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 = 25.0

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=025-alpha=0.0100-tau=0.0100-lambda_w=0.001-c_svm=100.0-init_name=rand_smooth_background-alg_name=med_lda_gibbs_sampler-n_batches=1/1/lap0000600.000_topic_model_snapshot

20/25

-91.9


0.002 
sequence            

0.002 
suppose             

0.002 
head                

0.002 
dead                

0.002 
night               

0.002 
daughter            

0.002 
manage              

0.002 
lead                

0.002 
left                

0.002 
money               

0.002 
realize             

0.002 
hollywood           

0.002 
hand                

0.002 
lost                

0.002 
death               

12/25

-17.8


0.014 
bit                 

0.014 
general             

0.013 
comic               

0.012 
emotion             

0.012 
simply              

0.011 
rate                

0.011 
struggle            

0.010 
mpaa                

0.010 
universe            

0.010 
focus               

0.009 
murphy              

0.009 
fact                

0.009 
plenty              

0.009 
counsel             

0.009 
stanford            

15/25

-12.9


0.027 
park                

0.025 
science             

0.025 
alien               

0.022 
monster             

0.021 
human               

0.021 
dr                  

0.020 
scientist           

0.019 
special             

0.019 
mutant              

0.018 
jurassic            

0.015 
space               

0.014 
creature            

0.013 
summer              

0.011 
mission             

0.011 
dinosaur            

4/25

-12.2


0.041 
polite              

0.025 
king                

0.023 
lawyer              

0.020 
case                

0.020 
campaign            

0.018 
senate              

0.018 
preside             

0.016 
boy                 

0.016 
kennedy             

0.014 
mamet               

0.013 
mad                 

0.012 
seagal              

0.011 
law                 

0.011 
dead                

0.010 
trial               

10/25

-10.5


0.017 
opinion             

0.016 
meant               

0.016 
reflect             

0.016 
mine                

0.015 
recommend           

0.015 
employ              

0.011 
full                

0.010 
nudity              

0.010 
language            

0.009 
age                 

0.008 
sweet               

0.008 
2                   

0.008 
award               

0.008 
dialog              

0.008 
parts               

19/25

-10.1


0.023 
gold                

0.022 
smith               

0.019 
village             

0.018 
mountain            

0.017 
town                

0.015 
vegas               

0.015 
white               

0.014 
hunt                

0.013 
las                 

0.013 
indian              

0.012 
lane                

0.010 
build               

0.010 
doc                 

0.009 
tribe               

0.009 
diamond             

5/25

-8.4


0.030 
money               

0.021 
car                 

0.019 
cop                 

0.016 
crime               

0.016 
police              

0.013 
criminal            

0.013 
carter              

0.013 
noir                

0.012 
boss                

0.011 
porter              

0.010 
kidnap              

0.010 
cops                

0.010 
gun                 

0.010 
mob                 

0.008 
ransom              

24/25

-6.6


0.034 
women               

0.030 
girl                

0.025 
school              

0.022 
student             

0.022 
girls               

0.019 
gay                 

0.017 
talk                

0.014 
male                

0.013 
romantic            

0.013 
date                

0.012 
thinks              

0.011 
college             

0.011 
meet                

0.010 
sister              

0.009 
female              

3/25

-6.6


0.019 
chinese             

0.019 
child               

0.018 
daughter            

0.016 
red                 

0.013 
present             

0.013 
parent              

0.012 
blue                

0.012 
chef                

0.012 
girl                

0.010 
sum                 

0.009 
cowboy              

0.009 
china               

0.008 
fish                

0.008 
kong                

0.008 
emotion             

13/25

-6.3


0.049 
war                 

0.022 
office              

0.022 
soldier             

0.022 
american            

0.020 
fight               

0.016 
hero                

0.015 
country             

0.014 
general             

0.012 
van                 

0.012 
major               

0.011 
govern              

0.011 
military            

0.011 
forced              

0.009 
force               

0.009 
army                

18/25

-6.2


0.021 
lover               

0.021 
romance             

0.017 
otto                

0.017 
attract             

0.017 
french              

0.016 
paris               

0.014 
married             

0.013 
apartment           

0.013 
meet                

0.012 
couple              

0.011 
michel              

0.011 
artist              

0.011 
pierre              

0.010 
marriage            

0.010 
affair              

6/25

1.4


0.042 
murder              

0.032 
dr                  

0.021 
doctor              

0.019 
suspect             

0.017 
detect              

0.016 
mystery             

0.016 
police              

0.015 
investigate         

0.012 
letter              

0.012 
editor              

0.012 
inspector           

0.012 
room                

0.011 
chan                

0.011 
case                

0.011 
question            

11/25

2.7


0.025 
origin              

0.020 
televised           

