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 = 0.1

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=0.100-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/lap0004400.000_topic_model_snapshot

13/25

-49.4


0.796 
obligatory          

0.789 
section             

0.774 
convoluted          

0.774 
colonel             

0.774 
*                   

0.765 
annoy               

0.755 
flat                

0.746 
nonsense            

0.746 
hats                

0.746 
lame                

0.746 
caper               

0.746 
convenient          

0.729 
lack                

0.724 
mess                

0.714 
save                

7/25

-6.3


0.984 
chef                

0.984 
catholic            

0.983 
byrne               

0.978 
north               

0.974 
church              

0.971 
lord                

0.968 
kingdom             

0.968 
niece               

0.963 
soccer              

0.957 
cup                 

0.957 
linger              

0.957 
well-crafted        

0.957 
bureaucrat          

0.957 
india               

0.949 
housekeeper         

12/25

-3.9


0.981 
bottle              

0.970 
apartment           

0.962 
compulsion          

0.962 
therapist           

0.962 
mirror              

0.962 
roses               

0.962 
nyc                 

0.956 
workplace           

0.956 
rocket              

0.956 
poetic              

0.948 
barrier             

0.948 
dylan               

0.948 
forms               

0.948 
unnamed             

0.948 
nuance              

9/25

-3.0


0.991 
judd                

0.990 
jude                

0.987 
lesbian             

0.981 
hart                

0.981 
bullock             

0.978 
cemetery            

0.978 
mutant              

0.975 
extent              

0.975 
choreograph         

0.970 
soar                

0.970 
poverty             

0.963 
christ              

0.963 
95                  

0.963 
doc                 

0.963 
singular            

20/25

-2.8


0.992 
stanford            

0.991 
monty               

0.989 
penn                

0.989 
passage             

0.987 
reiner              

0.985 
ryder               

0.985 
dicaprio            

0.983 
sarandon            

0.979 
quaid               

0.979 
bay                 

0.979 
leonardo            

0.977 
tense               

0.977 
winona              

0.968 
staple              

0.968 
janeane             

5/25

-2.1


0.985 
detect              

0.984 
harper              

0.975 
poison              

0.972 
sutherland          

0.962 
policeman           

0.953 
doctor              

0.951 
lily                

0.951 
gory                

0.948 
thriller            

0.941 
bates               

0.941 
museum              

0.941 
puppet              

0.928 
eleven              

0.924 
anticipate          

0.906 
suspenseful         

16/25

-1.7


0.988 
walken              

0.986 
toro                

0.985 
val                 

0.983 
kilmer              

0.980 
crook               

0.977 
mafia               

0.977 
robbery             

0.975 
duke                

0.958 
trunk               

0.958 
roller              

0.958 
hopper              

0.958 
paused              

0.950 
disguise            

0.950 
turturro            

0.950 
armed               

4/25

-1.0


0.986 
williamson          

0.986 
ford                

0.984 
craven              

0.981 
harrison            

0.980 
earth               

0.974 
torn                

0.974 
fundamental         

0.963 
plague              

0.963 
big-budget          

0.963 
arrow               

0.955 
atom                

0.955 
alarm               

0.955 
rupert              

0.955 
likewise            

0.955 
mortal              

6/25

0.2


0.982 
sebastian           

0.981 
subscribe           

0.967 
pie                 

0.967 
turkey              

0.963 
pink                

0.963 
label               

0.963 
silicon             

0.957 
barrymore           

0.957 
statue              

0.957 
tune                

0.957 
sitcom              

0.951 
erotic              

0.951 
hangs               

0.951 
32                  

0.951 
breakfast           

22/25

0.3


0.981 
meant               

0.977 
christmas           

0.967 
***                 

0.963 
thumb               

0.949 
santa               

0.949 
wright              

0.943 
exhaust             

0.937 
flesh               

0.937 
partial             

0.937 
seriousness         

0.937 
september           

0.937 
painter             

0.937 
agree               

0.937 
*-1/2               

0.928 
hitler              

2/25

0.3


0.983 
baldwin             

0.981 
east                

0.980 
pacino              

0.977 
concert             

0.975 
lighthearted        

0.971 
mississippi         

0.971 
alec                

0.966 
teddy               

0.966 
downey              

0.960 
underwritten        

0.960 
ricci               

0.960 
flee                

0.960 
yard                

0.952 
al                  

0.950 
silliness           

21/25

0.5


0.990 
dinosaur            

0.990 
wang                

0.986 
tiger               

0.985 
robot               

0.977 
li                  

0.973 
muse                

0.973 
cohen               

0.967 
unfamiliar          

0.967 
recipe              

0.956 
agonized            

0.956 
succinct            

0.956 
stability           

0.956 
disjoint            

0.948 
park                

0.941 
chen                

11/25

0.5


0.989 
elect               

0.988 
senate              

0.980 
macy                

0.969 
