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


0.376 
brother             

0.371 
money               

0.357 
laugh               

0.356 
suppose             

0.347 
i'm                 

0.340 
found               

0.336 
school              

0.329 
dead                

0.325 
girl                

0.313 
crime               

0.309 
couple              

0.308 
writer              

0.307 
manage              

0.306 
black               

0.303 
lost                

4/25

-0.7


0.945 
boyle               

0.938 
taxi                

0.845 
noah                

0.672 
gate                

0.316 
trainspotting       

0.291 
powell              

0.283 
toast               

0.230 
yuppie              

0.197 
option              

0.192 
boundary            

0.184 
anguish             

0.165 
walker              

0.161 
lifetime            

0.157 
narrow              

0.153 
monument            

15/25

-0.6


0.428 
reunion             

0.426 
pizza               

0.252 
pages               

0.235 
vomit               

0.233 
pronounce           

0.182 
staple              

0.173 
abundant            

0.168 
proverbial          

0.166 
ai                  

0.164 
intellect           

0.157 
nephew              

0.154 
sore                

0.150 
placement           

0.141 
outfits             

0.140 
en                  

12/25

-0.3


0.887 
thankfully          

0.852 
traps               

0.821 
fort                

0.480 
hazy                

0.395 
gigantic            

0.384 
alain               

0.329 
awake               

0.327 
lobby               

0.283 
03                  

0.274 
footstep            

0.251 
recapture           

0.230 
dismay              

0.210 
70s                 

0.201 
craze               

0.199 
coward              

24/25

-0.1


0.905 
bates               

0.895 
violin              

0.851 
tongue              

0.844 
instrument          

0.835 
barber              

0.811 
thunder             

0.808 
peaks               

0.802 
magnet              

0.783 
cohesive            

0.736 
retrospect          

0.730 
goals               

0.678 
hurricane           

0.610 
lightning           

0.510 
useless             

0.461 
chip                

3/25

-0.1


0.839 
sin                 

0.827 
competition         

0.825 
poker               

0.820 
analyze             

0.793 
brags               

0.787 
booth               

0.785 
sweat               

0.784 
sunrise             

0.761 
ranks               

0.731 
disorder            

0.716 
skips               

0.697 
destroys            

0.670 
deaf                

0.657 
barks               

0.644 
bald                

11/25

-0.0


0.895 
lynch               

0.857 
irish               

0.849 
helena              

0.849 
frankenstein        

0.844 
boxing              

0.834 
ireland             

0.830 
niro                

0.824 
quinn               

0.821 
arquette            

0.817 
sheridan            

0.812 
highway             

0.808 
pullman             

0.803 
ms                  

0.799 
scorsese            

0.793 
pitt                

16/25

-0.0


0.907 
garden              

0.894 
ned                 

0.879 
australia           

0.866 
australian          

0.863 
museum              

0.851 
fitzgerald          

0.843 
penelope            

0.822 
siren               

0.797 
curse               

0.778 
float               

0.771 
psychic             

0.769 
miner               

0.760 
efficient           

0.759 
catastrophe         

0.732 
gifts               

20/25

-0.0


0.869 
vegas               

0.829 
penn                

0.827 
cage                

0.814 
nolte               

0.809 
funeral             

0.803 
casino              

0.802 
las                 

0.797 
paltrow             

0.789 
goldberg            

0.783 
sydney              

0.764 
diner               

0.764 
gwyneth             

0.763 
gamble              

0.761 
doors               

0.754 
vince               

14/25

0.0


0.921 
band                

0.864 
heroin              

0.829 
andrews             

0.822 
sgt                 

0.819 
fix                 

0.818 
sid                 

0.811 
holland             

0.794 
rotten              

0.778 
doll                

0.765 
pistol              

0.762 
pray                

0.753 
rock                

0.746 
palmer              

0.742 
concert             

0.741 
bucks               

22/25

0.1


0.899 
keaton              

0.874 
wives               

0.855 
burns               

0.835 
diaz                

0.835 
stripper            

0.835 
therapist           

0.829 
marisa              

0.823 
sugar               

0.808 
portman             

0.797 
bette               

0.794 
spontaneity         

0.735 
normalcy            

0.730 
whip                

0.725 
shield              

0.725 
barbs               

23/25

0.1


0.959 
mask                

0.956 
carrey              

0.949 
ace                 

0.932 
liar                

0.883 
funnier             

0.874 
nutty               

0.833 
utility             

0.820 
dumber              

0.811 
culminate           

0.801 
bowl                

0.766 
1983                

0.727 
no-nonsense         

0.649 
manic               

0.514 
robber              

0.439 
super               

8/25

0.1


0.900 
cemetery            

0.889 
juliette            

0.889 
crown               

0.877 
one-hundred         

0.855 
francois            

0.839 
python              

