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 = 25.0

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=025-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=1/2/lap0001700.000_topic_model_snapshot

19/25

-65.5


0.002 
suppose             

0.002 
left                

0.002 
found               

0.002 
money               

0.002 
couple              

0.002 
night               

0.002 
daughter            

0.002 
brother             

0.002 
head                

0.002 
house               

0.002 
talk                

0.002 
girl                

0.002 
learn               

0.002 
question            

0.002 
hollywood           

16/25

-6.9


0.031 
french              

0.020 
artist              

0.019 
paris               

0.018 
lover               

0.017 
art                 

0.012 
de                  

0.012 
franc               

0.011 
affair              

0.011 
husband             

0.010 
english             

0.010 
paint               

0.009 
pierre              

0.009 
le                  

0.009 
subtitles           

0.009 
women               

2/25

-1.6


0.056 
chan                

0.030 
free                

0.030 
video               

0.030 
letter              

0.026 
week                

0.025 
email               

0.025 
subscribe           

0.025 
recommend           

0.024 
subject             

0.024 
send                

0.024 
word                

0.017 
valley              

0.016 
kong                

0.015 
silicon             

0.014 
unit                

24/25

-1.3


0.027 
polite              

0.022 
preside             

0.019 
moore               

0.018 
american            

0.014 
public              

0.013 
de                  

0.011 
kane                

0.011 
campaign            

0.010 
america             

0.010 
collin              

0.010 
senate              

0.010 
war                 

0.010 
elect               

0.010 
news                

0.010 
satire              

13/25

-0.8


0.029 
romantic            

0.020 
wed                 

0.017 
woody               

0.016 
romance             

0.014 
husband             

0.010 
married             

0.010 
nice                

0.010 
women               

0.009 
altman              

0.009 
marriage            

0.009 
mrs                 

0.009 
parker              

0.008 
julianne            

0.008 
night               

0.008 
meet                

7/25

-0.5


0.037 
town                

0.016 
indian              

0.014 
brother             

0.013 
western             

0.012 
west                

0.012 
wild                

0.012 
mountain            

0.011 
cowboy              

0.010 
jude                

0.010 
travel              

0.010 
local               

0.010 
gold                

0.009 
land                

0.009 
horse               

0.008 
white               

21/25

-0.2


0.019 
money               

0.016 
crime               

0.015 
drug                

0.012 
boss                

0.010 
gang                

0.010 
car                 

0.010 
city                

0.010 
cop                 

0.009 
noir                

0.009 
gangster            

0.008 
tarantino           

0.008 
criminal            

0.008 
cops                

0.008 
police              

0.007 
drugs               

11/25

0.3


0.049 
game                

0.023 
team                

0.020 
basketball          

0.019 
rock                

0.019 
band                

0.018 
coach               

0.018 
player              

0.018 
sport               

0.015 
dance               

0.015 
dancer              

0.013 
documentary         

0.012 
group               

0.011 
baseball            

0.011 
songs               

0.011 
football            

17/25

0.4


0.048 
animal              

0.033 
disney              

0.021 
dog                 

0.020 
voice               

0.016 
children            

0.012 
adult               

0.011 
origin              

0.011 
voiced              

0.010 
age                 

0.010 
cartoon             

0.009 
parent              

0.009 
adventure           

0.009 
dogs                

0.009 
human               

0.008 
beast               

8/25

0.7


0.022 
black               

0.022 
case                

0.021 
murder              

0.021 
prison              

0.020 
lawyer              

0.018 
trial               

0.016 
white               

0.013 
law                 

0.012 
duvall              

0.011 
court               

0.011 
crime               

0.011 
judge               

0.010 
washington          

0.010 
attorney            

0.010 
justice             

22/25

1.0


0.033 
killer              

0.025 
horror              

0.023 
thriller            

0.023 
murder              

0.017 
serial              

0.015 
dead                

0.014 
mystery             

0.013 
dark                

0.012 
scream              

0.009 
blood               

0.009 
detect              

0.009 
death               

0.009 
vampire             

0.009 
victim              

0.009 
gore                

4/25

1.5


0.025 
branagh             

0.025 
shakespeare         

0.023 
christmas           

0.019 
version             

0.017 
depp                

0.017 
batman              

0.016 
juliet              

0.015 
santa               

0.014 
fonda               

0.014 
dicaprio            

0.014 
romeo               

0.013 
pacino              

0.013 
burton              

0.012 
wood                

0.012 
hamlet              

10/25

1.7


0.027 
alien               

0.020 
space               

0.020 
dr                  

