LEGEND_NAME = PC_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_v20170929/20171011frombest-mod_name=slda__tf-frac_labels=1.000-n_states=025-alpha=1.0100-tau=1.0100-lambda_w=000.100-init_name=bestauc_gibbs_K025_f1.000-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=1/1/lap0000125.000_topic_model_snapshot

6/25

-17.8


0.959 
*-1/2               

0.954 
laughable           

0.947 
**                  

0.664 
rub                 

0.579 
juvenile            

0.578 
drivel              

0.535 
workplace           

0.507 
dull                

0.451 
worst               

0.429 
resolve             

0.426 
pointless           

0.423 
bare                

0.423 
healthy             

0.412 
tedious             

0.412 
unfunny             

4/25

-7.7


0.984 
trips               

0.884 
suburban            

0.882 
indie               

0.855 
nurse               

0.846 
wealthy             

0.843 
childish            

0.837 
ww11                

0.820 
suburb              

0.815 
nyc                 

0.783 
architect           

0.752 
thrive              

0.749 
favor               

0.743 
raise               

0.731 
satisfactory        

0.731 
surrogate           

21/25

-4.1


0.989 
sub-plot            

0.988 
circa               

0.984 
film-maker          

0.977 
lions               

0.974 
stanford            

0.962 
fragment            

0.949 
cautionary          

0.948 
counsel             

0.946 
film-makers         

0.901 
mpaa                

0.893 
film-making         

0.893 
showy               

0.875 
fundamental         

0.875 
emphasis            

0.865 
moderate            

7/25

-3.1


0.992 
mutant              

0.985 
craven              

0.975 
dimension           

0.960 
nicholson           

0.956 
slasher             

0.948 
vampire             

0.942 
williamson          

0.924 
disease             

0.920 
verge               

0.917 
witch               

0.916 
supernatural        

0.910 
horror              

0.908 
blair               

0.907 
awake               

0.896 
haunt               

3/25

-1.5


0.998 
basketball          

0.991 
coach               

0.991 
mira                

0.989 
campus              

0.989 
school              

0.987 
teacher             

0.979 
game                

0.977 
football            

0.977 
boys                

0.974 
championship        

0.970 
girls               

0.965 
baseball            

0.948 
student             

0.948 
chess               

0.945 
stepfather          

23/25

-1.1


0.997 
carrey              

0.996 
murphy              

0.994 
cusack              

0.993 
gags                

0.989 
whoopi              

0.987 
brook               

0.974 
liar                

0.973 
diego               

0.969 
goldberg            

0.962 
reiner              

0.952 
murray              

0.942 
jokes               

0.938 
ace                 

0.915 
brady               

0.915 
vignettes           

5/25

0.0


0.994 
meant               

0.992 
employ              

0.989 
reflect             

0.986 
thumb               

0.978 
incorrectly         

0.971 
mine                

0.955 
opinion             

0.950 
batman              

0.948 
november            

0.948 
february            

0.917 
minimalist          

0.903 
percent             

0.868 
overly              

0.857 
24                  

0.848 
july                

9/25

0.1


0.997 
kieslowski          

0.997 
krzysztof           

0.996 
pierre              

0.996 
paris               

0.995 
franc               

0.994 
godard              

0.994 
french              

0.994 
philippe            

0.993 
parisian            

0.993 
diary               

0.991 
jacques             

0.991 
denis               

0.991 
michel              

0.985 
alain               

0.981 
luc                 

22/25

0.1


0.998 
tarantino           

0.997 
heist               

0.997 
gangster            

0.994 
toro                

0.993 
vegas               

0.993 
las                 

0.990 
quentin             

0.984 
mob                 

0.981 
dealer              

0.976 
gambler             

0.976 
gang                

0.974 
mobster             

0.968 
robber              

0.959 
casino              

0.951 
del                 

13/25

0.2


0.999 
branagh             

0.999 
shakespeare         

0.998 
romeo               

0.996 
parker              

0.996 
schreiber           

0.996 
liev                

0.996 
juliet              

0.996 
ryder               

0.996 
winona              

0.995 
helena              

0.993 
monty               

0.992 
eve                 

0.988 
fraser              

0.987 
brendan             

0.975 
coppola             

19/25

0.3


0.999 
email               

0.999 
subscribe           

0.999 
silicon             

0.999 
nationwide          

0.998 
send                

0.998 
amc                 

0.995 
friday              

0.993 
cinemas             

0.988 
willy               

0.984 
week                

0.961 
valley              

0.954 
free                

0.952 
letter              

0.938 
clichéd             

0.904 
pervasive           

14/25

0.3


0.998 
chinese             

0.997 
li                  

0.994 
india               

0.993 
communist           

0.991 
spanish             

0.989 
saint               

0.988 
chef                

0.985 
wang                

0.985 
china               

0.974 
cruz                

0.970 
farm                

0.967 
immigrant           

0.966 
indian              

0.965 
gypsy               

0.945 
chen                

10/25

0.5


0.995 
fbi                 

0.994 
