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 = 1.0

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=1.000-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=1/1/lap0000700.000_topic_model_snapshot

1/50

-66.1


0.003 
suppose             

0.003 
head                

0.002 
left                

0.002 
found               

0.002 
dead                

0.002 
manage              

0.002 
thought             

0.002 
hand                

0.002 
recent              

0.002 
figure              

0.002 
money               

0.002 
night               

0.002 
lead                

0.002 
worth               

0.002 
fall                

5/50

-3.8


0.057 
french              

0.035 
paris               

0.023 
lover               

0.022 
affair              

0.020 
franc               

0.019 
de                  

0.019 
english             

0.017 
subtitles           

0.016 
michel              

0.015 
pierre              

0.012 
husband             

0.012 
jacques             

0.011 
romantic            

0.011 
apartment           

0.010 
romance             

15/50

-3.7


0.016 
language            

0.011 
pg-13               

0.011 
nudity              

0.010 
laugh               

0.009 
older               

0.009 
women               

0.008 
writer              

0.008 
televised           

0.008 
asks                

0.007 
order               

0.007 
fast                

0.007 
comedic             

0.007 
you're              

0.007 
large               

0.006 
lines               

45/50

-3.7


0.009 
editor              

0.008 
runtime             

0.008 
telling             

0.007 
return              

0.006 
house               

0.006 
screenwriter        

0.006 
married             

0.006 
husband             

0.006 
thinks              

0.006 
money               

0.006 
attract             

0.005 
learn               

0.005 
taking              

0.005 
told                

0.005 
sees                

32/50

-3.5


0.079 
documentary         

0.037 
interview           

0.019 
subject             

0.017 
girls               

0.015 
footage             

0.015 
moore               

0.014 
camera              

0.014 
black               

0.012 
question            

0.011 
worker              

0.009 
view                

0.009 
history             

0.009 
images              

0.009 
white               

0.009 
fascinate           

31/50

-3.2


0.060 
god                 

0.054 
church              

0.039 
priest              

0.030 
religious           

0.027 
von                 

0.026 
catholic            

0.023 
religion            

0.019 
duvall              

0.018 
sonny               

0.016 
quinn               

0.016 
break               

0.014 
miracle             

0.013 
belief              

0.013 
believed            

0.011 
pray                

2/50

-2.6


0.069 
animal              

0.049 
disney              

0.029 
voice               

0.020 
king                

0.016 
children            

0.016 
princess            

0.016 
voiced              

0.015 
giant               

0.014 
adult               

0.014 
beast               

0.013 
cartoon             

0.012 
lion                

0.011 
magic               

0.010 
human               

0.010 
songs               

39/50

-2.5


0.037 
laugh               

0.018 
comic               

0.017 
murphy              

0.016 
gags                

0.015 
murray              

0.014 
carrey              

0.014 
jokes               

0.012 
series              

0.011 
joke                

0.010 
williams            

0.010 
hilarious           

0.010 
satire              

0.009 
parts               

0.009 
parody              

0.008 
amused              

38/50

-2.5


0.043 
woody               

0.035 
band                

0.031 
rock                

0.027 
sing                

0.024 
singer              

0.024 
songs               

0.019 
group               

0.018 
song                

0.016 
concert             

0.014 
record              

0.013 
stage               

0.013 
number              

0.012 
member              

0.010 
opera               

0.010 
dance               

10/50

-2.4


0.046 
batman              

0.044 
schwarzenegger      

0.029 
city                

0.024 
york                

0.023 
crow                

0.020 
hero                

0.018 
dark                

0.018 
gray                

0.018 
2                   

0.017 
shadow              

0.015 
series              

0.015 
die                 

0.014 
burton              

0.014 
alec                

0.013 
baldwin             

13/50

-2.3


0.032 
prison              

0.028 
lawyer              

0.026 
case                

0.026 
trial               

0.018 
judge               

0.017 
murder              

0.017 
law                 

0.014 
court               

0.014 
attorney            

0.013 
crime               

0.013 
justice             

0.012 
client              

0.011 
death               

0.010 
drama               

0.010 
firm                

8/50

-2.0


0.028 
king                

0.025 
shakespeare         

0.022 
branagh             

0.017 
version             

0.015 
costume             

0.014 
queen               

0.013 
juliet              

0.013 
century             

0.012 
adapt               

0.012 
romeo               

0.011 
lady                

0.011 
product             

0.009 
hamlet              

0.009 
sir                 

0.009 
england             

43/50

-1.7


0.096 
mr                  

0.076 