0.017 
science             

0.016 
earth               

0.015 
special             

0.015 
human               

0.014 
monster             

0.013 
scientist           

0.012 
ship                

0.011 
trek                

0.011 
crew                

0.010 
planet              

0.010 
wars                

0.010 
fiction             

15/25

2.1


0.030 
bond                

0.019 
agent               

0.013 
chase               

0.013 
sequence            

0.009 
hero                

0.008 
thriller            

0.007 
secret              

0.007 
die                 

0.007 
mission             

0.007 
plane               

0.007 
guys                

0.007 
seagal              

0.007 
connery             

0.007 
car                 

0.007 
villain             

12/25

2.1


0.035 
king                

0.029 
mel                 

0.021 
gibson              

0.021 
hopkin              

0.018 
van                 

0.017 
kieslowski          

0.016 
queen               

0.016 
fiennes             

0.015 
schindler           

0.013 
spielberg           

0.010 
slave               

0.010 
blue                

0.010 
rob                 

0.010 
sir                 

0.010 
red                 

20/25

3.0


0.026 
laugh               

0.020 
comic               

0.013 
murphy              

0.013 
williams            

0.012 
smith               

0.012 
jokes               

0.012 
series              

0.011 
parody              

0.010 
carrey              

0.010 
gags                

0.010 
murray              

0.009 
satire              

0.009 
fun                 

0.009 
origin              

0.008 
brook               

5/25

3.2


0.011 
mpaa                

0.011 
rate                

0.008 
bit                 

0.008 
adult               

0.007 
general             

0.007 
simply              

0.007 
narrated            

0.007 
fact                

0.007 
plenty              

0.006 
situated            

0.006 
create              

0.005 
half                

0.005 
universe            

0.005 
finds               

0.005 
sequence            

14/25

3.6


0.013 
language            

0.009 
laugh               

0.009 
pg-13               

0.008 
nudity              

0.007 
writer              

0.007 
older               

0.006 
full                

0.006 
age                 

0.006 
televised           

0.006 
you're              

0.006 
large               

0.005 
asks                

0.005 
i'm                 

0.005 
parts               

0.005 
sweet               

3/25

3.9


0.018 
police              

0.018 
murder              

0.012 
dr                  

0.011 
editor              

0.010 
runtime             

0.008 
house               

0.008 
screenwriter        

0.007 
detect              

0.007 
husband             

0.007 
mrs                 

0.007 
killer              

0.007 
room                

0.007 
death               

0.007 
suspect             

0.007 
telling             

1/25

4.0


0.020 
mine                

0.020 
reflect             

0.019 
opinion             

0.019 
meant               

0.019 
employ              

0.016 
recommend           

0.010 
award               

0.009 
nudity              

0.009 
full                

0.007 
1996                

0.007 
favorite            

0.006 
language            

0.006 
dialog              

0.006 
age                 

0.006 
1997                

23/25

4.2


0.062 
school              

0.043 
girls               

0.035 
student             

0.022 
teacher             

0.020 
boys                

0.020 
girl                

0.018 
college             

0.016 
gay                 

0.013 
parent              

0.011 
teen                

0.010 
class               

0.009 
group               

0.009 
boy                 

0.008 
sister              

0.008 
lives               

0/25

4.6


0.072 
war                 

0.031 
soldier             

0.022 
battle              

0.017 
german              

0.016 
army                

0.015 
captain             

0.015 
military            

0.014 
command             

0.014 
american            

0.013 
general             

0.013 
fight               

0.012 
russian             

0.011 
colonel             

0.011 
office              

0.010 
attack              

6/25

7.8


0.014 
church              

0.013 
country             

0.013 
polite              

0.012 
god                 

0.010 
priest              

0.009 
power               

0.008 
religious           

0.008 
village             

0.008 
child               

0.007 
culture             

0.007 
children            

0.007 
jewish              

0.007 
present             

0.007 
jews                

0.007 
von                 

18/25

8.5


0.012 
motion              

0.011 
distributor         

0.008 
length              

0.008 
aspect              

0.007 
element             

0.007 
present             

0.007 
mpaa                

0.005 
level               

0.005 
occasional          

0.005 
fact                

0.005 
they're             

0.005 
classification      

0.005 
maker               

0.005 
product             

0.005 
date                

9/25

56.6


0.002 
question            

0.002 
perfect             

0.002 
heart               

0.002 
nature              

0.002 
lives               

0.002 
works               

0.002 
chang               

0.002 
night               

0.002 
emotion             

0.002 
house               

0.002 
daughter            

0.002 
power               

0.002 
learn               

0.002 
talk                

0.002 
girl