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 = 0.2

0.050.10.2
1.0

N_STATES = 25.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/bow_pang_movie_reviews_v20170929/20170930rebal-mod_name=slda__tf-frac_labels=0.200-n_states=025-alpha=1.0100-tau=1.0100-lambda_w=000.001-init_name=rand_smooth_background-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.0100-n_batches=10/1/lap0000350.000_topic_model_snapshot

6/25

-12.0


0.003 
money               

0.003 
brother             

0.003 
laugh               

0.002 
school              

0.002 
death               

0.002 
girl                

0.002 
dead                

0.002 
found               

0.002 
black               

0.002 
murder              

0.002 
case                

0.002 
i'm                 

0.002 
daughter            

0.002 
manage              

0.002 
suppose             

4/25

-0.7


0.039 
boyle               

0.031 
taxi                

0.013 
noah                

0.005 
gate                

0.002 
powell              

0.001 
toast               

0.001 
trainspotting       

0.001 
yuppie              

0.001 
option              

0.001 
narrow              

0.001 
walker              

0.001 
anguish             

0.001 
boundary            

0.001 
monument            

0.001 
lifetime            

15/25

-0.6


0.002 
reunion             

0.002 
pizza               

0.001 
pages               

0.001 
pronounce           

0.001 
abundant            

0.001 
vomit               

0.001 
staple              

0.001 
ai                  

0.001 
banal               

0.001 
sore                

0.001 
proverbial          

0.001 
gradual             

0.001 
classmate           

0.000 
outfits             

0.000 
conceal             

12/25

-0.3


0.022 
thankfully          

0.015 
traps               

0.011 
fort                

0.002 
hazy                

0.002 
gigantic            

0.001 
alain               

0.001 
canada              

0.001 
awake               

0.001 
footstep            

0.001 
lobby               

0.001 
dismay              

0.001 
recapture           

0.001 
03                  

0.001 
craze               

0.001 
roads               

24/25

-0.1


0.019 
bates               

0.017 
tongue              

0.017 
violin              

0.015 
instrument          

0.011 
barber              

0.009 
peaks               

0.007 
thunder             

0.007 
magnet              

0.007 
goals               

0.006 
cohesive            

0.006 
retrospect          

0.006 
hurricane           

0.004 
lightning           

0.002 
useless             

0.002 
chip                

3/25

-0.1


0.018 
competition         

0.012 
sin                 

0.009 
analyze             

0.009 
booth               

0.009 
poker               

0.008 
sweat               

0.008 
brags               

0.008 
sunrise             

0.007 
ranks               

0.006 
disorder            

0.006 
skips               

0.005 
deaf                

0.004 
malkovich           

0.004 
destroys            

0.004 
barks               

11/25

-0.0


0.018 
lynch               

0.016 
irish               

0.015 
diamond             

0.012 
ireland             

0.012 
niro                

0.012 
quinn               

0.012 
scorsese            

0.011 
arquette            

0.011 
pitt                

0.011 
frankenstein        

0.010 
rage                

0.010 
boxing              

0.009 
highway             

0.009 
ms                  

0.009 
sheridan            

16/25

-0.0


0.023 
garden              

0.018 
ned                 

0.015 
museum              

0.014 
australian          

0.014 
australia           

0.011 
float               

0.009 
curse               

0.009 
penelope            

0.009 
fitzgerald          

0.008 
efficient           

0.008 
gifts               

0.008 
catastrophe         

0.007 
psychic             

0.007 
siren               

0.007 
canada              

20/25

-0.0


0.016 
vegas               

0.012 
penn                

0.012 
funeral             

0.011 
cage                

0.011 
casino              

0.010 
noir                

0.010 
las                 

0.008 
goldberg            

0.008 
nolte               

0.008 
gamble              

0.008 
vince               

0.007 
sydney              

0.007 
robbery             

0.007 
paltrow             

0.006 
doors               

14/25

0.0


0.033 
band                

0.018 
heroin              

0.013 
rock                

0.012 
concert             

0.011 
sgt                 

0.010 
fix                 

0.010 
andrews             

0.009 
holland             

0.009 
sid                 

0.008 
roll                

0.008 
pistol              

0.008 
broadway            

0.007 
rotten              

0.007 
tall                

0.007 
pray                

22/25

0.1


0.022 
keaton              

0.016 
burns               

0.014 
wives               

0.013 
diaz                

0.011 
sugar               

0.010 
therapist           

0.009 
stripper            

0.009 
marisa              

0.008 
club                

0.008 
bette               

0.008 
portman             

0.007 
spontaneity         

0.007 
beer                

0.006 
shield              

0.006 
brood               

23/25

0.1


0.049 
mask                

0.045 
carrey              

0.033 
ace                 

0.027 
liar                

0.019 
funnier             

0.015 
nutty               

0.012 
culminate           

0.010 
dumber              

0.010 
bowl                

0.010 
utility             

0.008 
1983                

0.006 
no-nonsense         

0.006 
manic               

0.005 
robber              

0.003 
small-time          

