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 = 25.0

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=025-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=1/2/lap0001700.000_topic_model_snapshot

19/25

-65.5


0.811 
unwatchable         

0.805 
leaden              

0.769 
tedium              

0.763 
uninterested        

0.732 
nonsense            

0.728 
shamelessly         

0.689 
humorless           

0.686 
guts                

0.686 
stilts              

0.680 
appalled            

0.676 
miraculous          

0.675 
redeem              

0.671 
sooner              

0.660 
arouse              

0.658 
drab                

16/25

-6.9


0.992 
michel              

0.990 
jean-pierre         

0.985 
pierre              

0.970 
francois            

0.954 
isabelle            

0.952 
philippe            

0.945 
poet                

0.940 
du                  

0.931 
seduced             

0.924 
publish             

0.922 
poem                

0.899 
parisian            

0.897 
liaison             

0.895 
mistress            

0.894 
jealousy            

2/25

-1.6


0.999 
email               

0.999 
subscribe           

0.999 
chan                

0.998 
amc                 

0.995 
nationwide          

0.993 
cinemas             

0.984 
hong                

0.981 
silicon             

0.961 
martial             

0.947 
send                

0.906 
traps               

0.902 
friday              

0.898 
willy               

0.885 
week                

0.880 
dub                 

24/25

-1.3


0.997 
republican          

0.942 
democrat            

0.938 
boxer               

0.902 
media               

0.901 
delay               

0.900 
candid              

0.899 
presidential        

0.895 
boxing              

0.886 
branch              

0.881 
klein               

0.878 
elect               

0.869 
network             

0.862 
northern            

0.849 
donat               

0.848 
plead               

13/25

-0.8


0.997 
paltrow             

0.996 
gwyneth             

0.968 
sleepless           

0.956 
neurotic            

0.954 
julianne            

0.951 
altman              

0.937 
wives               

0.903 
renew               

0.898 
flirt               

0.895 
slide               

0.892 
tucci               

0.883 
stiller             

0.873 
cheek               

0.873 
estranged           

0.850 
downey              

7/25

-0.5


0.997 
ranch               

0.978 
cowboy              

0.960 
jude                

0.955 
wolves              

0.952 
tribe               

0.950 
rug                 

0.942 
hors                

0.941 
peak                

0.934 
vista               

0.925 
river               

0.910 
swept               

0.896 
fitzgerald          

0.887 
snowy               

0.881 
locals              

0.881 
hardy               

21/25

-0.2


0.996 
heist               

0.995 
toro                

0.986 
mobster             

0.975 
gangster            

0.967 
reservoir           

0.966 
diamond             

0.953 
trainspotting       

0.944 
double-cross        

0.940 
ex-con              

0.936 
casino              

0.934 
del                 

0.932 
loot                

0.931 
pulp                

0.928 
gamble              

0.921 
tarantino           

11/25

0.3


0.968 
concert             

0.958 
sport               

0.952 
coach               

0.949 
league              

0.941 
dancer              

0.928 
bell                

0.923 
chess               

0.922 
basketball          

0.919 
coyote              

0.919 
folk                

0.910 
golf                

0.907 
game                

0.903 
baseball            

0.900 
cup                 

0.885 
championship        

17/25

0.4


0.966 
disney              

0.964 
cats                

0.964 
aladdin             

0.950 
voiced              

0.928 
mile                

0.927 
lion                

0.916 
forest              

0.912 
dog                 

0.889 
awake               

0.873 
voice               

0.873 
live-action         

0.871 
animal              

0.862 
chicken             

0.836 
toys                

0.822 
egg                 

8/25

0.7


0.994 
prosecutor          

0.936 
trial               

0.934 
punish              

0.930 
lawyer              

0.925 
duvall              

0.915 
jury                

0.914 
client              

0.907 
attorney            

0.904 
morse               

0.891 
judged              

0.889 
defend              

0.869 
courtroom           

0.868 
inmate              

0.867 
legal               

0.864 
chamber             

22/25

1.0


0.975 
vampire             

0.963 
serial              

0.962 
scares              

0.961 
psycho              

0.948 
psychic             

0.941 
fright              

0.940 
slasher             

0.915 
hitchcock           

0.915 
macabre             

0.908 
craven              

0.897 
mute                

0.889 
deranged            

0.886 
blair               

0.881 
cemetery            

0.879 
wolf                

4/25

1.5


0.998 
winona              

0.996 
bard                

0.993 
dicaprio            

0.991 
claus               

0.988 
branagh             

0.988 
juliet              

0.987 
romeo               

0.985 
ryder               

0.973 
depp                

0.966 
leonardo            

0.946 
santa               

0.936 
hamlet              

0.918 
shakespearean       

0.918 
christmas           

0.917 
shakespeare         

10/25

1.7


0.969 
alien               

0.958 
trooper             

0.956 
robot               

