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 = 0.05

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=0.050-n_states=050-alpha=0.0100-tau=0.0100-lambda_w=0.001-c_svm=10.0-init_name=rand_smooth_background-alg_name=med_lda_gibbs_sampler-n_batches=1/4/lap0002100.000_topic_model_snapshot

19/50

-46.1


0.623 
found               

0.617 
annoy               

0.617 
vietnam             

0.571 
hide                

0.569 
suicide             

0.569 
bore                

0.568 
provide             

0.567 
case                

0.537 
formula             

0.525 
parent              

0.511 
york                

0.508 
entire              

0.506 
clues               

0.506 
disgust             

0.506 
colonel             

11/50

-7.1


0.961 
dinosaur            

0.961 
jurassic            

0.947 
spielberg           

0.925 
disaster            

0.899 
robot               

0.899 
muse                

0.879 
major               

0.876 
space               

0.851 
attack              

0.842 
julianne            

0.842 
vince               

0.842 
good-natured        

0.842 
recipe              

0.842 
facial              

0.828 
lost                

38/50

-6.1


0.962 
squad               

0.953 
hong                

0.953 
tiger               

0.919 
arts                

0.901 
dazzle              

0.901 
li                  

0.873 
warrior             

0.865 
martial             

0.857 
loose               

0.821 
volunteer           

0.821 
spotlight           

0.818 
bomb                

0.807 
chinese             

0.799 
casts               

0.795 
dragon              

32/50

-5.0


0.959 
kings               

0.959 
documentary         

0.927 
average             

0.914 
concert             

0.914 
usage               

0.895 
delay               

0.864 
runner              

0.864 
chronicle           

0.826 
press               

0.813 
web                 

0.810 
duke                

0.810 
stack               

0.810 
cult                

0.810 
digit               

0.810 
shade               

9/50

-2.9


0.956 
neighborhood        

0.940 
counsel             

0.940 
stanford            

0.914 
wander              

0.886 
aunt                

0.886 
dose                

0.870 
portrait            

0.862 
90                  

0.862 
footage             

0.824 
context             

0.824 
boundary            

0.824 
caper               

0.824 
mainstream          

0.824 
ranks               

0.824 
construct           

16/50

-2.2


0.925 
crack               

0.925 
alec                

0.913 
baldwin             

0.913 
session             

0.898 
cocky               

0.895 
excepting           

0.875 
timid               

0.875 
upper               

0.873 
interrupt           

0.859 
event               

0.851 
unique              

0.840 
he'd                

0.840 
sample              

0.840 
nazis               

0.840 
roommate            

47/50

-2.0


0.930 
byrne               

0.904 
god                 

0.894 
christ              

0.894 
supernatural        

0.864 
torment             

0.864 
dissolves           

0.864 
december            

0.864 
germany             

0.864 
repute              

0.840 
nails               

0.813 
advance             

0.809 
franz               

0.809 
elliott             

0.809 
thousand            

0.809 
minimalist          

8/50

-2.0


0.926 
superb              

0.877 
nyc                 

0.860 
stranger            

0.859 
ill                 

0.842 
hoffman             

0.842 
bottom              

0.842 
christians          

0.842 
peculiar            

0.842 
climactic           

0.781 
closet              

0.781 
retreat             

0.781 
staff               

0.781 
longtime            

0.781 
muted               

0.781 
analysis            

35/50

-1.4


0.960 
game                

0.930 
soccer              

0.904 
dominant            

0.892 
denis               

0.883 
contract            

0.873 
philippe            

0.867 
youngster           

0.850 
booth               

0.850 
hatred              

0.850 
lighthearted        

0.837 
spring              

0.837 
satellite           

0.824 
dare                

0.818 
considers           

0.814 
franc               

3/50

-1.4


0.956 
disney              

0.925 
ages                

0.925 
voiced              

0.904 
voice               

0.886 
dame                

0.886 
offend              

0.885 
