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 = 0.1

0.050.10.2
1.0

N_STATES = 50.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/bow_pang_movie_reviews_v20170929/20170930-mod_name=slda__np-frac_labels=0.100-n_states=050-alpha=0.0100-tau=0.0100-lambda_w=0.001-c_svm=1.0-init_name=rand_smooth_background-alg_name=med_lda_gibbs_sampler-n_batches=1/3/lap0003200.000_topic_model_snapshot

15/50

-47.4


0.737 
**                  

0.672 
save                

0.661 
formula             

0.625 
pain                

0.609 
pretty              

0.594 
younger             

0.583 
worst               

0.583 
girlfriend          

0.582 
sight               

0.576 
worth               

0.567 
*                   

0.565 
wasted              

0.558 
popular             

0.556 
push                

0.552 
predict             

22/50

-1.9


0.956 
van                 

0.944 
electric            

0.926 
surgery             

0.913 
gus                 

0.893 
bull                

0.893 
nigel               

0.893 
morton              

0.893 
1980s               

0.868 
penn                

0.863 
volume              

0.852 
seeks               

0.851 
mia                 

0.830 
historic            

0.808 
contained           

0.808 
levy                

27/50

-1.7


0.976 
stanford            

0.967 
passage             

0.951 
sarandon            

0.946 
iii                 

0.940 
bay                 

0.932 
winona              

0.926 
murphy              

0.922 
downey              

0.922 
nerve               

0.907 
janeane             

0.907 
womanizer           

0.904 
counsel             

0.879 
weight              

0.855 
fantastic           

0.855 
steady              

20/50

-1.5


0.970 
monty               

0.944 
fraser              

0.921 
ned                 

0.871 
usual               

0.870 
exit                

0.862 
predecessor         

0.834 
brendan             

0.834 
heels               

0.834 
yearn               

0.834 
overt               

0.834 
outset              

0.834 
moronic             

0.834 
capra               

0.822 
rely                

0.808 
annoy               

46/50

-1.1


0.969 
sutherland          

0.962 
seagal              

0.952 
snipes              

0.947 
zone                

0.919 
caine               

0.895 
basil               

0.851 
cuba                

0.851 
shadowy             

0.819 
fbi                 

0.814 
warrant             

0.801 
dunn                

0.800 
sloppy              

0.781 
drop                

0.771 
50                  

0.767 
virus               

4/50

-1.1


0.923 
nyc                 

0.923 
roses               

0.912 
thugs               

0.909 
sun                 

0.896 
dylan               

0.896 
forms               

0.896 
keitel              

0.896 
clichéd             

0.873 
passive             

0.845 
apartment           

0.838 
shaw                

0.838 
fifty               

0.838 
retreat             

0.814 
timid               

0.810 
telling             

41/50

-1.1


0.930 
live-action         

0.916 
sidekick            

0.916 
canyon              

0.916 
7                   

0.904 
grand               

0.881 
8                   

0.845 
pg                  

0.836 
fake                

0.829 
glover              

0.829 
nerdy               

0.821 
ages                

0.815 
prominent           

0.806 
ticket              

0.800 
9                   

0.785 
sings               

26/50

-1.0


0.987 
phil                

0.985 
travolta            

0.982 
harper              

0.970 
dicaprio            

0.959 
leonardo            

0.936 
valuable            

0.936 
sid                 

0.921 
hal                 

0.921 
'50s                

0.921 
silliness           

0.920 
manhattan           

0.905 
keaton              

0.898 
slap                

0.898 
edges               

0.898 
deadpan             

42/50

-1.0


0.950 
reiner              

0.937 
farm                

0.914 
marriage            

0.899 
pfeiffer            

0.881 
jealousy            

0.881 
anguish             

0.868 
dignity             

0.855 
cling               

0.855 
ass                 

0.855 
snippets            

0.855 
lonelier            

0.855 
custody             

0.855 
jewelry             

0.842 
aunt                

0.831 
bitter              

13/50

-1.0


0.943 
gas                 

0.907 
1999                

0.872 
scotland            

0.854 
