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 = 0.2

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=0.200-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=1/1/lap0000600.000_topic_model_snapshot

20/25

-91.9


0.830 
colonel             

0.759 
unfunny             

0.751 
bore                

0.748 
adams               

0.736 
divert              

0.732 
trite               

0.721 
annoy               

0.721 
downright           

0.716 
flat                

0.697 
collector           

0.691 
lucky               

0.688 
mess                

0.668 
drunk               

0.668 
screenwriting       

0.668 
garbage             

12/25

-17.8


0.974 
stanford            

0.974 
counsel             

0.963 
arc                 

0.963 
90                  

0.956 
sub-plot            

0.956 
winona              

0.956 
vaguely             

0.944 
heavy-handed        

0.944 
subdue              

0.941 
beatty              

0.937 
film-making         

0.935 
mia                 

0.923 
half-hearted        

0.923 
showy               

0.923 
jazz                

15/25

-12.9


0.995 
mutant              

0.983 
jurassic            

0.972 
mars                

0.969 
alien               

0.968 
gates               

0.961 
muse                

0.960 
dinosaur            

0.947 
palmer              

0.946 
science             

0.946 
wells               

0.942 
robot               

0.939 
sci-fi              

0.930 
lab                 

0.926 
scientist           

0.924 
atom                

4/25

-12.2


0.986 
mamet               

0.983 
republican          

0.983 
weaver              

0.981 
seagal              

0.980 
democrat            

0.979 
sigourney           

0.978 
courtroom           

0.973 
downey              

0.969 
tabloid             

0.961 
compromise          

0.954 
presidential        

0.947 
francois            

0.944 
governor            

0.943 
trial               

0.943 
uplifting           

10/25

-10.5


0.980 
***                 

0.965 
sebastian           

0.960 
****                

0.955 
*-1/2               

0.950 
thumb               

0.949 
'em                 

0.940 
26                  

0.935 
incorrectly         

0.935 
frontal             

0.929 
**                  

0.928 
aged                

0.928 
cuss                

0.928 
canyon              

0.926 
**-1/2              

0.920 
19                  

19/25

-10.1


0.993 
las                 

0.991 
doc                 

0.990 
tribe               

0.974 
golf                

0.970 
theron              

0.967 
scottish            

0.963 
charlize            

0.960 
pal                 

0.951 
requisite           

0.951 
moriarty            

0.938 
duncan              

0.937 
breathtaking        

0.936 
dub                 

0.936 
vista               

0.936 
leg                 

5/25

-8.4


0.992 
porter              

0.978 
robbery             

0.973 
double-cross        

0.969 
underworld          

0.965 
limo                

0.959 
fargo               

0.954 
feather             

0.953 
rolls               

0.952 
fatale              

0.940 
roads               

0.940 
disillusioned       

0.934 
mob                 

0.925 
sleaze              

0.925 
muscle              

0.925 
el                  

24/25

-6.6


0.981 
heterosexual        

0.980 
ballet              

0.973 
dates               

0.970 
amateurish          

0.969 
stiller             

0.966 
retorts             

0.964 
ladies              

0.959 
roommate            

0.956 
ridicules           

0.953 
equate              

0.948 
graduate            

0.942 
stereotypical       

0.942 
skirt               

0.928 
hypocrite           

0.925 
conceal             

3/25

-6.6


0.992 
chef                

0.987 
kieslowski          

0.981 
ranch               

0.973 
keitel              

0.963 
rides               

0.963 
cursed              

0.953 
judicial            

0.952 
ripe                

0.947 
chinese             

0.946 
wang                

0.944 
crave               

0.942 
custom              

0.940 
hustler             

0.938 
unfamiliar          

0.929 
harmony             

13/25

-6.3


0.985 
fiennes             

0.973 
vietnam             

0.971 
navy                

0.971 
fires               

0.970 
o'neil              

0.970 
lieutenant          

0.962 
tunnel              

0.961 
soldier             

0.958 
base                

0.956 
agency              

0.955 
col                 

0.946 
civilian            

0.944 
depicts             

0.940 
quiz                

0.932 
defeat              

18/25

-6.2


0.992 
pierre              

0.981 
italy               

0.969 
luc                 

0.961 
isabelle            

0.949 
overbearing         

0.944 
jealousy            

0.939 
live-in             

0.939 
barrier             

0.937 
du                  

0.926 
otto                

0.926 
trace               

0.925 
frederic            

0.917 
french              

0.913 
franc               

0.912 
lover               

6/25

1.4


0.985 
harper              

0.981 
servant             

0.968 
donovan             

0.964 
fright              

0.954 
inspector           

0.949 
policeman           

0.935 
20th                

0.931 
motorcycle          

0.926 
toler               

0.918 
suspect             

0.917 
bath                

0.912 
1951                

0.910 
surgeon             

0.910 
1940                

0.867 
cream               

11/25

2.7


0.988 
monty               

0.979 
burke               

0.968 
miami               

0.967 
