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 = 1.0

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=1.000-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=1/1/lap0000700.000_topic_model_snapshot

1/50

-66.1


0.593 
promise             

0.573 
implausible         

0.557 
hopeless            

0.549 
promote             

0.545 
unconvincing        

0.542 
uninterested        

0.535 
slimy               

0.527 
ai                  

0.512 
nephew              

0.500 
bang                

0.498 
average             

0.496 
saves               

0.492 
titled              

0.480 
drab                

0.478 
shout               

5/50

-3.8


0.966 
michel              

0.963 
isabelle            

0.954 
pierre              

0.928 
parisian            

0.916 
french              

0.916 
francois            

0.908 
jean-pierre         

0.902 
philippe            

0.894 
confides            

0.879 
seduced             

0.871 
intimacy            

0.864 
liaison             

0.844 
idyllic             

0.829 
paris               

0.814 
jacques             

15/50

-3.7


0.899 
good-spirited       

0.842 
unprintable         

0.797 
shower              

0.788 
trim                

0.699 
meanders            

0.697 
would-be            

0.691 
milk                

0.685 
interchange         

0.685 
cornucopia          

0.679 
succinct            

0.676 
replied             

0.674 
advise              

0.668 
nominee             

0.666 
page                

0.661 
host                

45/50

-3.7


0.901 
reception           

0.895 
upper-class         

0.855 
thusly              

0.824 
jealous             

0.804 
afraid              

0.787 
ceremony            

0.761 
pleas               

0.758 
middle-class        

0.757 
implied             

0.729 
anymore             

0.721 
ruin                

0.716 
bourgeois           

0.705 
exploitive          

0.693 
picks               

0.678 
1999                

32/50

-3.5


0.942 
format              

0.914 
branch              

0.901 
documentary         

0.874 
footage             

0.857 
enlighten           

0.856 
filmmakers          

0.851 
interview           

0.832 
jobs                

0.825 
spice               

0.824 
employee            

0.804 
grainy              

0.792 
1990s               

0.781 
web                 

0.763 
grew                

0.745 
brash               

31/50

-3.2


0.971 
christ              

0.924 
priest              

0.914 
preach              

0.913 
dear                

0.902 
biblical            

0.901 
religion            

0.881 
church              

0.880 
waves               

0.864 
catholic            

0.846 
god                 

0.844 
bless               

0.840 
pray                

0.827 
religious           

0.811 
sonny               

0.775 
quinn               

2/50

-2.6


0.984 
aladdin             

0.796 
walt                

0.790 
lion                

0.774 
disney              

0.771 
chicken             

0.768 
beast               

0.732 
bugs                

0.691 
advantage           

0.676 
1989                

0.670 
princess            

0.668 
animal              

0.641 
fairy               

0.641 
mixture             

0.637 
circus              

0.617 
giant               

39/50

-2.5


0.865 
carrey              

0.852 
gags                

0.844 
dumber              

0.842 
mistaken            

0.826 
brady               

0.812 
analyze             

0.797 
idiot               

0.791 
flatulence          

0.781 
liar                

0.758 
mock                

0.730 
farce               

0.728 
belly               

0.722 
larger              

0.713 
targeted            

0.707 
joke                

38/50

-2.5


0.904 
band                

0.890 
stardom             

0.883 
belt                

0.872 
sings               

0.867 
idol                

0.867 
compose             

0.864 
roll                

0.860 
woody               

0.847 
lip                 

0.836 
notorious           

0.814 
grate               

0.807 
inch                

0.790 
broadway            

0.775 
chorus              

0.759 
pretentious         

10/50

-2.4


0.985 
schwarzenegger      

0.941 
crow                

0.938 
batman              

0.936 
monologue           

0.934 
bucks               

0.853 
multiple            

0.835 
rooftop             

0.815 
shadow              

0.806 
drip                