mrs                 

0.051 
christmas           

0.041 
eve                 

0.028 
santa               

0.023 
hughes              

0.019 
roth                

0.018 
holiday             

0.016 
claus               

0.015 
williams            

0.014 
harper              

0.013 
silver              

0.013 
holland             

0.013 
street              

0.013 
store               

46/50

-1.6


0.097 
school              

0.055 
student             

0.046 
girls               

0.036 
teacher             

0.029 
girl                

0.029 
boys                

0.026 
college             

0.019 
teen                

0.018 
class               

0.016 
parent              

0.013 
kid                 

0.011 
teach               

0.010 
professor           

0.009 
learn               

0.009 
lives               

12/50

-1.2


0.020 
agent               

0.017 
thriller            

0.014 
car                 

0.014 
chase               

0.013 
cop                 

0.011 
police              

0.011 
speed               

0.010 
fbi                 

0.010 
prison              

0.010 
tension             

0.009 
train               

0.009 
air                 

0.009 
conspiracy          

0.008 
ford                

0.008 
gun                 

41/50

-1.2


0.048 
smith               

0.032 
brook               

0.022 
mamet               

0.021 
crowe               

0.018 
news                

0.018 
travolta            

0.017 
hoffman             

0.017 
public              

0.016 
wild                

0.015 
network             

0.015 
reynolds            

0.014 
clerk               

0.013 
spacey              

0.013 
mickey              

0.012 
chase               

37/50

-1.1


0.024 
trek                

0.017 
power               

0.016 
special             

0.015 
hero                

0.014 
angell              

0.013 
stewart             

0.013 
rob                 

0.012 
adventure           

0.012 
villain             

0.012 
battle              

0.012 
generate            

0.011 
twister             

0.010 
comic               

0.010 
paxton              

0.009 
evil                

17/50

-0.8


0.045 
island              

0.031 
ship                

0.023 
titan               

0.022 
plane               

0.022 
crash               

0.020 
boat                

0.018 
fonda               

0.016 
beach               

0.015 
fish                

0.015 
sea                 

0.014 
otto                

0.012 
death               

0.012 
water               

0.012 
captain             

0.011 
willy               

21/50

-0.5


0.038 
children            

0.037 
parent              

0.034 
child               

0.032 
sister              

0.023 
house               

0.022 
baby                

0.022 
brother             

0.021 
boy                 

0.020 
daughter            

0.014 
emotion             

0.011 
mom                 

0.011 
dad                 

0.010 
adult               

0.010 
older               

0.010 
childhood           

16/50

-0.1


0.024 
war                 

0.023 
german              

0.022 
hopkin              

0.022 
nazi                

0.018 
jews                

0.018 
camp                

0.018 
pitt                

0.017 
jewish              

0.016 
collin              

0.016 
holocaust           

0.015 
nazis               

0.015 
kane                

0.015 
group               

0.014 
germany             

0.013 
polite              

23/50

0.0


0.055 
artist              

0.042 
art                 

0.035 
parker              

0.024 
paint               

0.021 
poet                

0.017 
book                

0.016 
night               

0.016 
publish             

0.016 
writer              

0.015 
write               

0.014 
poetry              

0.014 
read                

0.013 
tucci               

0.012 
italian             

0.012 
food                

34/50

0.2


0.037 
eastwood            

0.031 
kilmer              

0.028 
val                 

0.027 
hank                

0.026 
cusack              

0.026 
power               

0.026 
ricci               

0.024 
depp                

0.018 
myers               

0.018 
evil                

0.018 
bacon               

0.017 
hollow              

0.016 
gross               

0.015 
sebastian           

0.013 
donovan             

33/50

0.3


0.029 
country             

0.020 
english             

0.019 
polite              

0.019 
village             

0.017 
american            

0.016 
subtitles           

0.015 
japanese            

0.014 
chinese             

0.012 
culture             

0.011 
city                

0.011 
communist           

0.011 
women               

0.010 
china               

0.010 
govern              

0.010 
war                 

14/50

0.4


0.040 
horror              

0.020 
blood               

0.019 
dead                

0.019 
scream              

0.017 
vampire             

0.014 
gore                

0.013 
murder              

0.012 
carpenter           

0.012 
genre               

0.011 
halloween           

0.011 
thriller            

0.011 
witch               

0.011 
scary               

0.011 
williamson          

0.011 
2                   

0/50

0.5


0.053 
dr                  

0.047 
doctor              

0.036 
mel                 

0.033 
patient             

0.026 
gibson              

0.021 
hospital            

0.018 
night               

0.018 
women               

0.016 
medic               

0.015 
downey              

0.014 
graham              

