth               

0.021 
space               

0.021 
de                  

0.019 
planet              

0.015 
summer              

0.014 
impossible          

0.014 
cool                

0.012 
rip                 

0.012 
6                   

0.012 
crew                

0.012 
woo                 

25/50

-0.8


0.021 
mr                  

0.020 
crime               

0.020 
money               

0.016 
criminal            

0.016 
porter              

0.014 
police              

0.014 
cop                 

0.013 
escape              

0.012 
val                 

0.012 
000                 

0.012 
hero                

0.011 
diamond             

0.011 
shoot               

0.011 
steal               

0.011 
mel                 

28/50

-0.7


0.030 
child               

0.027 
god                 

0.027 
children            

0.025 
religious           

0.024 
priest              

0.023 
teacher             

0.019 
judd                

0.018 
town                

0.017 
indian              

0.016 
boys                

0.015 
church              

0.014 
city                

0.014 
catholic            

0.014 
drink               

0.013 
song                

43/50

-0.7


0.031 
horror              

0.027 
dark                

0.027 
spice               

0.021 
tucci               

0.021 
genre               

0.021 
speed               

0.017 
stuff               

0.017 
williamson          

0.017 
blown               

0.017 
farce               

0.014 
ghost               

0.014 
driver              

0.014 
build               

0.012 
rate                

0.012 
corporal            

19/50

-0.5


0.059 
buddy               

0.034 
professor           

0.029 
vegas               

0.026 
race                

0.024 
narrated            

0.019 
las                 

0.018 
saint               

0.016 
rocky               

0.014 
russo               

0.014 
distinguish         

0.013 
forever             

0.013 
fear                

0.013 
000                 

0.011 
thompson            

0.011 
loss                

32/50

-0.3


0.030 
black               

0.025 
paradis             

0.021 
fresh               

0.020 
hate                

0.017 
power               

0.016 
message             

0.016 
neighborhood        

0.015 
road                

0.013 
response            

0.013 
history             

0.012 
hatred              

0.011 
conflict            

0.011 
community           

0.011 
south               

0.011 
freeman             

49/50

-0.1


0.027 
dead                

0.016 
black               

0.015 
grave               

0.012 
graphic             

0.012 
perfect             

0.011 
college             

0.011 
body                

0.011 
nudity              

0.011 
display             

0.011 
blood               

0.011 
murder              

0.010 
shock               

0.010 
town                

0.010 
horror              

0.010 
mature              

1/50

-0.1


0.055 
michel              

0.045 
french              

0.027 
couple              

0.022 
passion             

0.021 
paris               

0.019 
lady                

0.016 
madam               

0.016 
sea                 

0.015 
juliette            

0.015 
franc               

0.013 
loves               

0.013 
opera               

0.012 
pierre              

0.012 
future              

0.012 
miramax             

0/50

-0.1


0.043 
princess            

0.030 
english             

0.028 
war                 

0.023 
evil                

0.023 
myers               

0.019 
power               

0.019 
tale                

0.019 
mrs                 

0.018 
shine               

0.016 
england             

0.015 
japanese            

0.015 
hair                

0.014 
hughes              

0.011 
fairy               

0.011 
british             

17/50

-0.1


0.032 
video               

0.029 
recommend           

0.024 
subject             

0.023 
week                

0.023 
word                

0.022 
free                

0.019 
language            

0.018 
letter              

0.018 
email               

0.018 
subscribe           

0.018 
send                

0.016 
english             

0.015 
unit                

0.014 
theater             

0.012 
20                  

2/50

-0.0


0.030 
reflect             

0.028 
opinion             

0.027 
employ              

0.026 
meant               

0.026 
recommend           

0.026 
mine                

0.017 
award               

0.012 
full                

0.012 
poor                

0.012 
nudity              

0.011 
realist             

0.010 
parts               

0.010 
excel               

0.010 
2                   

0.009 
low                 

48/50

0.0


0.069 
dr                  

0.050 
letter              

0.047 
town                

0.039 
patient             

0.033 
doctor              

0.027 
hospital            

0.026 
lane                

0.024 
dillon              

0.023 
claim               

0.020 
trailer             

0.014 
italy               

0.012 
restore             

0.012 
church              

0.012 
marry               

0.012 
arrive              

33/50

0.1


0.033 
wrestle             

0.024 
blade               

0.022 
spacey              

0.020 
lives               

0.020 
devito              

0.017 
harris              

0.017 
duvall              

0.017 
rapid               

0.017 
thornton            

0.015 
boston              

0.015 
sea                 

0.015 
bullock             

0.015 
hart                

