LEGEND_NAME = Gibbs_LDA

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=0.1000-tau=0.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=mallet_gibbs_sampler-n_batches=1/8/lap0005500.000_topic_model_snapshot

6/25

-10.2


0.997 
schwarzenegger      

0.990 
feeble              

0.909 
unintentional       

0.896 
griffith            

0.874 
retread             

0.856 
moronic             

0.835 
ranger              

0.827 
lifeless            

0.826 
one-liners          

0.826 
uninspired          

0.826 
generic             

0.819 
downhill            

0.818 
ranks               

0.818 
requisite           

0.817 
banal               

7/25

-9.7


0.997 
blair               

0.997 
williamson          

0.997 
craven              

0.981 
crow                

0.980 
vampire             

0.968 
psychic             

0.951 
supernatural        

0.944 
halloween           

0.941 
caine               

0.923 
slasher             

0.917 
invisible           

0.912 
ghost               

0.904 
macabre             

0.900 
carpenter           

0.900 
hollow              

0/25

-4.8


0.998 
holocaust           

0.996 
navy                

0.996 
ww11                

0.995 
anti-semite         

0.993 
fascist             

0.993 
jews                

0.989 
nazis               

0.988 
camps               

0.986 
soldier             

0.982 
col                 

0.973 
troop               

0.973 
fought              

0.973 
colonel             

0.971 
civilian            

0.943 
jew                 

23/25

-4.2


0.999 
gags                

0.998 
carrey              

0.996 
reiner              

0.995 
whoopi              

0.993 
irreverent          

0.993 
dumber              

0.990 
flatulence          

0.989 
sophomoric          

0.962 
brady               

0.943 
spoof               

0.931 
myers               

0.930 
humorless           

0.923 
funnier             

0.921 
goldberg            

0.908 
murray              

4/25

-3.1


0.998 
runtime             

0.984 
spoiler             

0.982 
accidently          

0.979 
workplace           

0.977 
permission          

0.977 
thusly              

0.977 
onscreen            

0.970 
upper-class         

0.930 
childish            

0.901 
nyc                 

0.845 
despondent          

0.841 
anymore             

0.831 
articulate          

0.825 
sterling            

0.807 
phony               

20/25

-2.5


0.982 
good-spirited       

0.974 
nominee             

0.971 
admonishes          

0.971 
brags               

0.966 
wow                 

0.965 
glued               

0.959 
moviegoers          

0.959 
unprintable         

0.958 
cornucopia          

0.954 
barks               

0.950 
size                

0.853 
replied             

0.847 
reassures           

0.833 
nc-17               

0.804 
make-up             

10/25

-2.0


0.998 
seagal              

0.997 
stallone            

0.997 
snipes              

0.996 
keanu               

0.946 
adrenaline          

0.942 
everyman            

0.936 
fbi                 

0.923 
harrison            

0.858 
reeves              

0.847 
jet                 

0.838 
fugit               

0.833 
internet            

0.833 
speed               

0.820 
non-existent        

0.819 
conspiracy          

5/25

0.0


0.969 
thumb               

0.952 
reflect             

0.944 
**                  

0.937 
meant               

0.934 
*-1/2               

0.906 
afterall            

0.902 
mine                

0.895 
december            

0.893 
february            

0.890 
29                  

0.878 
***-1/2             

0.866 
employ              

0.852 
overpowers          

0.849 
opinion             

0.848 
iq                  

21/25

0.5


0.996 
counsel             

0.993 
film-making         

0.991 
film-maker          

0.990 
film-makers         

0.989 
sub-plot            

0.984 
sub-plots           

0.981 
slow-motion         

0.978 
circa               

0.976 
conceit             

0.975 
ounce               

0.900 
shred               

0.897 
priceless           

0.894 
stanford            

0.870 
bros                

0.865 
sluggish            

17/25

1.8


1.000 
disney              

0.997 
live-action         

0.996 
claus               

0.996 
aladdin             

0.975 
walt                

0.964 
santa               

0.936 
cats                

0.922 
animal              

0.917 
lion                

0.912 
ages                

0.875 
circus              

0.867 
babe                

0.860 
nefarious           

0.853 
voiced              

0.840 
wells               

22/25

1.8


0.998 
casino              

0.998 
quentin             

0.998 
niro                

0.997 
heist               

0.996 
toro                

0.996 
mobster             

0.992 
marijuana           

0.991 
shootout            

0.990 
tarantino           

0.988 
ex-con              

0.965 
loot                

0.961 
gangster            

0.942 
robbery             

0.939 
gambler             

0.933 
mafia               

2/25

2.1


0.992 
loss                

0.986 
outsider            

0.980 
meaningful          

0.978 
wrench              

0.976 
introspection       

0.976 
uplifting           

0.976 
homosexuality       

0.971 
cautionary          

0.970 
meditate            

0.969 
freely              

0.969 
heartbreak          

0.968 
intellect           

0.967 
decay               

0.967 
simplicity          

0.966 
mourn               

15/25

2.3


0.998 
inspector           

0.996 
homicide            

0.951 
detect              

0.940 
