LEGEND_NAME = PC_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 = 25.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/bow_pang_movie_reviews_v20170929/20171011frombest-mod_name=slda__tf-frac_labels=0.100-n_states=025-alpha=1.0100-tau=1.0100-lambda_w=000.100-init_name=bestauc_gibbs_K025_f0.100-weight_x=1.0-weight_y=0100.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=1/1/lap0000075.000_topic_model_snapshot

6/25

-9.3


0.005 
brother             

0.004 
suppose             

0.004 
origin              

0.004 
close               

0.004 
dead                

0.003 
case                

0.003 
lack                

0.003 
series              

0.003 
lines               

0.003 
lost                

0.003 
hand                

0.003 
sequence            

0.003 
miss                

0.003 
realize             

0.003 
nature              

4/25

-6.2


0.008 
house               

0.007 
husband             

0.006 
editor              

0.006 
girl                

0.006 
telling             

0.005 
talk                

0.005 
found               

0.005 
thinks              

0.005 
secret              

0.005 
told                

0.005 
meet                

0.005 
screenwriter        

0.004 
daughter            

0.004 
married             

0.004 
learn               

20/25

-2.2


0.013 
language            

0.012 
nudity              

0.007 
full                

0.007 
i'm                 

0.007 
older               

0.006 
10                  

0.006 
strong              

0.006 
explain             

0.006 
pg-13               

0.006 
body                

0.006 
asks                

0.006 
large               

0.006 
writer              

0.006 
rest                

0.005 
age                 

7/25

-0.5


0.034 
dr                  

0.023 
horror              

0.016 
doctor              

0.014 
dead                

0.012 
blood               

0.012 
dark                

0.010 
scream              

0.010 
death               

0.010 
ghost               

0.010 
professor           

0.009 
monster             

0.008 
patient             

0.008 
gore                

0.008 
body                

0.007 
mystery             

10/25

-0.2


0.017 
agent               

0.016 
van                 

0.014 
plane               

0.012 
chase               

0.011 
crash               

0.010 
thriller            

0.010 
car                 

0.010 
speed               

0.010 
ford                

0.008 
train               

0.008 
die                 

0.008 
cop                 

0.007 
fbi                 

0.007 
cruise              

0.007 
air                 

21/25

0.0


0.013 
rate                

0.012 
mpaa                

0.009 
simply              

0.009 
narrated            

0.009 
adult               

0.008 
bit                 

0.008 
fact                

0.007 
general             

0.007 
plenty              

0.006 
finds               

0.006 
situated            

0.005 
stanford            

0.005 
counsel             

0.005 
provide             

0.005 
half                

22/25

0.3


0.028 
money               

0.019 
drug                

0.015 
boss                

0.013 
gang                

0.013 
crime               

0.012 
car                 

0.010 
city                

0.009 
bank                

0.009 
criminal            

0.009 
gangster            

0.008 
vegas               

0.008 
dealer              

0.007 
drugs               

0.007 
gun                 

0.007 
tarantino           

0/25

0.3


0.053 
war                 

0.018 
soldier             

0.015 
battle              

0.015 
german              

0.013 
army                

0.011 
russian             

0.010 
fight               

0.009 
command             

0.009 
american            

0.009 
military            

0.008 
british             

0.007 
captain             

0.007 
major               

0.007 
nazi                

0.007 
vietnam             

3/25

0.3


0.062 
school              

0.035 
girls               

0.034 
game                

0.029 
student             

0.025 
boys                

0.018 
college             

0.017 
teacher             

0.013 
boy                 

0.012 
team                

0.012 
girl                

0.011 
player              

0.011 
teen                

0.010 
parent              

0.010 
professor           

0.010 
basketball          

1/25

0.5


0.060 
town                

0.016 
white               

0.014 
black               

0.014 
local               

0.012 
mountain            

0.011 
gold                

0.011 
road                

0.011 
brother             

0.010 
west                

0.010 
wild                

0.010 
south               

0.010 
sheriff             

0.009 
indian              

0.009 
horse               

0.009 
western             

12/25

0.6


0.018 
stone               

0.017 
artist              

0.013 
book                

0.013 
harris              

0.013 
jones               

0.010 
von                 

0.009 
hopkin              

0.009 
art                 

0.008 
mr                  

0.007 
jude                

0.007 
london              

0.007 
kane                

0.007 
passion             

0.006 
restore             

0.006 
oscar               

19/25

0.6


0.042 
free                

0.035 
word                

0.031 
letter              

0.028 
week                

0.027 
send                

0.027 
video               

0.021 
recommend           

0.018 
subject             

0.015 
valley              

0.014 
unit                

0.014 
email               

0.013 
subscribe           

0.013 
12                  

0.012 
state               

0.011 
language            