0.788 
clone               

0.784 
reduce              

0.776 
gray                

0.769 
goals               

0.756 
feat                

0.719 
alec                

13/50

-2.3


0.965 
trial               

0.957 
lawyer              

0.910 
attorney            

0.871 
courtroom           

0.860 
judicial            

0.858 
legal               

0.833 
supreme             

0.824 
chamber             

0.797 
justice             

0.791 
file                

0.781 
judged              

0.761 
capital             

0.758 
district            

0.730 
judge               

0.726 
guilty              

8/50

-2.0


0.983 
branagh             

0.968 
romeo               

0.923 
shakespeare         

0.915 
bard                

0.896 
juliet              

0.895 
lavish              

0.872 
aristocrat          

0.806 
interior            

0.803 
captive             

0.758 
effortless          

0.753 
glorious            

0.746 
text                

0.727 
cousin              

0.724 
sir                 

0.722 
19th                

43/50

-1.7


0.994 
santa               

0.977 
eve                 

0.966 
claus               

0.923 
christmas           

0.844 
mr                  

0.833 
busy                

0.827 
stole               

0.819 
holiday             

0.786 
mrs                 

0.777 
roth                

0.777 
temper              

0.767 
harper              

0.756 
lucky               

0.734 
parade              

0.722 
december            

46/50

-1.6


0.949 
graduate            

0.915 
rumor               

0.900 
classmate           

0.889 
class               

0.881 
campus              

0.869 
teach               

0.826 
teacher             

0.817 
student             

0.786 
teen                

0.786 
grade               

0.779 
school              

0.758 
bet                 

0.740 
humiliated          

0.730 
nerd                

0.709 
wears               

12/50

-1.2


0.846 
conspiracy          

0.843 
explosion           

0.805 
griffith            

0.753 
squad               

0.750 
explode             

0.749 
chop                

0.747 
bloat               

0.745 
fbi                 

0.712 
mount               

0.711 
tin                 

0.690 
con                 

0.676 
fugit               

0.668 
speed               

0.650 
defies              

0.626 
seat                

41/50

-1.2


0.975 
mamet               

0.852 
broadcast           

0.847 
crowe               

0.841 
network             

0.833 
links               

0.823 
brook               

0.811 
access              

0.764 
seller              

0.753 
news                

0.718 
clerk               

0.709 
novelist            

0.701 
tabloid             

0.686 
afternoon           

0.678 
spacey              

0.673 
muse                

37/50

-1.1


0.887 
data                

0.886 
twister             

0.801 
library             

0.791 
tunnel              

0.782 
gusto               

0.781 
fleet               

0.779 
erupt               

0.764 
suck                

0.744 
leather             

0.732 
trek                

0.726 
phenomenon          

0.723 
ranger              

0.702 
skull               

0.695 
legacy              

0.688 
sneer               

17/50

-0.8


0.935 
titan               

0.895 
willy               

0.888 
diet                

0.868 
ocean               

0.857 
island              

0.855 
crash               

0.827 
fonda               

0.805 
boat                

0.797 
shark               

0.769 
birds               

0.743 
lands               

0.742 
fisherman           

0.736 
dive                

0.724 
dine                

0.723 
fly                 

21/50

-0.5


0.886 
lad                 

0.883 
dysfunctional       

0.869 
abused              

0.841 
siblings            

0.832 
adopt               

0.832 
tears               

0.826 
uplifting           

0.810 
repulsed            

0.808 
maudlin             

0.789 
grown               

0.779 
baby                

0.778 
necessity           

0.765 
incest              

0.739 
household           

0.732 
somber              

16/50

-0.1


0.988 
anti-semite         

0.986 
holocaust           

0.974 
nazis               

0.956 
berlin              

0.938 
jew                 

0.925 
pitt                

0.915 
kane                

0.903 
jews                

0.888 
nazi                

0.880 
stevens             