grand               

0.861 
asleep              

0.861 
pack                

0.861 
mars                

0.848 
animal              

0.837 
heard               

0.823 
savor               

0.823 
pathos              

0.823 
awake               

2/50

-1.2


0.972 
chef                

0.960 
food                

0.942 
design              

0.938 
wang                

0.896 
poetry              

0.887 
eat                 

0.866 
chocolate           

0.866 
breakdown           

0.866 
foremost            

0.854 
task                

0.824 
cinematic           

0.820 
dinner              

0.812 
monologue           

0.812 
cook                

0.812 
redundant           

37/50

-1.1


0.956 
manipulate          

0.930 
slip                

0.898 
momentum            

0.898 
rocky               

0.870 
portion             

0.869 
touchstone          

0.869 
screwball           

0.869 
fraser              

0.869 
mississippi         

0.869 
unfortunate         

0.869 
splash              

0.815 
outline             

0.815 
install             

0.815 
uncover             

0.815 
larger              

21/50

-1.0


0.948 
newton              

0.911 
social              

0.890 
hall                

0.880 
cookie              

0.865 
drain               

0.847 
scares              

0.847 
absence             

0.847 
overdose            

0.847 
gus                 

0.830 
black               

0.823 
stretch             

0.795 
addict              

0.787 
gaze                

0.787 
nerve               

0.787 
fulfil              

24/50

-0.7


0.876 
miramax             

0.854 
undergo             

0.830 
varied              

0.830 
scope               

0.830 
phrase              

0.830 
billed              

0.826 
length              

0.818 
society             

0.816 
regular             

0.796 
offbeat             

0.796 
jumps               

0.796 
inevitable          

0.796 
lengthy             

0.796 
dimension           

0.782 
forgotten           

20/50

-0.6


0.960 
connery             

0.928 
bond                

0.924 
007                 

0.907 
gadget              

0.880 
mimi                

0.880 
suave               

0.880 
titled              

0.860 
las                 

0.830 
bass                

0.830 
ai                  

0.830 
maxwell             

0.830 
disastrous          

0.830 
glover              

0.830 
cia                 

0.830 
rhames              

1/50

-0.4


0.931 
graduate            

0.905 
legal               

0.885 
reese               

0.885 
steam               

0.876 
smart               

0.854 
author              

0.852 
lesbian             

0.852 
contest             

0.852 
campus              

0.852 
washington          

0.839 
nerd                

0.796 
student             

0.793 
misunderstand       

0.793 
garbage             

0.793 
45                  

48/50

-0.4


0.957 
killer              

0.874 
sadist              

0.854 
suspense            

0.845 
bites               

0.839 
underground         

0.839 
liv                 

0.839 
obligatory          

0.786 
catch               

0.776 
psychotic           

0.776 
bureaucrat          

0.776 
guilt               

0.776 
degrade             

0.776 
keys                

0.776 
tied                

0.776 
taxi                

13/50

-0.3


0.936 
sketch              

0.912 
reiner              

0.912 
tap                 

0.893 
nigel               

0.891 
party               

0.880 
toler               

0.862 
candid              

0.862 
indie               

0.862 
subtext             

0.862 
mirror              

0.858 
band                

0.849 
wed                 

0.841 
beach               

0.818 
barrymore           

0.807 
fireworks           

33/50

-0.1


0.920 
insight             

0.913 
experience          

0.905 
dylan               

0.891 
restaurant          

0.885 
claustrophobic      

0.885 
sleepless           

0.885 
diego               

0.852 
goldwyn             

0.852 
unsettled           

0.852 
illustrate          

0.795 
domestic            

0.793 
normalcy            

0.793 
meat                

0.793 
pedant              

0.793 
texture             

15/50

-0.0


0.953 
rodriguez           

0.938 
flynn               

0.927 
bartender           

0.927 
smuggle             

0.910 
weekend             

0.890 
boyle               

0.884 
follow-up           

0.884 
mexico              

0.884 