0.013 
grandfather         

0.013 
irish               

36/50

0.1


0.031 
country             

0.027 
war                 

0.023 
escape              

0.020 
free                

0.020 
village             

0.019 
survive             

0.018 
pleasure            

0.018 
mountain            

0.017 
german              

0.016 
mine                

0.013 
silence             

0.013 
western             

0.012 
fight               

0.012 
civil               

0.011 
spirit              

47/50

0.2


0.036 
hero                

0.023 
jones               

0.023 
sequence            

0.022 
thriller            

0.017 
art                 

0.017 
rules               

0.017 
chance              

0.015 
schwarzenegger      

0.015 
villain             

0.014 
clean               

0.013 
engage              

0.012 
device              

0.012 
fight               

0.011 
office              

0.011 
king                

40/50

0.3


0.042 
game                

0.034 
kennedy             

0.028 
sport               

0.026 
chess               

0.025 
campaign            

0.024 
team                

0.019 
polite              

0.018 
win                 

0.017 
nation              

0.015 
senate              

0.015 
search              

0.015 
documentary         

0.015 
elect               

0.014 
baseball            

0.013 
player              

37/50

0.3


0.046 
dogs                

0.035 
bites               

0.022 
true                

0.020 
romance             

0.019 
tarantino           

0.019 
sons                

0.017 
reservoir           

0.017 
lie                 

0.016 
fill                

0.016 
safe                

0.014 
slater              

0.014 
tony                

0.014 
quentin             

0.013 
beat                

0.011 
de                  

38/50

0.4


0.064 
prison              

0.035 
office              

0.029 
murder              

0.029 
collin              

0.028 
lawyer              

0.021 
british             

0.020 
govern              

0.019 
polite              

0.018 
official            

0.016 
soldier             

0.014 
death               

0.013 
ground              

0.012 
inside              

0.012 
drama               

0.011 
means               

24/50

0.4


0.044 
island              

0.029 
mr                  

0.021 
fox                 

0.020 
perfect             

0.019 
boat                

0.019 
remain              

0.018 
mrs                 

0.018 
heaven              

0.018 
stevens             

0.016 
hanks               

0.014 
miss                

0.014 
gamble              

0.013 
hopkin              

0.013 
brook               

0.013 
brother             

18/50

0.5


0.039 
interview           

0.026 
documentary         

0.020 
harris              

0.019 
classic             

0.019 
bergman             

0.018 
affair              

0.018 
woody               

0.016 
songs               

0.016 
beatty              

0.015 
fatal               

0.014 
soundtrack          

0.014 
instinct            

0.013 
talent              

0.013 
devote              

0.013 
compose             

39/50

0.5


0.047 
york                

0.030 
enjoy               

0.027 
fun                 

0.027 
boyle               

0.021 
money               

0.017 
shallow             

0.017 
choose              

0.016 
drug                

0.015 
ready               

0.015 
carpenter           

0.015 
web                 

0.015 
fashion             

0.014 
altman              

0.014 
artist              

0.012 
trainspotting       

11/50

0.5


0.128 
chan                

0.044 
kong                

0.038 
hong                

0.026 
martial             

0.022 
arts                

0.022 
tucker              

0.017 
rush                

0.015 
dragon              

0.015 
fight               

0.015 
sequence            

0.015 
tiger               

0.014 
hour                

0.014 
sum                 

0.014 
hidden              

0.014 
chinese             

23/50

0.5


0.057 
animal              

0.038 
voice               

0.032 
disney              

0.029 
park                

0.025 
king                

0.024 
creature            

0.023 
origin              

0.021 
human               

0.017 
voiced              

0.016 
land                

0.015 
lost                

0.014 
jurassic            

0.013 
dog                 

0.013 
fast                

0.013 
dinosaur            

29/50

0.6


0.040 
jackson             

0.031 
car                 

0.029 
money               

0.027 
excess              

0.024 
del                 

0.022 
toro                

0.021 
angell              

0.020 
bank                

0.020 
walken              

0.019 
los                 

0.019 
plan                

0.017 
gold                

0.016 
steal               

0.015 
police              

0.015 
truck               

10/50

0.9


0.029 
school              

0.029 
student             

0.020 
romantic            

0.018 
gay                 

0.016 
lesbian             

0.015 
trick               

0.015 
fish                

0.013 
laugh               

0.013 
satire              

0.012 
straight            

0.012 
class               

0.011 
collect             

0.011 
universe            

0.010 
caught              

0.010 
tape                

14/50

0.9


0.042 
murder              

0.033 
killer              

0.025 
detect              

0.025 
crime               

0.025 
police              

0.023 
suspect             