0.014 
hunt                

0.013 
phil                

0.012 
room                

0.011 
ill                 

30/50

0.5


0.060 
drug                

0.038 
black               

0.029 
drugs               

0.027 
white               

0.021 
addict              

0.020 
leary               

0.017 
jackson             

0.017 
moore               

0.016 
dealer              

0.015 
anderson            

0.014 
night               

0.014 
heroin              

0.013 
neighborhood        

0.013 
denis               

0.012 
ice                 

49/50

0.6


0.048 
alien               

0.043 
space               

0.027 
earth               

0.027 
science             

0.022 
planet              

0.018 
fiction             

0.018 
wars                

0.017 
crew                

0.016 
special             

0.015 
mars                

0.014 
mission             

0.014 
human               

0.012 
contact             

0.009 
attack              

0.008 
event               

47/50

0.7


0.024 
indian              

0.022 
brother             

0.020 
town                

0.020 
horse               

0.020 
gold                

0.019 
western             

0.018 
west                

0.018 
wild                

0.017 
cowboy              

0.012 
mexican             

0.012 
legend              

0.011 
white               

0.011 
ride                

0.011 
ranch               

0.011 
america             

7/50

0.8


0.078 
war                 

0.036 
soldier             

0.027 
battle              

0.020 
army                

0.018 
military            

0.017 
command             

0.017 
captain             

0.016 
german              

0.014 
fight               

0.014 
general             

0.014 
russian             

0.013 
colonel             

0.013 
major               

0.012 
american            

0.011 
office              

29/50

0.9


0.033 
age                 

0.027 
dog                 

0.026 
origin              

0.022 
animal              

0.018 
gave                

0.016 
dogs                

0.016 
series              

0.013 
disney              

0.013 
thought             

0.012 
pg                  

0.011 
ages                

0.011 
cat                 

0.011 
adult               

0.011 
human               

0.010 
kid                 

9/50

1.1


0.056 
preside             

0.044 
washington          

0.035 
polite              

0.021 
senate              

0.020 
campaign            

0.017 
elect               

0.017 
denzel              

0.017 
north               

0.015 
hanks               

0.013 
kennedy             

0.013 
candid              

0.013 
white               

0.011 
american            

0.010 
governor            

0.010 
gump                

11/50

1.5


0.035 
jude                

0.027 
altman              

0.022 
piano               

0.022 
tony                

0.021 
moon                

0.021 
hunter              

0.021 
monty               

0.020 
farm                

0.020 
summer              

0.017 
babe                

0.017 
marriage            

0.015 
winter              

0.014 
short               

0.014 
cuts                

0.014 
daughter            

44/50

1.7


0.112 
bond                

0.030 
connery             

0.029 
agent               

0.026 
moore               

0.023 
sequence            

0.020 
007                 

0.020 
mission             

0.019 
spy                 

0.019 
secret              

0.016 
seagal              

0.014 
saint               

0.013 
impossible          

0.013 
russian             

0.012 
brosnan             

0.012 
operate             

48/50

1.7


0.122 
chan                

0.040 
fight               

0.039 
kong                

0.030 
hong                

0.029 
fraser              

0.020 
elliot              

0.018 
club                

0.017 
martial             

0.016 
sequence            

0.015 
arts                

0.015 
chinese             

0.012 
police              

0.012 
king                

0.012 
tucker              

0.012 
brendan             

6/50

2.0


0.014 
present             

0.013 
motion              

0.011 
emotion             

0.008 
element             

0.008 
distributor         

0.007 
human               

0.006 
portray             

0.006 
power               

0.006 
difficult           

0.006 
occasional          

0.006 
explore             

0.005 
tale                

0.005 
perspective         

0.005 
issued              

0.005 
experience          

20/50

2.1


0.029 
money               

0.017 
crime               

0.016 
boss                

0.015 
car                 

0.015 
gang                

0.015 
noir                

0.012 
criminal            

0.011 
tarantino           

0.011 
gangster            

0.010 
bank                

0.010 
gun                 

0.010 
robbery             

0.009 
police              

0.008 
quentin             

0.008 
violent             

27/50

2.1


0.087 
game                

0.038 
team                

0.035 
basketball          

0.030 
player              

0.028 
coach               

0.027 
sport               

0.023 
dance               

0.019 
football            

0.018 
baseball            

0.016 
danced              

0.013 
win                 

0.013 
chess               

0.012 
athlete             

0.012 
sequence            

0.011 
air                 

28/50

2.2


0.051 
romantic            

0.035 
romance             

0.031 
wed                 

0.014 
kiss                

0.013 
chemistry           