screw               

0.884 
closest             

0.868 
car                 

0.843 
grave               

0.836 
coyote              

0.836 
mexican             

0.836 
46                  

25/50

0.0


0.985 
harper              

0.969 
chamber             

0.943 
mansion             

0.932 
spies               

0.932 
museum              

0.932 
racial              

0.916 
enter               

0.912 
puppet              

0.912 
governor            

0.873 
graham              

0.801 
epithet             

0.776 
devilish            

0.776 
inflict             

0.776 
cardboard           

0.776 
harden              

34/50

0.0


0.951 
dicaprio            

0.929 
mickey              

0.929 
leonardo            

0.916 
wins                

0.897 
glow                

0.897 
basketball          

0.869 
chess               

0.868 
baseball            

0.867 
fictionalized       

0.867 
forgive             

0.867 
realization         

0.867 
evans               

0.854 
fresh               

0.813 
moviegoers          

0.813 
aids                

18/50

0.0


0.956 
nurse               

0.949 
insure              

0.924 
health              

0.889 
throat              

0.842 
spoiler             

0.842 
medium              

0.842 
le                  

0.842 
prime               

0.842 
procedure           

0.842 
trivial             

0.842 
humble              

0.840 
younger             

0.823 
ward                

0.815 
18                  

0.815 
flawless            

39/50

0.1


0.961 
village             

0.956 
dillon              

0.905 
town                

0.904 
cynic               

0.887 
mayor               

0.887 
barren              

0.875 
mountain            

0.862 
travel              

0.862 
hears               

0.824 
biblical            

0.824 
winter              

0.824 
prosper             

0.824 
lang                

0.824 
scottish            

0.824 
fiery               

40/50

0.3


0.956 
porter              

0.892 
whore               

0.892 
voice-over          

0.887 
flick               

0.869 
laconic             

0.869 
nevada              

0.850 
val                 

0.833 
outsider            

0.833 
pals                

0.828 
mel                 

0.776 
cops                

0.769 
orient              

0.769 
motif               

0.769 
tall                

0.769 
ahead               

46/50

0.5


0.968 
hanks               

0.956 
survivor            

0.932 
gump                

0.916 
2000                

0.900 
package             

0.891 
superlative         

0.891 
russia              

0.852 
paradis             

0.845 
overweight          

0.845 
robinson            

0.826 
deliberate          

0.801 
dialogue            

0.781 
vacate              

0.770 
react               

0.761 
efficient           

14/50

0.5


0.968 
rules               

0.942 
ice                 

0.910 
defense             

0.910 
driven              

0.890 
exhaust             

0.890 
vice                

0.880 
redemption          

0.858 
understood          

0.858 
rooftop             

0.858 
courtroom           

0.802 
hysterical          

0.802 
reel                

0.802 
'em                 

0.802 
fundamental         

0.802 
blair               

23/50

0.5


0.987 
jackson             

0.952 
command             

0.909 
deem                

0.909 
kennedy             

0.883 
lt                  

0.883 
civilian            

0.883 
ireland             

0.869 
bank                

0.834 
nerves              

0.834 
niro                

0.834 
immense             

0.834 
robber              

0.834 
hats                

0.830 
anderson            

0.814 
warrant             

4/50

0.7


0.962 
earn                

0.927 
tea                 

0.911 
creator             

0.911 
bay                 

0.885 
vignettes           

0.885 
sid                 

0.885 
arguably            

0.885 
0                   

0.879 
affleck             

0.874 
brand               

0.866 
nightclub           

0.837 
mount               

0.837 
qualify             

0.837 
coach               

0.837 
close-ups           

7/50

0.7


0.964 
beatty              

0.958 
spacey              

0.948 
devito              

0.901 
22                  

0.901 
click               

0.877 
criminal            

0.872 
stable              

0.872 
senior              

0.867 
suspect             

0.834 
detect              

0.829 