travolta            

0.990 
seagal              

0.989 
snipes              

0.971 
cruise              

0.958 
hostage             

0.952 
weaver              

0.941 
cat-and-mouse       

0.919 
elicit              

0.918 
fugit               

0.917 
zone                

0.916 
plane               

0.911 
adrenaline          

0.908 
turbulent           

0.897 
subway              

11/25

0.9


0.998 
bond                

0.998 
space               

0.997 
007                 

0.996 
trek                

0.996 
ship                

0.992 
dinosaur            

0.990 
jurassic            

0.987 
titan               

0.985 
paxton              

0.982 
twister             

0.978 
science             

0.978 
alien               

0.973 
connery             

0.964 
outer               

0.958 
brosnan             

15/25

1.0


0.999 
detect              

0.998 
inspector           

0.998 
murder              

0.992 
serial              

0.988 
chan                

0.958 
double-cross        

0.955 
killer              

0.949 
psycho              

0.945 
powell              

0.942 
killings            

0.936 
police              

0.931 
homicide            

0.904 
jackson             

0.896 
mgm                 

0.849 
hitchcock           

12/25

1.2


0.996 
dicaprio            

0.990 
leonardo            

0.988 
chaplin             

0.977 
jude                

0.972 
regain              

0.969 
hopkin              

0.966 
depp                

0.959 
immortal            

0.951 
von                 

0.949 
mann                

0.944 
master              

0.938 
bates               

0.929 
hardy               

0.911 
immense             

0.904 
torch               

0/25

1.3


0.999 
soldier             

0.997 
holocaust           

0.996 
colonel             

0.995 
col                 

0.995 
nazis               

0.994 
civilian            

0.991 
army                

0.989 
troop               

0.988 
war                 

0.987 
jews                

0.985 
military            

0.977 
camps               

0.968 
patriot             

0.966 
hitler              

0.957 
armor               

24/25

1.5


0.993 
washington          

0.992 
denzel              

0.988 
democrat            

0.979 
trial               

0.976 
courtroom           

0.974 
lawyer              

0.970 
governor            

0.970 
christ              

0.970 
judge               

0.965 
activist            

0.960 
republican          

0.956 
firm                

0.954 
jury                

0.942 
church              

0.940 
catholic            

1/25

2.0


0.996 
ranch               

0.991 
texas               

0.991 
western             

0.991 
paradis             

0.976 
wilder              

0.975 
sonny               

0.971 
dante               

0.967 
costner             

0.962 
town                

0.960 
fix                 

0.945 
reside              

0.941 
horse               

0.941 
mayor               

0.939 
cowboy              

0.935 
barren              

16/25

5.0


0.995 
bullock             

0.993 
wed                 

0.963 
sleepless           

0.951 
baker               

0.949 
meyer               

0.936 
pfeiffer            

0.929 
waits               

0.928 
romantic            

0.918 
irresponsible       

0.915 
chemistry           

0.908 
janeane             

0.898 
seymour             

0.891 
sydney              

0.891 
hunk                

0.862 
affable             

17/25

5.3


0.996 
disney              

0.994 
aladdin             

0.986 
bugs                

0.981 
beast               

0.981 
wizard              

0.979 
christmas           

0.969 
claus               

0.954 
live-action         

0.951 
voiced              

0.943 
walt                

0.938 
santa               

0.909 
cats                

0.899 
animal              

0.899 
basil               

0.869 
lion                

18/25

5.6


0.994 
woody               

0.974 
altman              

0.927 
hand-held           

0.925 
stardom             

0.922 
porn                

0.915 
rear                

0.896 
1980s               

0.881 
band                

0.863 
quiz                

0.857 
documentary         

0.856 
celluloid           

0.856 
spike               

0.849 
broadway            

0.845 
radio               

0.831 
jazz                

20/25

5.7


0.942 
sporadic            

0.935 
tricky              

0.912 
count               

0.910 
pretense            

0.902 
aghast              

0.881 
26                  

0.870 
rampant             

0.854 
nc-17               

0.848 
rent                

0.847 
precise             

0.839 
awry                

0.826 
assemble            

0.818 
stomach             

0.803 
milk                

0.802 
he'd                

8/25

10.6


0.986 
phase               

0.982 
delicious           

0.982 
standout            

0.969 
unforced            

0.947 
effortless          

0.945 
edges               

0.933 
petrified           

0.886 
goldsmith           

0.828 
resume              

0.799 
ratio               

0.772 
lighter             

0.764 
retain              

0.759 
element             

0.752 
motion              

0.746 
inevitable          

2/25

11.1


0.956 
heighten            

0.898 
keen                

0.863 
sibling             

0.695 
uneasy              

0.685 
normal              

0.682 
require             

0.678 
speak               

0.650 
tackle              

0.630 
initial             

0.627 
extreme             

0.619 
booze               

0.609 
parlor              

0.609 
**-1/2              

0.601 
repress             

0.598 
strict