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 = 25.0

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=025-alpha=0.0100-tau=0.0100-lambda_w=0.001-c_svm=100.0-init_name=rand_smooth_background-alg_name=med_lda_gibbs_sampler-n_batches=1/2/lap0003600.000_topic_model_snapshot

10/25

-88.3


0.805 
squad               

0.805 
vietnam             

0.789 
lit                 

0.771 
del                 

0.771 
toro                

0.771 
suicide             

0.771 
sutherland          

0.771 
chamber             

0.771 
pointless           

0.750 
fbi                 

0.750 
increase            

0.750 
pet                 

0.750 
fonda               

0.750 
phillips            

0.739 
jokes               

22/25

-64.6


0.988 
harris              

0.977 
boston              

0.973 
philippe            

0.973 
inane               

0.973 
bullock             

0.969 
leary               

0.966 
unhappy             

0.956 
sheridan            

0.956 
iq                  

0.956 
warrior             

0.956 
closure             

0.956 
camps               

0.956 
statement           

0.956 
sleepy              

0.956 
turbulent           

13/25

-51.3


0.980 
disney              

0.979 
moore               

0.961 
lovable             

0.955 
sings               

0.955 
beast               

0.947 
dame                

0.934 
undoubtedly         

0.934 
mars                

0.934 
asleep              

0.934 
minimal             

0.934 
space               

0.933 
mouse               

0.930 
animal              

0.925 
cartoon             

0.924 
voiced              

18/25

-42.7


0.987 
chef                

0.975 
russian             

0.971 
african             

0.964 
lucky               

0.961 
nazi                

0.960 
phrase              

0.960 
twentieth           

0.954 
priest              

0.950 
feast               

0.950 
supernatural        

0.950 
religion            

0.950 
unfair              

0.950 
sumptuous           

0.950 
chillingly          

0.950 
ruthless            

4/25

-36.8


0.985 
hanks               

0.976 
island              

0.967 
coast               

0.967 
007                 

0.967 
gump                

0.959 
weather             

0.947 
chuck               

0.947 
celluloid           

0.947 
contest             

0.947 
quarter             

0.947 
russia              

0.947 
superlative         

0.947 
harmless            

0.947 
profit              

0.947 
reader              

7/25

-22.0


0.969 
insure              

0.964 
suspicious          

0.957 
make-up             

0.947 
terminally          

0.947 
simultaneous        

0.947 
prince              

0.947 
east                

0.947 
spies               

0.947 
painter             

0.931 
household           

0.931 
dissolves           

0.931 
grief               

0.931 
cornucopia          

0.931 
washington          

0.931 
gut                 

0/25

-21.4


0.972 
marin               

0.972 
rodriguez           

0.968 
doctor              

0.968 
el                  

0.963 
ned                 

0.963 
wound               

0.955 
southern            

0.937 
silent              

0.928 
double-cross        

0.928 
liv                 

0.928 
virgin              

0.928 
worry               

0.928 
lang                

0.928 
ward                

0.928 
throat              

5/25

-14.7


0.983 
mann                

0.982 
porter              

0.978 
saint               

0.976 
mafia               

0.975 
dillon              

0.974 
crowe               

0.953 
whore               

0.953 
mayor               

0.943 
laconic             

0.943 
chorus              

0.943 
blown               

0.925 
prosper             

0.925 
mentor              

0.925 
henchman            

0.925 
gamble              

1/25

-13.3


0.974 
empire              

0.970 
hackman             

0.965 
cloud               

0.958 
oz                  

0.956 
nuclear             

0.956 
reunion             

0.942 
1980                

0.942 
homicide            

0.942 
governor            

0.942 
20th                

0.942 
absent              

0.942 
mimi                

0.922 
despair             

0.916 
outline             

0.916 
03                  

9/25

-11.4


0.988 
camp                

0.968 
barrymore           

0.946 
picks               

0.946 
curious             

0.946 
poetry              

0.940 
eat                 

0.938 
cable               

0.934 
page                

0.929 
hartley             

0.929 
scottish            

0.929 
expand              

0.929 
chronicle           

0.929 
independent         

0.929 
meal                

0.929 
taciturn            

17/25

-8.0


0.967 
santa               

0.961 
smuggle             

0.952 
conduct             

0.952 
destiny             

0.952 
gadget              

0.947 
las                 

0.939 
diamond             

0.936 
cromwell            

0.936 
outsider            

0.936 
unemployed          

0.936 
senior              

0.936 
boundary            

0.936 
demeanor            

0.936 
terminal            

0.936 
institut            

8/25

-5.1


0.963 
rocket              

0.955 
diego               

0.955 
workplace           

0.947 
phil                

0.946 
motel               

0.945 
van                 

0.940 
gus                 

0.940 
bates               

0.938 
fresh               

0.936 
comment             

0.928 
college             

0.923 
subplots            

0.919 
arm                 

0.913 
spars               

0.913 
unnamed             

16/25

8.1


0.985 
tucci               

0.976 
tiger               