0.020 
mystery             

0.018 
victim              

0.016 
investigate         

0.014 
dead                

0.013 
case                

0.013 
tv                  

0.011 
body                

0.011 
catch               

0.011 
report              

12/50

1.0


0.035 
camp                

0.029 
summer              

0.027 
wars                

0.025 
hit                 

0.017 
fight               

0.017 
williams            

0.016 
strike              

0.016 
empire              

0.015 
ford                

0.015 
craven              

0.015 
leave               

0.015 
danced              

0.013 
walker              

0.012 
indian              

0.012 
sky                 

45/50

1.2


0.043 
smith               

0.030 
ethan               

0.030 
west                

0.030 
hunt                

0.026 
jude                

0.024 
promise             

0.019 
gibson              

0.017 
clerk               

0.017 
full                

0.016 
affleck             

0.016 
wall                

0.014 
opens               

0.014 
commit              

0.012 
wild                

0.012 
cowboy              

35/50

1.2


0.023 
emotion             

0.021 
human               

0.013 
event               

0.012 
struggle            

0.010 
mpaa                

0.009 
adult               

0.008 
explore             

0.008 
pure                

0.008 
situated            

0.008 
intense             

0.008 
effort              

0.008 
individual          

0.008 
difficult           

0.008 
survive             

0.007 
physic              

3/50

1.3


0.029 
crowe               

0.025 
trouble             

0.022 
proof               

0.020 
mann                

0.020 
meg                 

0.020 
case                

0.017 
eastwood            

0.016 
tapes               

0.016 
major               

0.015 
hackman             

0.015 
costner             

0.015 
pacino              

0.015 
intense             

0.013 
bits                

0.013 
husband             

31/50

1.6


0.102 
bond                

0.024 
dr                  

0.024 
connery             

0.021 
agent               

0.017 
joke                

0.017 
secret              

0.014 
operate             

0.013 
chase               

0.013 
moore               

0.013 
intern              

0.013 
series              

0.011 
key                 

0.011 
replied             

0.010 
names               

0.010 
british             

7/50

1.6


0.028 
chen                

0.028 
chinese             

0.023 
blue                

0.022 
chef                

0.021 
red                 

0.019 
wang                

0.018 
drink               

0.018 
valentin            

0.017 
color               

0.017 
kieslowski          

0.017 
eat                 

0.017 
food                

0.015 
cliff               

0.015 
tradition           

0.015 
cook                

8/50

1.7


0.054 
art                 

0.038 
artist              

0.032 
paint               

0.029 
model               

0.027 
cinema              

0.020 
design              

0.018 
society             

0.018 
liz                 

0.017 
naked               

0.017 
mickey              

0.017 
masterpiece         

0.017 
spanish             

0.015 
spain               

0.014 
cafe                

0.012 
breast              

21/50

1.7


0.020 
motion              

0.017 
distributor         

0.016 
length              

0.014 
aspect              

0.013 
mpaa                

0.012 
element             

0.011 
title               

0.011 
present             

0.010 
product             

0.009 
date                

0.009 
state               

0.009 
occasional          

0.008 
opportunism         

0.008 
classification      

0.008 
maker               

44/50

1.9


0.048 
hollywood           

0.034 
dog                 

0.027 
stories             

0.026 
slater              

0.022 
media               

0.019 
davis               

0.019 
news                

0.018 
report              

0.018 
polite              

0.016 
public              

0.016 
explain             

0.015 
assume              

0.011 
entertain           

0.010 
moved               

0.010 
pays                

6/50

2.1


0.020 
laugh               

0.017 
sweet               

0.015 
women               

0.014 
color               

0.014 
language            

0.012 
husband             

0.011 
dress               

0.010 
physic              

0.010 
advice              

0.010 
comedic             

0.010 
pg-13               

0.009 
dialog              

0.009 
office              

0.009 
date                

0.008 
order               

5/50

2.4


0.038 
house               

0.035 
stretch             

0.026 
honey               

0.026 
hall                

0.023 
drug                

0.020 
party               

0.018 
rock                

0.018 
hit                 

0.017 
roth                

0.017 
scream              

0.013 
social              

0.013 
happen              

0.013 
govern              

0.013 
precise             

0.012 
beach               

9/50

46.8


0.005 
american            

0.005 
wonders             

0.005 
question            

0.004 
power               

0.004 
works               

0.004 
chang               

0.004 
matter              

0.004 
nature              

0.004 
camera              

0.003 
lead                

0.003 
easy                

0.003 
number              

0.003 
meet                

0.003 
close               

0.003 
learn