0.012 
perfect             

0.012 
married             

0.010 
couple              

0.010 
paltrow             

0.010 
husband             

0.010 
meet                

0.010 
lover               

0.009 
roberts             

0.009 
bullock             

0.009 
attract             

24/50

2.3


0.046 
gay                 

0.022 
women               

0.020 
sister              

0.019 
romantic            

0.017 
lesbian             

0.015 
art                 

0.014 
goldberg            

0.013 
cinema              

0.012 
male                

0.012 
brother             

0.010 
mia                 

0.010 
talk                

0.010 
boyle               

0.009 
roommate            

0.009 
female              

26/50

2.3


0.047 
stone               

0.041 
vegas               

0.040 
city                

0.031 
de                  

0.029 
lost                

0.028 
las                 

0.023 
scorsese            

0.020 
niro                

0.018 
del                 

0.018 
carter              

0.018 
casino              

0.017 
lynch               

0.014 
cage                

0.013 
toro                

0.013 
stallone            

4/50

2.7


0.096 
town                

0.024 
penn                

0.021 
local               

0.020 
irish               

0.016 
black               

0.016 
ned                 

0.014 
community           

0.013 
sheriff             

0.013 
mystery             

0.012 
secret              

0.011 
doyle               

0.011 
widow               

0.010 
fish                

0.010 
ireland             

0.010 
peak                

35/50

2.8


0.012 
distributor         

0.012 
motion              

0.010 
element             

0.009 
enjoy               

0.009 
entertain           

0.009 
they're             

0.008 
origin              

0.008 
fact                

0.007 
product             

0.007 
level               

0.006 
dialogue            

0.006 
occasional          

0.006 
sequence            

0.005 
obvious             

0.005 
effort              

3/50

2.9


0.059 
dr                  

0.044 
professor           

0.028 
monster             

0.025 
scientist           

0.017 
creature            

0.015 
human               

0.015 
frankenstein        

0.013 
science             

0.012 
invisible           

0.010 
attack              

0.009 
secret              

0.009 
create              

0.009 
scientific          

0.009 
evil                

0.009 
question            

25/50

3.9


0.084 
van                 

0.056 
blue                

0.044 
kieslowski          

0.038 
spielberg           

0.036 
park                

0.029 
schindler           

0.026 
krzysztof           

0.025 
jurassic            

0.022 
white               

0.018 
african             

0.017 
list                

0.017 
red                 

0.016 
dress               

0.016 
fiennes             

0.016 
africa              

36/50

4.3


0.056 
mpaa                

0.045 
length              

0.041 
classification      

0.035 
aspect              

0.033 
theatrical          

0.030 
ratio               

0.027 
date                

0.026 
unit                

0.022 
state               

0.021 
mature              

0.020 
distributor         

0.020 
limit               

0.018 
wide                

0.017 
85                  

0.016 
nudity              

42/50

4.6


0.024 
mine                

0.023 
reflect             

0.022 
opinion             

0.022 
employ              

0.022 
meant               

0.018 
recommend           

0.010 
award               

0.010 
nudity              

0.009 
full                

0.008 
favorite            

0.008 
1996                

0.007 
dialog              

0.007 
excel               

0.007 
rate                

0.007 
1997                

22/50

4.7


0.044 
murder              

0.032 
killer              

0.030 
police              

0.022 
detect              

0.015 
thriller            

0.015 
investigate         

0.014 
crime               

0.014 
suspect             

0.014 
mystery             

0.013 
death               

0.012 
serial              

0.011 
case                

0.009 
inspector           

0.009 
victim              

0.008 
dark                

19/50

4.8


0.011 
rate                

0.010 
mpaa                

0.008 
adult               

0.007 
general             

0.007 
fact                

0.007 
simply              

0.007 
bit                 

0.006 
situated            

0.006 
plenty              

0.006 
narrated            

0.006 
create              

0.006 
universe            

0.005 
half                

0.005 
finds               

0.005 
provide             

18/50

5.4


0.043 
letter              

0.039 
free                

0.038 
video               

0.034 
word                

0.034 
week                

0.032 
send                

0.032 
subject             

0.031 
email               

0.030 
subscribe           

0.029 
recommend           

0.022 
valley              

0.021 
unit                

0.020 
silicon             

0.020 
state               

0.018 
nationwide          

40/50

60.8


0.002 
perfect             

0.002 
heart               

0.002 
wonders             

0.002 
recent              

0.002 
chang               

0.002 
works               

0.002 
head                

0.002 
lead                

0.002 
easy                

0.002 
figure              

0.002 
left                

0.002 
question            

0.002 
lives               

0.002 
miss                

0.002 
manage