0.973 
kong                

0.973 
martial             

0.965 
flynn               

0.965 
looked              

0.964 
hong                

0.958 
squeeze             

0.958 
comedian            

0.958 
arts                

0.948 
li                  

0.932 
wrestle             

0.932 
activist            

0.932 
obscene             

0.932 
bette               

15/25

9.6


0.988 
harper              

0.957 
solve               

0.947 
museum              

0.947 
corps               

0.947 
duncan              

0.940 
hide                

0.931 
exposition          

0.927 
robbin              

0.912 
spot                

0.908 
rise                

0.900 
clone               

0.900 
closet              

0.900 
tied                

0.900 
vital               

0.900 
33                  

19/25

13.9


0.973 
warner              

0.968 
prominent           

0.963 
subscribe           

0.963 
email               

0.953 
mutant              

0.953 
conrad              

0.953 
slapstick           

0.938 
understood          

0.938 
shakespeare         

0.938 
cat                 

0.938 
sundance            

0.938 
27                  

0.917 
amc                 

0.917 
pink                

0.917 
nationwide          

14/25

16.7


0.979 
hopkin              

0.977 
stevens             

0.967 
hors                

0.959 
ryder               

0.959 
merchant            

0.959 
toys                

0.947 
housekeeper         

0.947 
stable              

0.947 
puppet              

0.947 
savor               

0.947 
fragment            

0.947 
winona              

0.922 
stepfather          

0.922 
compose             

0.922 
enthusiast          

3/25

18.0


0.986 
jurassic            

0.981 
spielberg           

0.968 
johnson             

0.962 
robot               

0.953 
watchable           

0.953 
jumps               

0.953 
unpleased           

0.949 
pleasure            

0.948 
essential           

0.938 
russo               

0.938 
overnight           

0.938 
boredom             

0.938 
violate             

0.938 
unsettled           

0.938 
liaison             

23/25

18.5


0.981 
classification      

0.977 
shallow             

0.973 
tarantino           

0.969 
grave               

0.965 
quentin             

0.959 
leonardo            

0.951 
billed              

0.951 
lifestyle           

0.951 
pulp                

0.945 
happiness           

0.944 
avail               

0.939 
extend              

0.939 
basketball          

0.939 
slaughter           

0.939 
woody               

21/25

24.1


0.984 
schwarzenegger      

0.973 
youngster           

0.969 
soccer              

0.964 
cup                 

0.958 
notion              

0.958 
muse                

0.948 
noted               

0.948 
olivier             

0.948 
drunk               

0.948 
satellite           

0.948 
ah                  

0.948 
videotape           

0.948 
st                  

0.944 
china               

0.931 
simplicity          

6/25

27.4


0.990 
collin              

0.982 
beatty              

0.978 
athlete             

0.948 
australia           

0.948 
footage             

0.948 
australian          

0.940 
british             

0.938 
japanese            

0.931 
opts                

0.931 
worship             

0.931 
tense               

0.931 
runner              

0.931 
legendary           

0.931 
warfare             

0.917 
intern              

20/25

46.2


0.890 
capture             

0.874 
influence           

0.864 
gray                

0.864 
separate            

0.864 
reservoir           

0.852 
era                 

0.838 
sentiment           

0.831 
tony                

0.822 
elder               

0.822 
freedom             

0.807 
true                

0.801 
flashbacks          

0.801 
haunt               

0.801 
crack               

0.801 
craft               

11/25

48.6


0.980 
newton              

0.975 
cage                

0.961 
license             

0.951 
miner               

0.951 
deficient           

0.951 
cookie              

0.951 
incapable           

0.947 
gramercy            

0.937 
stretch             

0.936 
evans               

0.936 
befriends           

0.936 
fright              

0.936 
incessant           

0.936 
odyssey             

0.936 
subsequent          

2/25

49.1


0.983 
judd                

0.973 
pacino              

0.970 
dicaprio            

0.956 
threat              

0.956 
baldwin             

0.956 
terrible            

0.956 
keaton              

0.948 
ill                 

0.948 
scenario            

0.948 
tap                 

0.937 
chess               

0.935 
rocky               

0.935 
souls               

0.935 
mode                

0.935 
hal                 

12/25

60.6


0.981 
jude                

0.953 
wright              

0.939 
opinion             

0.930 
meant               

0.920 
25                  

0.911 
freeze              

0.911 
authentic           

0.911 
jobs                

0.911 
winter              

0.911 
october             

0.911 
mick                

0.911 
elite               

0.911 
*                   

0.894 
5                   

0.887 
insight             

24/25

73.6


0.846 
art                 

0.843 
lover               

0.843 
slow                

0.834 
grow                

0.823 
advance             

0.798 
double              

0.798 
throw               

0.798 
witty               

0.798 
altman              

0.785 
opera               

0.782 
considerate         

0.772 
unique              

0.764 
passion             

0.764 
serial              

0.764 
poignant