0.870 
northern            

0.851 
fascist             

0.842 
concentrate         

0.820 
germany             

0.802 
camps               

23/50

0.0


0.971 
poetry              

0.931 
publish             

0.904 
chef                

0.888 
poet                

0.885 
dish                

0.883 
eternal             

0.856 
tucci               

0.822 
posey               

0.820 
appetite            

0.809 
quoted              

0.807 
restaurant          

0.793 
despicable          

0.793 
shade               

0.787 
vanity              

0.767 
decline             

34/50

0.2


0.997 
kilmer              

0.986 
hollow              

0.969 
hartley             

0.968 
val                 

0.945 
eastwood            

0.907 
roses               

0.901 
blank               

0.886 
ricci               

0.848 
reed                

0.839 
stamp               

0.815 
depp                

0.802 
hank                

0.798 
opposite            

0.797 
bacon               

0.796 
myers               

33/50

0.3


0.884 
poverty             

0.837 
economic            

0.834 
acclaim             

0.810 
serene              

0.801 
harsh               

0.797 
pity                

0.796 
regime              

0.779 
descend             

0.743 
rain                

0.726 
gate                

0.725 
spars               

0.713 
communist           

0.703 
oppress             

0.688 
japanese            

0.687 
india               

14/50

0.4


0.934 
slasher             

0.911 
vampire             

0.874 
williamson          

0.872 
carpenter           

0.851 
bodied              

0.816 
scares              

0.791 
gore                

0.782 
scream              

0.766 
manifest            

0.742 
witch               

0.741 
cemetery            

0.739 
craven              

0.732 
depraved            

0.720 
corps               

0.719 
gut                 

0/50

0.5


0.959 
patient             

0.955 
therapy             

0.944 
medicine            

0.931 
medic               

0.916 
ill                 

0.898 
mel                 

0.896 
nurse               

0.892 
sick                

0.838 
measure             

0.830 
downey              

0.814 
cure                

0.812 
psych               

0.803 
therapist           

0.801 
doctor              

0.799 
bottle              

30/50

0.5


0.996 
leary               

0.986 
boyz                

0.867 
heroin              

0.820 
cocaine             

0.814 
fade                

0.804 
addict              

0.802 
unsympathetic       

0.767 
habit               

0.762 
option              

0.761 
noah                

0.738 
proven              

0.723 
hat                 

0.718 
drug                

0.717 
parties             

0.704 
trainspotting       

49/50

0.6


0.928 
space               

0.912 
planet              

0.890 
mars                

0.883 
signal              

0.861 
outer               

0.814 
alien               

0.783 
malevolent          

0.762 
wars                

0.742 
charlize            

0.736 
trooper             

0.731 
theron              

0.721 
contact             

0.702 
saga                

0.692 
twelve              

0.660 
popcorn             

47/50

0.7


0.977 
ranch               

0.965 
horse               

0.910 
rides               

0.900 
dust                

0.875 
border              

0.872 
cowboy              

0.863 
hors                

0.834 
westerns            

0.809 
el                  

0.807 
threw               

0.789 
wolves              

0.772 
site                

0.757 
tribe               

0.753 
gold                

0.750 
turkey              

7/50

0.8


0.954 
navy                

0.954 
civilian            

0.937 
base                

0.903 
col                 

0.898 
colonel             

0.872 
duty                

0.850 
military            

0.843 
sergeant            

0.825 
boot                

0.816 
capt                

0.814 
sgt                 

0.759 
das                 

0.756 
rank                

0.751 
wolfgang            

0.737 
soldier             

29/50

0.9


0.922 
adored              

0.806 
awake               

0.796 
cats                

0.796 
dogs                

0.795 
darn                

0.777 
terminally          

0.763 
generous            

0.758 
puppy               

0.754 
recreate            

0.743 
harmless            

0.702 
alike               

0.699 