affair              

0.820 
evoke               

0.820 
feat                

0.820 
sand                

0.820 
disguise            

12/50

1.1


0.974 
judd                

0.971 
mann                

0.959 
pacino              

0.935 
al                  

0.917 
bits                

0.877 
gross               

0.877 
homes               

0.877 
anonymity           

0.877 
provoke             

0.856 
essential           

0.838 
hunt                

0.826 
doc                 

0.826 
spare               

0.826 
wraps               

0.826 
plummer             

30/50

1.1


0.972 
jude                

0.949 
hardy               

0.933 
fairy               

0.933 
kline               

0.902 
outcast             

0.889 
princess            

0.879 
snow                

0.853 
burst               

0.823 
radiant             

0.823 
interior            

0.823 
rural               

0.823 
womanizer           

0.823 
automat             

0.823 
infuriate           

0.814 
hair                

27/50

1.1


0.881 
reflect             

0.878 
explicit            

0.857 
shock               

0.847 
thumb               

0.843 
santa               

0.842 
employ              

0.822 
opinion             

0.818 
*-1/2               

0.816 
switch              

0.809 
meant               

0.782 
agree               

0.758 
appreciable         

0.729 
empathize           

0.729 
dreamy              

0.729 
19                  

6/50

1.2


0.952 
cage                

0.937 
musician            

0.908 
drunk               

0.881 
lying               

0.881 
dilemma             

0.881 
32                  

0.881 
virgin              

0.847 
legs                

0.835 
trade               

0.832 
batman              

0.832 
glare               

0.832 
phoenix             

0.832 
paranoid            

0.832 
stale               

0.832 
harmony             

0/50

1.2


0.965 
harris              

0.941 
tedious             

0.933 
window              

0.932 
candy               

0.919 
rocket              

0.901 
unhappy             

0.873 
modest              

0.865 
shape               

0.865 
ambitious           

0.847 
owner               

0.841 
biggest             

0.840 
angell              

0.824 
parker              

0.823 
bottle              

0.821 
lean                

44/50

1.3


0.963 
saint               

0.949 
russian             

0.921 
twentieth           

0.921 
inconsistent        

0.921 
stamp               

0.904 
mutant              

0.902 
fiennes             

0.875 
regime              

0.860 
nominal             

0.853 
terence             

0.851 
worthy              

0.832 
teach               

0.825 
hidden              

0.825 
professor           

0.824 
permanent           

28/50

1.7


0.968 
stevens             

0.918 
merchant            

0.918 
torn                

0.898 
lord                

0.894 
russo               

0.870 
hopkin              

0.853 
margin              

0.849 
enthusiast          

0.849 
marks               

0.849 
agency              

0.849 
rings               

0.848 
thompson            

0.812 
swallow             

0.789 
craven              

0.759 
rip                 

42/50

2.0


0.929 
communist           

0.882 
soap                

0.882 
tribe               

0.882 
ah                  

0.882 
australia           

0.882 
incomplet           

0.882 
triumph             

0.882 
wolf                

0.849 
descend             

0.849 
intrusion           

0.849 
revolution          

0.836 
war                 

0.821 
opera               

0.814 
china               

0.790 
poet                

41/50

2.4


0.983 
collin              

0.941 
british             

0.884 
illegal             

0.884 
prejudice           

0.884 
andrews             

0.884 
worship             

0.873 
anguish             

0.836 
composite           

0.836 
flood               

0.836 
integral            

0.836 
paranoia            

0.816 
irish               

0.799 
protest             

0.797 
document            

0.734 
drama               

22/50

2.5


0.971 
reservoir           

0.947 
dogs                

0.938 
hopper              

0.924 
hans                

0.901 
oldman              

0.901 
visceral            

0.859 
rapaport            

0.859 
half-hour           

0.859 
meander             

0.826 
graphic             

0.826 
romance             

0.757 
white               

0.754 