map                 

0.836 
wealthy             

0.830 
paragraph           

0.830 
diego               

0.820 
runtime             

0.796 
judgment            

0.780 
climb               

0.778 
thrive              

0.745 
conflicted          

0.745 
superbly            

0.745 
col                 

0.745 
madeleine           

34/50

-0.9


0.966 
sebastian           

0.944 
ally                

0.938 
freak               

0.931 
bet                 

0.931 
cage                

0.931 
stiller             

0.894 
lipstick            

0.894 
areas               

0.894 
norton              

0.872 
disdain             

0.836 
cole                

0.836 
bride               

0.836 
sat                 

0.836 
spans               

0.836 
phoenix             

30/50

-0.9


0.920 
scripted            

0.891 
entitled            

0.868 
overbearing         

0.851 
hear                

0.841 
kit                 

0.836 
contempt            

0.831 
medicine            

0.831 
sin                 

0.831 
rhames              

0.831 
deaf                

0.831 
waits               

0.815 
upset               

0.811 
terence             

0.803 
secretary           

0.766 
wreck               

16/50

-0.9


0.984 
mission             

0.942 
mars                

0.928 
mortal              

0.928 
atom                

0.896 
alien               

0.891 
aware               

0.887 
blaze               

0.866 
feisty              

0.866 
overacting          

0.866 
movie-going         

0.866 
headquarters        

0.866 
onscreen            

0.827 
big-budget          

0.809 
sci-fi              

0.789 
graham              

25/50

-0.8


0.957 
val                 

0.952 
kilmer              

0.936 
mafia               

0.903 
loot                

0.903 
mobster             

0.888 
heist               

0.888 
paused              

0.888 
roller              

0.871 
ingredient          

0.869 
hudson              

0.869 
armed               

0.864 
gangster            

0.848 
diamond             

0.844 
phillips            

0.841 
wahlberg            

28/50

-0.7


0.973 
judd                

0.922 
india               

0.897 
priest              

0.888 
hypocrisy           

0.888 
swept               

0.888 
christ              

0.856 
confirm             

0.856 
thousand            

0.856 
pupil               

0.856 
peaceful            

0.856 
biblical            

0.856 
convert             

0.856 
jeopardy            

0.841 
northern            

0.834 
circuit             

43/50

-0.7


0.981 
spice               

0.975 
tucci               

0.969 
blown               

0.969 
williamson          

0.944 
chaos               

0.924 
radical             

0.907 
taxi                

0.907 
elicit              

0.884 
notion              

0.879 
platt               

0.879 
hides               

0.879 
vaguely             

0.830 
cheek               

0.830 
fuller              

0.830 
persist             

19/50

-0.5


0.965 
russo               

0.939 
vegas               

0.938 
depp                

0.938 
ricci               

0.935 
loss                

0.931 
o'donnel            

0.917 
saint               

0.901 
torch               

0.901 
unwatchable         

0.901 
gusto               

0.901 
cruelty             

0.891 
professor           

0.881 
golden              

0.859 
helicopter          

0.859 
jam                 

32/50

-0.3


0.979 
paradis             

0.933 
racism              

0.933 
racist              

0.923 
hatred              

0.909 
housekeeper         

0.889 
schindler           

0.889 
pedant              

0.889 
uncertainty         

0.829 
history             

0.808 
carlyle             

0.801 
penetrate           

0.800 
1954                

0.800 
impotent            

0.800 
classmate           

0.800 
lust                

49/50

-0.1


0.966 
grave               

0.941 
nc-17               

0.941 
contest             

0.910 
sensed              

0.898 
liaison             

0.877 
prize               

0.876 
drip                

0.876 
gruesome            

0.876 
frontal             

0.841 
grab                

0.841 
subway              

0.841 
nominations         

0.839 
liter               

0.827 
corps               

0.780 
arms                

1/50

-0.1


0.990 
michel              

0.952 
wolf                

0.949 
french              

0.934 
du                  

0.921 
paris               

0.912 
madam               