****                

0.698 
enthusiast          

0.694 
101                 

0.691 
pack                

9/50

1.1


0.995 
denzel              

0.962 
politician          

0.881 
advisor             

0.875 
bush                

0.869 
riveting            

0.865 
presidential        

0.860 
elect               

0.858 
washington          

0.851 
democrat            

0.848 
gump                

0.846 
candid              

0.835 
twilight            

0.830 
kennedy             

0.813 
campaign            

0.804 
patton              

11/50

1.5


0.972 
piano               

0.964 
jude                

0.944 
winter              

0.883 
resort              

0.877 
monty               

0.855 
melancholy          

0.850 
warmth              

0.844 
hardy               

0.833 
babe                

0.776 
pig                 

0.752 
cuts                

0.751 
altman              

0.751 
blunt               

0.717 
substantial         

0.715 
oscar               

44/50

1.7


0.996 
007                 

0.985 
connery             

0.978 
majesty             

0.936 
bond                

0.891 
spies               

0.854 
brosnan             

0.813 
pursuit             

0.793 
nemesis             

0.770 
spy                 

0.738 
deficient           

0.736 
seagal              

0.662 
pierce              

0.656 
impossible          

0.655 
fleming             

0.651 
kicks               

48/50

1.7


0.998 
chan                

0.997 
hong                

0.980 
kong                

0.976 
fraser              

0.940 
dub                 

0.912 
elliot              

0.905 
traps               

0.848 
martial             

0.847 
risk                

0.818 
inflict             

0.763 
hidden              

0.759 
toler               

0.727 
cream               

0.719 
narrow              

0.715 
tucker              

6/50

2.0


0.825 
closure             

0.750 
circumstance        

0.746 
unforced            

0.745 
sympathize          

0.711 
consummate          

0.710 
superlative         

0.702 
essence             

0.666 
stylist             

0.659 
strive              

0.654 
detached            

0.650 
thought-provoking   

0.634 
departure           

0.622 
ingmar              

0.598 
eclipse             

0.596 
aging               

20/50

2.1


0.925 
heist               

0.916 
scam                

0.903 
caper               

0.896 
jewelry             

0.866 
tarantino           

0.850 
loan                

0.843 
pimp                

0.818 
henchmen            

0.803 
goods               

0.801 
quentin             

0.796 
sleaze              

0.789 
pulp                

0.767 
mob                 

0.767 
double-cross        

0.758 
reservoir           

27/50

2.1


0.974 
basketball          

0.932 
league              

0.931 
wrestle             

0.924 
game                

0.910 
ballet              

0.902 
coach               

0.899 
golf                

0.894 
teams               

0.878 
shoes               

0.861 
chess               

0.855 
outcome             

0.837 
baseball            

0.834 
cup                 

0.818 
muscle              

0.799 
athlete             

28/50

2.2


0.992 
paltrow             

0.990 
gwyneth             

0.986 
sleepless           

0.858 
happily             

0.813 
seattle             

0.754 
mirror              

0.754 
fool                

0.707 
bachelor            

0.674 
ad                  

0.673 
wed                 

0.657 
slide               

0.653 
fiance              

0.651 
sunrise             

0.643 
pairing             

0.636 
string              

24/50

2.3


0.976 
bites               

0.900 
trees               

0.887 
closet              

0.886 
stud                

0.884 
whoopi              

0.882 
heterosexual        

0.876 
amateurish          

0.859 
homosexuality       

0.848 
ease                

0.845 
disco               

0.795 
jean-luc            

0.790 
ambition            

0.786 
lesbian             

0.764 
gay                 

0.762 
insecure            

26/50

2.3


0.991 
las                 

0.938 
vegas               

0.922 
scorsese            

0.921 
rage                

0.907 
peaks               

0.894 
taxi                

0.882 
toro                

0.881 
stone               

0.856 
del                 

0.849 
highway             

0.846 
rolls               

0.831 
kansas              

0.768 
neon                