14/25

1.0


0.028 
english             

0.024 
country             

0.024 
american            

0.016 
village             

0.013 
subtitles           

0.011 
italian             

0.011 
polite              

0.010 
chinese             

0.009 
girl                

0.009 
japanese            

0.008 
women               

0.008 
culture             

0.008 
city                

0.008 
opera               

0.008 
money               

9/25

1.0


0.030 
french              

0.022 
art                 

0.018 
lover               

0.018 
paris               

0.014 
dance               

0.013 
de                  

0.010 
franc               

0.010 
affair              

0.009 
artist              

0.009 
dancer              

0.009 
danced              

0.008 
la                  

0.008 
couple              

0.007 
kieslowski          

0.007 
subtitles           

23/25

1.0


0.040 
laugh               

0.019 
comic               

0.017 
smith               

0.014 
williams            

0.012 
jokes               

0.012 
fun                 

0.011 
buddy               

0.011 
satire              

0.010 
hilarious           

0.010 
gags                

0.009 
joke                

0.009 
series              

0.009 
amused              

0.009 
murphy              

0.008 
parody              

13/25

1.2


0.019 
mrs                 

0.018 
parker              

0.015 
king                

0.013 
sister              

0.011 
shakespeare         

0.011 
guest               

0.010 
campbell            

0.010 
queen               

0.009 
branagh             

0.009 
eve                 

0.008 
version             

0.008 
costume             

0.008 
carter              

0.008 
product             

0.007 
gibson              

11/25

1.5


0.026 
bond                

0.018 
alien               

0.016 
space               

0.015 
island              

0.011 
science             

0.011 
ship                

0.010 
earth               

0.010 
crew                

0.009 
special             

0.008 
planet              

0.008 
series              

0.007 
trek                

0.007 
adventure           

0.007 
sequence            

0.007 
human               

15/25

1.8


0.042 
murder              

0.033 
police              

0.029 
killer              

0.018 
detect              

0.015 
investigate         

0.014 
chan                

0.014 
crime               

0.013 
suspect             

0.013 
thriller            

0.009 
mystery             

0.009 
case                

0.008 
serial              

0.008 
noir                

0.008 
death               

0.007 
inspector           

24/25

1.9


0.014 
polite              

0.012 
church              

0.011 
lawyer              

0.010 
preside             

0.010 
case                

0.010 
trial               

0.009 
god                 

0.009 
black               

0.009 
law                 

0.008 
moore               

0.008 
company             

0.008 
washington          

0.008 
judge               

0.007 
jackson             

0.007 
white               

5/25

1.9


0.028 
reflect             

0.026 
employ              

0.026 
opinion             

0.025 
meant               

0.025 
mine                

0.021 
recommend           

0.013 
award               

0.009 
favorite            

0.009 
1996                

0.009 
rate                

0.008 
excel               

0.007 
2                   

0.007 
dialog              

0.007 
thumb               

0.007 
1997                

17/25

1.9


0.036 
animal              

0.020 
dog                 

0.019 
disney              

0.016 
voice               

0.011 
christmas           

0.010 
origin              

0.009 
adult               

0.009 
age                 

0.009 
children            

0.009 
voiced              

0.008 
cartoon             

0.008 
king                

0.007 
magic               

0.007 
princess            

0.007 
cat                 

18/25

2.1


0.024 
documentary         

0.015 
rock                

0.014 
group               

0.013 
woody               

0.013 
interview           

0.011 
singer              

0.010 
band                

0.009 
night               

0.008 
famous              

0.008 
sing                

0.008 
record              

0.007 
song                

0.007 
theater             

0.007 
songs               

0.007 
sound               

16/25

4.5


0.014 
romantic            

0.011 
women               

0.011 
romance             

0.009 
wed                 

0.008 
married             

0.007 
wonders             

0.007 
gay                 

0.007 
nice                

0.007 
meet                

0.006 
couple              

0.006 
charm               

0.006 
enjoy               

0.006 
attract             

0.005 
delight             

0.005 
lover               

8/25

4.8


0.012 
motion              

0.011 
distributor         

0.009 
element             

0.008 
length              

0.007 
aspect              

0.006 
limit               

0.006 
mpaa                

0.006 
present             

0.006 
occasional          

0.005 
level               

0.005 
fact                

0.005 
state               

0.005 
sequence            

0.005 
product             

0.005 
theatrical          

2/25

8.4


0.006 
emotion             

0.006 
nature              

0.005 
power               

0.005 
close               

0.005 
matter              

0.005 
left                

0.005 
question            

0.005 
learn               

0.004 
tale                

0.004 
true                

0.004 
human               

0.004 
understand          

0.004 
present             

0.004 
realize             

0.004 
daughter