0.894 
peasant             

0.894 
bard                

0.894 
stimulant           

0.881 
jacques             

0.849 
luc                 

0.849 
impulse             

0.849 
flip                

0.849 
stalk               

0.849 
scar                

0/50

-0.1


0.965 
princess            

0.934 
vampire             

0.921 
cloy                

0.921 
ah                  

0.906 
myers               

0.904 
wagner              

0.904 
meyer               

0.897 
australia           

0.889 
fairy               

0.876 
jet                 

0.876 
blossom             

0.873 
nurse               

0.842 
cripple             

0.834 
spy                 

0.828 
1989                

17/50

-0.1


0.971 
subscribe           

0.971 
email               

0.944 
friday              

0.927 
amc                 

0.898 
pie                 

0.876 
word                

0.870 
silicon             

0.864 
salvation           

0.864 
marlon              

0.864 
franz               

0.864 
hints               

0.815 
nationwide          

0.809 
fargo               

0.809 
pistol              

0.791 
desolate            

2/50

-0.0


0.898 
reflect             

0.891 
santa               

0.867 
*-1/2               

0.867 
painter             

0.867 
partial             

0.840 
famous              

0.830 
smash               

0.830 
enlighten           

0.830 
incorrectly         

0.816 
thumb               

0.803 
43                  

0.803 
carrey              

0.803 
authentic           

0.766 
dissolves           

0.766 
glued               

48/50

0.0


0.978 
dillon              

0.944 
bath                

0.944 
lily                

0.921 
lane                

0.905 
museum              

0.895 
italy               

0.894 
scottish            

0.871 
doctor              

0.854 
patient             

0.850 
boom                

0.850 
seats               

0.850 
buck                

0.850 
snowy               

0.840 
pilot               

0.834 
mayor               

33/50

0.1


0.984 
wrestle             

0.975 
devito              

0.965 
hart                

0.965 
bullock             

0.962 
rapid               

0.961 
grandfather         

0.933 
christians          

0.933 
overwhelm           

0.927 
spacey              

0.926 
blade               

0.875 
daylight            

0.875 
diner               

0.875 
winston             

0.873 
leary               

0.858 
gump                

36/50

0.1


0.929 
hors                

0.919 
hill                

0.903 
germany             

0.903 
feast               

0.882 
wilder              

0.882 
spectacle           

0.870 
hears               

0.849 
scale               

0.849 
jews                

0.849 
lang                

0.849 
update              

0.846 
country             

0.819 
twentieth           

0.802 
lucky               

0.789 
ww11                

47/50

0.2


0.966 
schwarzenegger      

0.929 
tense               

0.918 
exposition          

0.904 
videotape           

0.883 
explosions          

0.849 
analyze             

0.849 
appetite            

0.849 
redundant           

0.830 
extend              

0.816 
orange              

0.805 
rooftop             

0.790 
ham                 

0.790 
underused           

0.790 
slasher             

0.790 
nicholson           

40/50

0.3


0.979 
campaign            

0.966 
senate              

0.960 
kennedy             

0.939 
soccer              

0.930 
cup                 

0.898 
runner              

0.898 
democrat            

0.896 
athlete             

0.869 
boxing              

0.869 
auto                

0.869 
strategy            

0.865 
drags               

0.848 
baseball            

0.841 
chess               

0.836 
elect               

37/50

0.3


0.985 
bites               

0.970 
reservoir           

0.966 
dogs                

0.937 
coherent            

0.937 
vignettes           

0.922 
meander             

0.922 
halt                

0.899 
infectious          

0.886 
tarantino           

0.869 
hans                

0.863 
rodriguez           

0.856 
thread              

0.856 
heighten            

0.856 
recapture           

0.856 
bust                

38/50

0.4


0.933 
sigourney           

0.922 
governor            

0.922 
idealist            

0.907 
prison              

0.888 
civilian            

0.856 
anti-semite         

0.856 
regime              

0.856 
immortal            

0.842 
chamber             