0.019 
laugh               

0.015 
drug                

0.013 
series              

0.013 
buddy               

0.013 
sequel              

0.011 
jokes               

0.011 
stretch             

0.010 
hit                 

0.010 
slapstick           

0.010 
comic               

0.009 
fun                 

0.009 
judd                

0.009 
2                   

14/25

3.4


0.023 
prison              

0.019 
power               

0.018 
black               

0.016 
church              

0.014 
collin              

0.013 
murder              

0.013 
roth                

0.012 
priest              

0.011 
irish               

0.011 
sonny               

0.011 
paradis             

0.011 
haunt               

0.010 
white               

0.010 
de                  

0.010 
neighborhood        

0/25

3.7


0.042 
killer              

0.025 
horror              

0.015 
crime               

0.015 
halloween           

0.014 
kane                

0.014 
branagh             

0.013 
genre               

0.012 
vampire             

0.012 
carpenter           

0.012 
escape              

0.012 
serial              

0.012 
spike               

0.012 
death               

0.011 
murder              

0.011 
blade               

17/25

3.9


0.041 
company             

0.018 
party               

0.017 
model               

0.017 
gibson              

0.015 
room                

0.015 
keaton              

0.015 
phil                

0.014 
travolta            

0.013 
talk                

0.013 
office              

0.013 
hospital            

0.013 
business            

0.012 
corporal            

0.012 
fashion             

0.012 
wear                

8/25

13.9


0.033 
chan                

0.026 
free                

0.026 
video               

0.021 
word                

0.020 
send                

0.018 
recommend           

0.018 
email               

0.018 
week                

0.017 
subject             

0.017 
subscribe           

0.017 
letter              

0.015 
language            

0.012 
pg-13               

0.012 
unit                

0.011 
women               

7/25

14.3


0.019 
motion              

0.015 
distributor         

0.014 
length              

0.011 
aspect              

0.010 
mpaa                

0.010 
occasional          

0.010 
present             

0.010 
element             

0.009 
product             

0.008 
classification      

0.008 
they're             

0.008 
american            

0.008 
unit                

0.007 
state               

0.007 
level               

21/25

15.1


0.031 
documentary         

0.025 
danced              

0.021 
band                

0.020 
sing                

0.019 
west                

0.019 
days                

0.019 
dance               

0.019 
woody               

0.018 
spice               

0.018 
rock                

0.016 
number              

0.013 
dancer              

0.013 
songs               

0.013 
east                

0.013 
god                 

1/25

22.8


0.014 
animal              

0.008 
disney              

0.008 
voice               

0.005 
babe                

0.005 
christmas           

0.005 
city                

0.004 
voiced              

0.004 
magic               

0.004 
adult               

0.004 
songs               

0.004 
princess            

0.003 
king                

0.003 
dog                 

0.003 
dragon              

0.003 
jungle              

16/25

27.9


0.033 
ship                

0.029 
island              

0.026 
plane               

0.018 
board               

0.018 
passenger           

0.014 
control             

0.014 
sea                 

0.014 
crew                

0.014 
buck                

0.014 
deep                

0.012 
leary               

0.012 
treasure            

0.011 
crash               

0.011 
miss                

0.011 
survivor            

2/25

31.0


0.032 
game                

0.030 
school              

0.023 
teacher             

0.020 
team                

0.020 
chess               

0.019 
sport               

0.016 
player              

0.016 
fresh               

0.015 
basketball          

0.013 
dicaprio            

0.013 
cliff               

0.013 
student             

0.012 
win                 

0.012 
coach               

0.011 
wrestle             

9/25

38.3


0.083 
bond                

0.056 
mr                  

0.039 
moore               

0.023 
dr                  

0.017 
mrs                 

0.016 
connery             

0.015 
kilmer              

0.015 
agent               

0.014 
series              

0.013 
operate             

0.012 
version             

0.011 
spy                 

0.011 
service             

0.011 
stevens             

0.011 
mafia               

22/25

55.4


0.003 
chang               

0.002 
perfect             

0.002 
human               

0.002 
power               

0.002 
matter              

0.002 
learn               

0.002 
question            

0.002 
camera              

0.002 
left                

0.002 
night               

0.002 
understand          

0.002 
sequence            

0.002 
believed            

0.002 
works               

0.002 
easy                

23/25

94.3


0.008 
die                 

0.007 
romance             

0.007 
agent               

0.006 
thriller            

0.006 
perfect             

0.006 
ford                

0.006 
buddy               

0.006 
hero                

0.005 
number              

0.005 
entertain           

0.005 
force               

0.005 
deal                

0.005 
true                

0.005 
chase               

0.005 
slater