powell              

0.920 
killings            

0.911 
flees               

0.888 
fatale              

0.888 
serial              

0.848 
murder              

0.831 
hitchcock           

0.812 
blink               

0.806 
diabolical          

0.798 
femme               

0.788 
police              

0.778 
sutherland          

9/25

3.3


0.999 
denis               

0.999 
pierre              

0.999 
michel              

0.998 
leary               

0.998 
krzysztof           

0.997 
philippe            

0.997 
isabelle            

0.996 
alain               

0.990 
kieslowski          

0.982 
luc                 

0.980 
francois            

0.975 
diary               

0.974 
paris               

0.973 
parisian            

0.962 
french              

13/25

3.5


0.999 
branagh             

0.998 
juliet              

0.998 
romeo               

0.998 
tucci               

0.998 
rupert              

0.998 
helena              

0.998 
ryder               

0.997 
schreiber           

0.997 
liev                

0.997 
winona              

0.977 
shakespeare         

0.972 
bard                

0.964 
brendan             

0.962 
monty               

0.959 
fraser              

24/25

3.7


0.998 
mamet               

0.997 
denzel              

0.995 
republican          

0.994 
democrat            

0.993 
activist            

0.992 
prosecutor          

0.959 
governor            

0.951 
legal               

0.947 
courtroom           

0.929 
attorney            

0.929 
catholic            

0.906 
christ              

0.904 
judge               

0.898 
sales               

0.874 
inmate              

3/25

3.8


0.999 
basketball          

0.997 
sorvino             

0.997 
campus              

0.997 
mira                

0.995 
championship        

0.986 
football            

0.978 
math                

0.971 
coach               

0.969 
baseball            

0.949 
bully               

0.944 
classmate           

0.911 
teens               

0.903 
grade               

0.896 
school              

0.871 
student             

1/25

3.8


0.997 
ranch               

0.995 
fort                

0.994 
wolves              

0.987 
farmer              

0.986 
costner             

0.959 
cowboy              

0.951 
roads               

0.937 
thornton            

0.929 
texas               

0.909 
sheriff             

0.896 
locals              

0.893 
county              

0.881 
hors                

0.863 
wilder              

0.862 
sonny               

16/25

4.0


0.996 
paltrow             

0.995 
gwyneth             

0.994 
marisa              

0.993 
sleepless           

0.988 
liv                 

0.986 
julianne            

0.968 
seattle             

0.957 
heterosexual        

0.952 
gay                 

0.896 
perky               

0.895 
philandering        

0.852 
maguire             

0.849 
homosexual          

0.835 
lesbian             

0.828 
downey              

14/25

4.0


0.998 
china               

0.998 
chen                

0.997 
india               

0.996 
chef                

0.995 
peasant             

0.983 
wang                

0.955 
chinese             

0.949 
japan               

0.935 
poetry              

0.916 
poet                

0.900 
gypsy               

0.881 
immigrant           

0.847 
chocolate           

0.837 
scent               

0.826 
feast               

8/25

4.0


0.999 
distributor         

0.997 
classification      

0.992 
ingmar              

0.988 
puttnam             

0.985 
one-hundred         

0.984 
godard              

0.980 
'80s                

0.980 
underused           

0.976 
tristar             

0.976 
offspring           

0.971 
aptitude            

0.963 
ratio               

0.961 
likewise            

0.930 
bergman             

0.921 
well-written        

19/25

5.4


0.999 
email               

0.999 
subscribe           

0.999 
silicon             

0.998 
amc                 

0.998 
theron              

0.998 
charlize            

0.993 
nationwide          

0.974 
willy               

0.964 
friday              

0.953 
clichéd             

0.952 
cinemas             

0.942 
week                

0.937 
2001                

0.931 
mail                

0.906 
valley              

11/25

5.8


0.998 
robot               

0.997 
007                 

0.997 
brosnan             

0.996 
trooper             

0.996 
outer               

0.994 
underwater          

0.982 
jurassic            

0.969 
mars                

0.941 
space               

0.935 
trek                

0.934 
gadget              

0.929 
kilmer              

0.909 
alien               

0.907 
bond                

0.902 
ship                

18/25

6.0


0.999 
woody               

0.996 
cookie              

0.978 
turturro            

0.951 
altman              

0.914 
documentary         

0.904 
norton              

0.903 
grainy              

0.893 
stardom             

0.889 
clips               

0.886 
concert             

0.884 
tribute             

0.853 
kansas              

0.852 
miner               

0.847 
disco               

0.829 
musician            

12/25

8.2


0.998 
jude                

0.997 
leonardo            

0.987 
fiennes             

0.983 
dicaprio            

0.953 
merchant            

0.945 
restore             

0.929 
von                 

0.903 
piano               

0.894 
playwright          

0.890 
kane                

0.872 
african             

0.868 
liam                

0.863 
immortal            

0.859 
wilkinson           

0.847 
canvas