0.842 
collin              

0.814 
rights              

0.808 
inside              

0.799 
nominee             

0.799 
idyllic             

0.799 
aidan               

24/50

0.4


0.955 
survivor            

0.953 
stevens             

0.923 
mason               

0.922 
muse                

0.904 
russia              

0.901 
boat                

0.900 
gamble              

0.876 
bucks               

0.875 
negate              

0.865 
heaven              

0.826 
ounce               

0.826 
halloween           

0.826 
largest             

0.810 
pitt                

0.795 
hanks               

18/50

0.5


0.968 
beatty              

0.943 
glance              

0.934 
rocket              

0.922 
bergman             

0.922 
neurotic            

0.904 
breed               

0.904 
60                  

0.894 
fatal               

0.883 
interview           

0.876 
exaggerate          

0.876 
formal              

0.864 
circus              

0.857 
shut                

0.849 
concert             

0.840 
classic             

39/50

0.5


0.981 
boyle               

0.965 
carpenter           

0.962 
altman              

0.959 
trainspotting       

0.926 
web                 

0.921 
squeeze             

0.907 
literary            

0.903 
ingenious           

0.903 
vital               

0.903 
macdonald           

0.893 
midnight            

0.880 
chronicle           

0.875 
scam                

0.875 
stanton             

0.875 
sly                 

11/50

0.5


0.996 
chan                

0.986 
hong                

0.977 
arts                

0.974 
kong                

0.951 
li                  

0.942 
martial             

0.938 
tucker              

0.909 
tiger               

0.906 
contemplate         

0.900 
sword               

0.842 
rush                

0.833 
casts               

0.812 
twin                

0.792 
saved               

0.779 
swirl               

23/50

0.5


0.984 
disney              

0.970 
voiced              

0.963 
jurassic            

0.944 
robot               

0.938 
dame                

0.929 
fierce              

0.900 
creature            

0.883 
aladdin             

0.883 
species             

0.873 
dinosaur            

0.854 
animal              

0.829 
abandon             

0.805 
outcast             

0.795 
beast               

0.791 
bullies             

29/50

0.6


0.977 
toro                

0.958 
del                 

0.933 
trunk               

0.921 
turturro            

0.921 
net                 

0.870 
angell              

0.869 
truck               

0.858 
jackson             

0.849 
excess              

0.824 
district            

0.824 
oddball             

0.824 
architect           

0.824 
ex-con              

0.824 
lip                 

0.824 
incomprehensible    

10/50

0.9


0.968 
lesbian             

0.889 
barrymore           

0.888 
campus              

0.888 
heterosexual        

0.841 
shy                 

0.832 
you'd               

0.831 
spell               

0.826 
misunderstand       

0.814 
school              

0.798 
insecure            

0.794 
roommate            

0.776 
class               

0.767 
evenly              

0.761 
gasp                

0.761 
instructor          

14/50

0.9


0.935 
poison              

0.906 
trail               

0.858 
puppet              

0.841 
suspect             

0.798 
detect              

0.784 
vulgar              

0.784 
cromwell            

0.784 
oddly               

0.784 
psychopath          

0.774 
catch               

0.766 
flounder            

0.732 
depart              

0.720 
hitchcock           

0.718 
inspector           

0.710 
guilt               

12/50

1.0


0.964 
craven              

0.958 
sky                 

0.943 
quinn               

0.931 
miner               

0.926 
walker              

0.877 
ford                

0.875 
camp                

0.872 
clan                

0.872 
lightning           

0.872 
stability           

0.872 
1980                

0.872 
leap                

0.872 
conspire            

0.872 
paxton              

0.861 
empire              

45/50

1.2


0.980 
jude                

0.960 
affleck             

0.952 
likeable            

0.943 
earns               

0.929 
generic             

0.925 
wall                

0.907 
gibson              

0.883 
promise             

0.871 
ethan               

0.868 
miami               

0.868 
troop               

0.868 