thrust              

0.754 
caricatures         

0.754 
alas                

26/50

2.6


0.946 
del                 

0.946 
toro                

0.938 
moon                

0.927 
voiceover           

0.884 
trunk               

0.884 
dick                

0.884 
unconventional      

0.875 
suit                

0.838 
breast              

0.835 
overboard           

0.835 
unexplained         

0.835 
milk                

0.781 
gangster            

0.774 
excess              

0.765 
dust                

45/50

2.9


0.957 
send                

0.954 
email               

0.954 
subscribe           

0.920 
pie                 

0.905 
valentin            

0.897 
week                

0.884 
temporarily         

0.884 
sitcom              

0.884 
nationwide          

0.855 
madam               

0.851 
abroad              

0.851 
hangs               

0.845 
word                

0.826 
silicon             

0.823 
loves               

10/50

2.9


0.951 
mafia               

0.945 
tapes               

0.945 
silver              

0.931 
uncomfortable       

0.921 
awkward             

0.920 
remake              

0.853 
san                 

0.853 
vague               

0.853 
gamble              

0.827 
elaborate           

0.818 
shoes               

0.795 
cinemas             

0.795 
thornton            

0.795 
unnamed             

0.795 
attach              

17/50

2.9


0.884 
notion              

0.884 
krzysztof           

0.859 
kieslowski          

0.859 
videotape           

0.852 
forward             

0.846 
paramount           

0.820 
idealist            

0.820 
paid                

0.820 
difficulty          

0.820 
confirm             

0.820 
patriot             

0.820 
gradual             

0.820 
plate               

0.820 
prologue            

0.820 
mentor              

31/50

3.1


0.949 
fonda               

0.942 
pierre              

0.904 
michel              

0.904 
revolutionary       

0.904 
dry                 

0.899 
cable               

0.882 
fashion             

0.875 
du                  

0.843 
wear                

0.829 
queen               

0.824 
rupert              

0.824 
tongue              

0.824 
forbidden           

0.824 
tasted              

0.824 
blames              

49/50

3.3


0.976 
tucci               

0.960 
farce               

0.936 
bullock             

0.897 
platt               

0.897 
soar                

0.858 
gags                

0.854 
sacrificed          

0.854 
rude                

0.854 
blockbuster         

0.854 
hides               

0.854 
aforementioned      

0.854 
gypsy               

0.854 
dash                

0.854 
berry               

0.854 
passenger           

36/50

3.5


0.907 
myers               

0.893 
prominent           

0.893 
seriousness         

0.879 
began               

0.875 
36                  

0.875 
11                  

0.848 
trailer             

0.848 
pink                

0.848 
slapstick           

0.807 
27                  

0.807 
mick                

0.807 
lion                

0.807 
highway             

0.807 
midnight            

0.807 
corny               

29/50

6.0


0.963 
ford                

0.959 
harrison            

0.920 
honey               

0.913 
holy                

0.913 
oz                  

0.894 
wars                

0.888 
special             

0.887 
o'donnel            

0.887 
neon                

0.887 
restless            

0.887 
celluloid           

0.887 
1980                

0.859 
finish              

0.840 
turkey              

0.840 
invasion            

5/50

7.6


0.970 
schwarzenegger      

0.921 
glamor              

0.903 
suspend             

0.901 
altman              

0.875 
muscle              

0.830 
pure                

0.824 
blast               

0.824 
sluggish            

0.824 
ready               

0.732 
olivier             

0.715 
bite                

0.703 
dark                

0.702 
vanity              

0.702 
grab                

0.702 
toilet              

43/50

48.3


0.570 
strong              

0.566 
twist               

0.532 
witty               

0.526 
previous            

0.511 
visual              

0.488 
truth               

0.484 
message             

0.484 
move                

0.482 
passion             

0.482 
intrigue            

0.479 
theater             

0.474 
view                

0.473 
nature              

0.472 
admit               

0.462 
talk