candid              

0.969 
presidential        

0.961 
articulate          

0.961 
wannabe             

0.961 
tail                

0.961 
enlist              

0.961 
henchman            

0.961 
democrat            

0.961 
bible               

0.960 
kennedy             

0.959 
party               

0.959 
limo                

1/25

0.9


0.993 
collin              

0.991 
paradis             

0.987 
freeman             

0.983 
hatred              

0.981 
fiennes             

0.977 
african             

0.971 
uplifting           

0.971 
racism              

0.971 
racist              

0.971 
sigourney           

0.962 
instinct            

0.959 
tedium              

0.959 
chillingly          

0.959 
employee            

0.950 
schindler           

17/25

0.9


0.994 
dogs                

0.988 
tarantino           

0.985 
reservoir           

0.985 
quentin             

0.981 
porn                

0.979 
stiller             

0.979 
cage                

0.979 
rodriguez           

0.976 
el                  

0.976 
buscemi             

0.967 
norton              

0.967 
guitar              

0.967 
sit-com             

0.967 
morse               

0.959 
vanity              

24/25

1.1


0.960 
1999                

0.960 
farm                

0.951 
drunken             

0.944 
meal                

0.944 
cabin               

0.944 
inherit             

0.944 
spoiler             

0.936 
bath                

0.936 
stress              

0.936 
diary               

0.932 
reserve             

0.924 
jealousy            

0.924 
remainder           

0.924 
selfish             

0.924 
throat              

19/25

1.2


0.991 
jackson             

0.990 
seagal              

0.983 
conspiracy          

0.980 
dunn                

0.980 
murray              

0.978 
russo               

0.975 
alley               

0.972 
sorvino             

0.967 
license             

0.967 
sloppy              

0.967 
cookie              

0.967 
wolfgang            

0.967 
mia                 

0.967 
57                  

0.967 
vengeance           

0/25

1.2


0.986 
disney              

0.983 
voiced              

0.983 
connery             

0.974 
live-action         

0.971 
mouse               

0.968 
canyon              

0.964 
hokey               

0.964 
gadget              

0.964 
dame                

0.960 
trim                

0.958 
9                   

0.954 
grand               

0.953 
mighty              

0.953 
fake                

0.952 
bond                

10/25

1.9


0.988 
gray                

0.986 
supply              

0.984 
doyle               

0.982 
fraser              

0.978 
branagh             

0.975 
australia           

0.971 
site                

0.965 
males               

0.956 
poetry              

0.956 
shatter             

0.956 
wing                

0.952 
height              

0.943 
blade               

0.943 
flees               

0.943 
screenwriting       

14/25

2.2


0.994 
chess               

0.992 
spice               

0.989 
kitchen             

0.988 
baseball            

0.982 
freak               

0.973 
disco               

0.964 
film-making         

0.959 
trace               

0.953 
athlete             

0.947 
alongside           

0.947 
football            

0.947 
boxing              

0.947 
spans               

0.947 
yearn               

0.947 
attribute           

15/25

3.2


0.989 
dillon              

0.988 
las                 

0.985 
saint               

0.975 
mayor               

0.971 
cooper              

0.966 
island              

0.965 
depp                

0.962 
bet                 

0.959 
vegas               

0.957 
robinson            

0.957 
furniture           

0.957 
chemical            

0.957 
spectacle           

0.943 
scottish            

0.943 
stubborn            

18/25

3.4


0.994 
michel              

0.991 
boyle               

0.986 
paris               

0.986 
juliette            

0.983 
liz                 

0.983 
flynn               

0.982 
philippe            

0.982 
altman              

0.980 
pierre              

0.978 
belle               

0.978 
cafe                

0.975 
jacques             

0.967 
jean-pierre         

0.967 
aboard              

0.961 
du                  

23/25

5.2


0.975 
occasional          

0.960 
classification      

0.953 
perspective         

0.951 
primarily           

0.946 
distract            

0.946 
protagonist         

0.943 
individual          

0.943 
define              

0.941 
length              

0.939 
revel               

0.939 
columbia            

0.935 
ratio               

0.931 
ambitious           

0.926 
tears               

0.926 
sorts               

3/25

6.6


0.997 
chan                

0.988 
tucci               

0.985 
arts                

0.985 
squad               

0.979 
mistaken            

0.973 
fierce              

0.969 
iii                 

0.968 
passenger           

0.968 
surgery             

0.967 
farce               

0.962 
twin                

0.954 
spotlight           

0.941 
martial             

0.939 
rude                

0.939 
sales               

8/25

44.9


0.771 
thematic            

0.771 
engross             

0.754 
independent         

0.754 
dare                

0.754 
costner             

0.754 
transit             

0.754 
enhance             

0.754 
convey              

0.734 
compromise          

0.734 
deception           

0.734 
elder               

0.734 
well-known          

0.734 
unpredictable       

0.713 
core                

0.710 
abrupt