seamlessly          

0.868 
mall                

0.868 
morose              

0.840 
florida             

35/50

1.2


0.900 
miles               

0.868 
unpleased           

0.868 
root                

0.868 
astonished          

0.868 
adolescent          

0.852 
modern-day          

0.831 
amateur             

0.831 
dear                

0.831 
exchange            

0.831 
discovery           

0.825 
reluctant           

0.822 
account             

0.804 
fictionalized       

0.804 
exposure            

0.804 
gradual             

3/50

1.3


0.968 
tapes               

0.965 
costner             

0.965 
hackman             

0.965 
pacino              

0.925 
mann                

0.874 
proof               

0.846 
reed                

0.846 
ranger              

0.836 
neat                

0.804 
major               

0.798 
morse               

0.786 
eastwood            

0.786 
crowe               

0.770 
meg                 

0.740 
tedium              

31/50

1.6


0.978 
connery             

0.963 
bond                

0.941 
chicken             

0.930 
007                 

0.914 
narrow              

0.914 
insane              

0.914 
whoopi              

0.914 
mimi                

0.914 
traps               

0.889 
clone               

0.889 
tunnel              

0.856 
fleming             

0.842 
maxwell             

0.842 
ai                  

0.842 
highest             

7/50

1.6


0.981 
chen                

0.973 
wang                

0.969 
kieslowski          

0.954 
chef                

0.939 
harmony             

0.912 
unfamiliar          

0.855 
tradition           

0.846 
valentin            

0.839 
platonic            

0.838 
gloomy              

0.838 
stuffed             

0.838 
jury                

0.838 
necessity           

0.838 
evoked              

0.838 
reverend            

8/50

1.7


0.971 
liz                 

0.966 
spain               

0.962 
cafe                

0.958 
breast              

0.934 
gallagher           

0.919 
poetry              

0.895 
canvas              

0.895 
twister             

0.888 
cinema              

0.877 
thanksgiving        

0.855 
moon                

0.853 
profess             

0.851 
godard              

0.850 
audacious           

0.850 
hypnotic            

21/50

1.7


0.927 
perspective         

0.900 
ratio               

0.887 
sorts               

0.878 
beneath             

0.878 
fifteen             

0.857 
musician            

0.851 
nasty               

0.844 
outing              

0.844 
avail               

0.828 
essay               

0.825 
classification      

0.806 
aspect              

0.783 
span                

0.783 
85                  

0.781 
element             

44/50

1.9


0.939 
glamor              

0.939 
limo                

0.927 
50s                 

0.914 
hollywood           

0.911 
bars                

0.911 
95                  

0.911 
vintage             

0.911 
cigar               

0.891 
media               

0.885 
chick               

0.885 
tin                 

0.885 
yorker              

0.885 
smarter             

0.885 
welcomed            

0.885 
nickname            

6/50

2.1


0.909 
gags                

0.880 
pink                

0.865 
sitcom              

0.865 
coffee              

0.865 
statue              

0.846 
perky               

0.839 
buddies             

0.835 
comedic             

0.820 
nerd                

0.820 
good-spirited       

0.820 
funnier             

0.806 
slapstick           

0.785 
whisper             

0.785 
gems                

0.785 
hunk                

5/50

2.4


0.941 
mirror              

0.941 
cries               

0.935 
honey               

0.932 
breakfast           

0.932 
highway             

0.930 
hall                

0.920 
subtext             

0.920 
milk                

0.920 
deem                

0.902 
lawn                

0.902 
daddy               

0.873 
balls               

0.865 
stretch             

0.822 
beach               

0.821 
brazil              

9/50

46.8


0.637 
drive               

0.629 
era                 

0.612 
portray             

0.596 
brilliant           

0.588 
shown               

0.583 
intelligent         

0.577 
works               

0.558 
background          

0.555 
participant         

0.555 
haunt               

0.550 
words               

0.549 
move                

0.549 
question            

0.540 
subtle              

0.533 
remark