0.755 
sorvino             

0.752 
dual                

4/50

2.7


0.859 
butcher             

0.851 
bones               

0.846 
terms               

0.845 
tender              

0.840 
lay                 

0.794 
widow               

0.790 
local               

0.789 
reside              

0.773 
ned                 

0.769 
fitzgerald          

0.759 
penn                

0.750 
peak                

0.748 
locals              

0.746 
prosper             

0.725 
drown               

35/50

2.8


0.813 
feeble              

0.780 
unwatchable         

0.749 
commodity           

0.727 
fountain            

0.722 
astound             

0.722 
dubious             

0.721 
minimum             

0.707 
countless           

0.705 
boast               

0.695 
trait               

0.687 
category            

0.681 
lackluster          

0.672 
margin              

0.664 
fare                

0.655 
puttnam             

3/50

2.9


0.956 
invisible           

0.889 
subway              

0.880 
lab                 

0.850 
frankenstein        

0.845 
neck                

0.756 
professor           

0.756 
fierce              

0.750 
plant               

0.737 
hoping              

0.712 
monster             

0.708 
powell              

0.693 
reverse             

0.686 
scientific          

0.676 
colleague           

0.665 
misfortune          

25/50

3.9


0.991 
krzysztof           

0.987 
kieslowski          

0.963 
brooklyn            

0.939 
buff                

0.911 
spielberg           

0.890 
liberty             

0.883 
jurassic            

0.876 
van                 

0.869 
schindler           

0.860 
hobby               

0.850 
pool                

0.826 
african             

0.806 
blue                

0.782 
6                   

0.775 
anticipate          

36/50

4.3


0.998 
classification      

0.973 
ratio               

0.968 
avail               

0.953 
85                  

0.838 
length              

0.831 
mpaa                

0.808 
highlighted         

0.807 
distribute          

0.802 
wide                

0.797 
shield              

0.788 
theatrical          

0.773 
66                  

0.757 
aspect              

0.753 
filter              

0.741 
angles              

42/50

4.6


0.946 
*-1/2               

0.944 
thumb               

0.911 
employ              

0.901 
reflect             

0.868 
meant               

0.803 
outline             

0.781 
opinion             

0.764 
mine                

0.758 
academy             

0.742 
incorrectly         

0.731 
31                  

0.726 
award               

0.714 
infectious          

0.711 
asleep              

0.710 
reassures           

22/50

4.7


0.935 
killings            

0.893 
suspicious          

0.824 
clues               

0.770 
spoiler             

0.740 
serial              

0.725 
taut                

0.723 
homicide            

0.698 
yard                

0.677 
inspector           

0.677 
detect              

0.657 
note                

0.650 
hitchcock           

0.642 
lunatic             

0.619 
diabolical          

0.606 
eye                 

19/50

4.8


0.971 
film-making         

0.955 
film-makers         

0.949 
film-maker          

0.878 
sub-plot            

0.844 
shred               

0.774 
risky               

0.735 
notion              

0.731 
vaguely             

0.714 
afterthought        

0.711 
stanford            

0.707 
improbable          

0.705 
bros                

0.700 
half-hearted        

0.699 
sub-plots           

0.688 
singular            

18/50

5.4


0.996 
subscribe           

0.992 
amc                 

0.992 
email               

0.990 
cinemas             

0.969 
nationwide          

0.954 
week                

0.938 
silicon             

0.912 
send                

0.856 
friday              

0.847 
palpable            

0.831 
dirt                

0.808 
free                

0.779 
recurred            

0.766 
word                

0.756 
valley              

40/50

60.8


0.619 
compliment          

0.599 
subtle              

0.585 
laid                

0.569 
contemplate         

0.555 
wrap                

0.555 
faces               

0.551 
exquisite           

0.538 
texture             

0.537 
bound               

0.523 
toll                

0.522 
overlook            

0.521 
rhythm              

0.512 
ambiguity           

0.509 
upper               

0.497 
doom