0.953 
scientific          

0.944 
mars                

0.933 
sci-fi              

0.932 
science             

0.917 
scientist           

0.905 
space               

0.901 
planet              

0.890 
earth               

0.880 
data                

0.848 
titan               

0.839 
monster             

0.838 
solo                

15/25

2.1


0.997 
seagal              

0.996 
007                 

0.954 
explosions          

0.913 
bond                

0.905 
blown               

0.884 
plausibility        

0.884 
suspend             

0.881 
stallone            

0.865 
furious             

0.861 
leaps               

0.849 
suave               

0.849 
tunnel              

0.844 
plane               

0.842 
adrenaline          

0.833 
cia                 

12/25

2.1


0.999 
fiennes             

0.988 
gibson              

0.984 
slave               

0.980 
krzysztof           

0.976 
schindler           

0.969 
kieslowski          

0.961 
african             

0.959 
immortal            

0.950 
buff                

0.942 
mel                 

0.918 
beloved             

0.907 
sweep               

0.899 
plague              

0.883 
virtue              

0.877 
health              

20/25

3.0


0.998 
carrey              

0.976 
dumber              

0.963 
unfunny             

0.937 
devito              

0.927 
brook               

0.893 
idiot               

0.890 
myers               

0.875 
mean-spirited       

0.874 
whoopi              

0.863 
smarter             

0.862 
riot                

0.859 
murphy              

0.854 
fierce              

0.853 
belly               

0.853 
sophomoric          

5/25

3.2


0.992 
film-making         

0.989 
film-maker          

0.988 
film-makers         

0.988 
sub-plot            

0.937 
circa               

0.916 
90                  

0.913 
milieu              

0.877 
one-time            

0.869 
stanford            

0.868 
shred               

0.862 
vaguely             

0.849 
notion              

0.847 
counsel             

0.847 
nod                 

0.846 
wink                

14/25

3.6


0.991 
good-spirited       

0.869 
nominee             

0.830 
8-year-old          

0.828 
hackney             

0.827 
ham                 

0.822 
hair                

0.815 
barks               

0.812 
interchange         

0.811 
breast              

0.804 
underwritten        

0.803 
signature           

0.802 
39                  

0.795 
outfits             

0.795 
hunk                

0.793 
shower              

3/25

3.9


0.965 
accidently          

0.939 
spoiler             

0.897 
poison              

0.860 
beats               

0.839 
palmer              

0.838 
insure              

0.826 
unfaithful          

0.814 
hired               

0.811 
paragraph           

0.786 
trace               

0.786 
meantime            

0.781 
shoots              

0.777 
policeman           

0.770 
rig                 

0.757 
fuller              

1/25

4.0


0.952 
meant               

0.952 
*-1/2               

0.949 
reflect             

0.937 
february            

0.905 
award               

0.893 
employ              

0.885 
unrated             

0.880 
thumb               

0.856 
overpowers          

0.825 
outdoor             

0.819 
opinion             

0.817 
specialty           

0.807 
31                  

0.804 
mine                

0.787 
*                   

23/25

4.2


0.970 
math                

0.954 
girls               

0.942 
bully               

0.941 
roommate            

0.939 
holland             

0.938 
stud                

0.934 
campus              

0.926 
nerdy               

0.923 
guidance            

0.910 
lesbian             

0.908 
jacket              

0.907 
student             

0.901 
heterosexual        

0.901 
17-year-old         

0.899 
substitute          

0/25

4.6


0.994 
col                 

0.986 
civilian            

0.974 
wolfgang            

0.966 
navy                

0.945 
colonel             

0.939 
base                

0.923 
volunteer           

0.915 
duty                

0.911 
troop               

0.902 
soldier             

0.889 
military            

0.876 
patriot             

0.867 
wing                

0.866 
atom                

0.859 
sgt                 

6/25

7.8


0.987 
regime              

0.986 
anti-semite         

0.962 
priest              

0.959 
gypsy               

0.955 
jews                

0.942 
immigrant           

0.932 
pray                

0.927 
holocaust           

0.927 
religion            

0.901 
waves               

0.892 
spiritual           

0.878 
empathize           

0.866 
catholic            

0.855 
poverty             

0.851 
volatile            

18/25

8.5


0.995 
classification      

0.982 
puttnam             

0.971 
one-hundred         

0.965 
tristar             

0.957 
aptitude            

0.953 
avail               

0.948 
ratio               

0.931 
distributor         

0.919 
ingmar              

0.919 
standout            

0.913 
'90s                

0.908 
unforced            

0.891 
petrified           

0.888 
attain              

0.855 
entry               

9/25

56.6


0.789 
weaves              

0.745 
delicate            

0.738 
compliment          

0.727 
subtle              

0.704 
devastated          

0.701 
gaze                

0.687 
everyday            

0.683 
superbly            

0.682 
confide             

0.677 
uplifting           

0.676 
sublime             

0.674 
dedicated           

0.662 
brilliance          

0.662 
lasted              

0.653 
cries