8/25

0.1


0.022 
juliette            

0.015 
cemetery            

0.013 
crown               

0.012 
rupert              

0.012 
stylish             

0.012 
one-hundred         

0.011 
francois            

0.010 
eliminate           

0.009 
grotesque           

0.009 
mixes               

0.009 
till                

0.008 
brazil              

0.008 
skull               

0.008 
python              

0.007 
flesh               

7/25

0.2


0.009 
police              

0.008 
husband             

0.008 
editor              

0.006 
house               

0.006 
runtime             

0.006 
town                

0.005 
telling             

0.005 
apartment           

0.005 
french              

0.005 
artist              

0.005 
return              

0.004 
married             

0.004 
lover               

0.004 
screenwriter        

0.004 
told                

1/25

0.2


0.019 
parker              

0.011 
christmas           

0.010 
disaster            

0.010 
mrs                 

0.007 
water               

0.007 
bullock             

0.006 
clerk               

0.006 
santa               

0.006 
lake                

0.006 
stallone            

0.006 
turner              

0.006 
mom                 

0.006 
holiday             

0.006 
fraser              

0.006 
keitel              

19/25

0.2


0.015 
dr                  

0.009 
alien               

0.008 
killer              

0.008 
special             

0.008 
space               

0.007 
horror              

0.006 
human               

0.006 
science             

0.006 
series              

0.006 
captain             

0.006 
mission             

0.006 
earth               

0.005 
sequence            

0.005 
hero                

0.005 
origin              

0/25

0.3


0.072 
bond                

0.015 
connery             

0.015 
eastwood            

0.015 
spy                 

0.013 
fonda               

0.011 
dick                

0.010 
007                 

0.010 
sunday              

0.010 
moore               

0.009 
sullivan            

0.009 
madeleine           

0.008 
elliott             

0.008 
wings               

0.007 
salesman            

0.007 
service             

10/25

0.3


0.027 
glover              

0.021 
doom                

0.017 
runaway             

0.016 
forgot              

0.010 
abandons            

0.007 
items               

0.006 
he'd                

0.004 
co-writer           

0.003 
dirt                

0.002 
borrow              

0.001 
potter              

0.001 
florida             

0.001 
robber              

0.001 
primal              

0.001 
joyous              

13/25

0.3


0.022 
femme               

0.021 
darn                

0.019 
fatale              

0.018 
balls               

0.017 
mccarthy            

0.014 
stack               

0.012 
flatulence          

0.003 
echo                

0.003 
bodily              

0.001 
sour                

0.001 
paranoid            

0.001 
stir                

0.001 
minimalist          

0.001 
cat                 

0.001 
flounder            

5/25

0.4


0.032 
seconds             

0.029 
porn                

0.012 
60                  

0.011 
shamelessly         

0.011 
rocket              

0.009 
lad                 

0.004 
oral                

0.002 
atlantic            

0.001 
hitch               

0.001 
roar                

0.001 
50s                 

0.001 
commission          

0.001 
interchange         

0.001 
duck                

0.001 
garcia              

17/25

0.5


0.037 
war                 

0.013 
soldier             

0.011 
german              

0.011 
battle              

0.009 
country             

0.008 
russian             

0.008 
prison              

0.007 
army                

0.007 
history             

0.007 
camp                

0.006 
british             

0.006 
hopkin              

0.005 
nazi                

0.005 
group               

0.005 
jewish              

18/25

0.8


0.017 
facile              

0.016 
breakfast           

0.010 
guts                

0.007 
substitute          

0.006 
acerbic             

0.005 
peasant             

0.004 
math                

0.002 
static              

0.002 
whimsical           

0.002 
farmer              

0.001 
stiller             

0.001 
charmer             

0.001 
incorporate         

0.001 
sale                

0.001 
interchange         

2/25

0.9


0.017 
animal              

0.012 
king                

0.011 
disney              

0.008 
version             

0.007 
voice               

0.006 
product             

0.006 
tale                

0.005 
century             

0.005 
shakespeare         

0.005 
wed                 

0.005 
magic               

0.005 
costume             

0.005 
adventure           

0.004 
voiced              

0.004 
adapt               

21/25

0.9


0.009 
mpaa                

0.007 
game                

0.007 
rate                

0.007 
fact                

0.006 
situated            

0.005 
entertain           

0.005 
simply              

0.005 
plenty              

0.005 
general             

0.005 
comic               

0.004 
narrated            

0.004 
they're             

0.004 
adult               

0.004 
universe            

0.004 
finds               

9/25

12.7


0.003 
american            

0.003 
present             

0.003 
perfect             

0.003 
question            

0.003 
emotion             

0.002 
night               

0.002 
wonders             

0.002 
power               

0.002 
true                

0.002 
murder              

0.002 
nature              

0.002 
money               

0.002 
black               

0.002 
death               

0.002 
human