trainspotting       

0.964 
scares              

0.963 
judd                

0.958 
norm                

0.958 
cookie              

0.958 
flatulence          

0.958 
acid                

0.950 
overblown           

0.950 
reunion             

0.946 
breakfast           

0.945 
televised           

0.939 
bat                 

14/25

3.4


0.993 
collin              

0.992 
sonny               

0.990 
scorsese            

0.981 
racist              

0.980 
pacino              

0.978 
african             

0.970 
church              

0.970 
roth                

0.963 
prejudice           

0.956 
condemn             

0.956 
schindler           

0.953 
protest             

0.946 
grabs               

0.932 
rap                 

0.929 
believability       

0/25

3.7


0.993 
carpenter           

0.993 
vampire             

0.992 
spike               

0.991 
costner             

0.976 
doyle               

0.973 
denzel              

0.973 
rapaport            

0.968 
phoenix             

0.967 
garner              

0.966 
kit                 

0.966 
nicholson           

0.963 
kane                

0.960 
twister             

0.957 
1963                

0.947 
circa               

17/25

3.9


0.989 
tucci               

0.980 
anonymity           

0.980 
travolta            

0.975 
cap                 

0.955 
suicidal            

0.953 
alley               

0.948 
'60s                

0.942 
screwball           

0.942 
sid                 

0.942 
keaton              

0.940 
model               

0.934 
egg                 

0.934 
semblance           

0.924 
gibson              

0.916 
yorker              

8/25

13.9


0.986 
email               

0.978 
desolate            

0.971 
silicon             

0.965 
brags               

0.962 
cinemas             

0.958 
send                

0.957 
amc                 

0.957 
scam                

0.949 
subscribe           

0.948 
nationwide          

0.945 
wakes               

0.938 
shirt               

0.923 
week                

0.920 
friday              

0.916 
barber              

7/25

14.3


0.974 
ingmar              

0.972 
classification      

0.953 
ratio               

0.950 
fierce              

0.945 
puttnam             

0.945 
godard              

0.940 
standout            

0.940 
behind-the-scenes   

0.932 
jean-luc            

0.924 
incest              

0.912 
tangent             

0.912 
comprise            

0.912 
unwanted            

0.912 
viewpoint           

0.912 
'50s                

21/25

15.1


0.995 
spice               

0.987 
berlin              

0.975 
east                

0.971 
renown              

0.971 
wings               

0.961 
manifest            

0.960 
28                  

0.959 
guitar              

0.959 
concert             

0.945 
bone                

0.936 
convert             

0.925 
musician            

0.922 
1969                

0.919 
climb               

0.912 
rock                

1/25

22.8


0.973 
dragon              

0.973 
voiced              

0.963 
babe                

0.956 
disney              

0.945 
aladdin             

0.917 
wizard              

0.874 
trait               

0.856 
bug                 

0.818 
christmas           

0.806 
shortcomings        

0.793 
simpler             

0.769 
forgettable         

0.761 
brady               

0.736 
westerns            

0.734 
dazzle              

16/25

27.9


0.977 
ship                

0.977 
chuck               

0.976 
faster              

0.976 
row                 

0.976 
buck                

0.972 
o'connor            

0.969 
board               

0.965 
ill-advised         

0.965 
titan               

0.961 
paxton              

0.954 
ordeal              

0.934 
roller              

0.933 
1947                

0.933 
thespian            

0.932 
crash               

2/25

31.0


0.993 
dicaprio            

0.990 
leonardo            

0.989 
basketball          

0.984 
nolte               

0.982 
soccer              

0.965 
bruno               

0.965 
gothic              

0.965 
mccarthy            

0.965 
skull               

0.958 
teacher             

0.954 
trips               

0.947 
coach               

0.941 
unsympathetic       

0.941 
shootout            

0.930 
glow                

9/25

38.3


0.994 
connery             

0.991 
007                 

0.985 
willy               

0.981 
stevens             

0.972 
burt                

0.970 
seymour             

0.965 
myers               

0.958 
bond                

0.957 
outfits             

0.953 
moore               

0.946 
boris               

0.945 
mr                  

0.929 
1962                

0.915 
seller              

0.909 
gadget              

22/25

55.4


0.799 
crisp               

0.768 
liz                 

0.756 
urban               

0.742 
tragedy             

0.708 
abrupt              

0.704 
european            

0.703 
draws               

0.701 
celebrate           

0.688 
thought-provoking   

0.688 
nazis               

0.687 
complex             

0.686 
challenge           

0.674 
doubt               

0.673 
journal             

0.666 
focal               

23/25

94.3


0.972 
schwarzenegger      

0.970 
ford                

0.961 
russo               

0.954 
roses               

0.949 
keanu               

0.943 
helicopter          

0.941 
slater              

0.941 
rhames              

0.927 
ving                

0.925 
levy                

0.925 
suburb              

0.925 
missile             

0.917 
henchman            

0.911 
fighter             

0.911 
well-written