0.832 
rupert              

0.825 
stylish             

0.821 
skull               

0.821 
till                

0.807 
brazil              

0.804 
mixes               

0.801 
grotesque           

0.796 
prevail             

0.795 
eggs                

7/25

0.2


0.700 
editor              

0.693 
runtime             

0.681 
police              

0.645 
husband             

0.632 
apartment           

0.568 
telling             

0.541 
married             

0.538 
house               

0.534 
affair              

0.521 
artist              

0.517 
french              

0.511 
sees                

0.509 
town                

0.505 
told                

0.492 
screenwriter        

1/25

0.2


0.882 
parker              

0.756 
bullock             

0.755 
disaster            

0.733 
stallone            

0.731 
santa               

0.729 
christmas           

0.714 
clerk               

0.712 
lake                

0.698 
dante               

0.695 
peak                

0.694 
turner              

0.692 
keitel              

0.691 
fraser              

0.682 
twister             

0.668 
mom                 

19/25

0.2


0.822 
dr                  

0.762 
alien               

0.733 
space               

0.713 
science             

0.670 
killer              

0.655 
scientist           

0.649 
mission             

0.640 
trek                

0.634 
earth               

0.630 
captain             

0.629 
special             

0.613 
compute             

0.608 
planet              

0.601 
serial              

0.598 
monster             

0/25

0.3


0.962 
bond                

0.878 
connery             

0.865 
spy                 

0.859 
eastwood            

0.848 
fonda               

0.836 
sunday              

0.834 
007                 

0.824 
sullivan            

0.805 
wings               

0.805 
dick                

0.798 
madeleine           

0.774 
elliott             

0.720 
majesty             

0.716 
fleming             

0.713 
quaid               

10/25

0.3


0.913 
glover              

0.909 
runaway             

0.897 
forgot              

0.841 
doom                

0.835 
abandons            

0.744 
items               

0.608 
he'd                

0.581 
co-writer           

0.538 
dirt                

0.328 
potter              

0.301 
joyous              

0.276 
primal              

0.272 
laundry             

0.263 
florida             

0.212 
siblings            

13/25

0.3


0.920 
femme               

0.916 
darn                

0.916 
balls               

0.907 
mccarthy            

0.907 
fatale              

0.882 
stack               

0.850 
flatulence          

0.429 
bodily              

0.429 
echo                

0.365 
sour                

0.261 
paranoid            

0.255 
flounder            

0.234 
minimalist          

0.227 
cat                 

0.214 
fence               

5/25

0.4


0.931 
seconds             

0.923 
porn                

0.862 
60                  

0.835 
shamelessly         

0.817 
rocket              

0.789 
lad                 

0.609 
oral                

0.363 
50s                 

0.313 
roar                

0.301 
duck                

0.297 
atlantic            

0.275 
hitch               

0.271 
shadowy             

0.260 
commission          

0.259 
drill               

17/25

0.5


0.909 
war                 

0.826 
german              

0.820 
soldier             

0.729 
russian             

0.719 
nazi                

0.717 
jews                

0.717 
camp                

0.671 
army                

0.668 
holocaust           

0.667 
hopkin              

0.665 
jewish              

0.658 
duvall              

0.657 
schindler           

0.636 
nazis               

0.629 
germany             

18/25

0.8


0.887 
breakfast           

0.883 
facile              

0.837 
guts                

0.756 
acerbic             

0.713 
substitute          

0.697 
peasant             

0.630 
math                

0.493 
static              

0.408 
whimsical           

0.351 
charmer             

0.326 
sale                

0.295 
incorporate         

0.286 
macy                

0.283 
injury              

0.241 
farmer              

2/25

0.9


0.813 
animal              

0.807 
disney              

0.789 
king                

0.698 
shakespeare         

0.662 
voice               

0.652 
branagh             

0.636 
version             

0.617 
voiced              

0.599 
titan               

0.591 
juliet              

0.589 
costume             

0.577 
magic               

0.575 
princess            

0.548 
jude                

0.544 
prince              

21/25

0.9


0.640 
game                

0.611 
plenty              

0.609 
mpaa                

0.594 
simply              

0.562 
fact                

0.558 
rate                

0.516 
situated            

0.502 
washington          

0.500 
player              

0.491 
they're             

0.487 
jackson             

0.484 
basketball          

0.475 
stanford            

0.473 
coach               

0.472 
entertain           

9/25

12.7


0.401 
perfect             

0.394 
wonders             

0.391 
present             

0.377 
american            

0.367 
question            

0.355 
emotion             

0.352 
night               

0.348 
age                 

0.345 
true                

0.343 
works               

0.337 
nature              

0.335 
state               

0.329 
women               

0.324 
short               

0.320 
full