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 = 0.2

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=0.1000-tau=0.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=mallet_gibbs_sampler-n_batches=1/8/lap0004900.000_topic_model_snapshot

6/25

-10.9


0.997 
schwarzenegger      

0.995 
sheen               

0.990 
feeble              

0.988 
indiana             

0.983 
griffith            

0.892 
retread             

0.858 
lackluster          

0.846 
mtv                 

0.794 
hackney             

0.787 
moronic             

0.781 
milk                

0.780 
gibson              

0.776 
downright           

0.775 
box-office          

0.772 
previews            

7/25

-3.4


0.998 
vampire             

0.997 
caine               

0.997 
blair               

0.997 
craven              

0.997 
crow                

0.996 
cemetery            

0.982 
supernatural        

0.978 
halloween           

0.958 
carpenter           

0.954 
williamson          

0.943 
psychic             

0.931 
witch               

0.908 
lab                 

0.903 
ghost               

0.897 
horror              

4/25

-2.7


0.998 
runtime             

0.991 
nyc                 

0.984 
spoiler             

0.984 
paragraph           

0.982 
childish            

0.982 
accidently          

0.979 
workplace           

0.979 
revolt              

0.977 
thusly              

0.970 
upper-class         

0.850 
articulate          

0.840 
anymore             

0.830 
novelist            

0.802 
despondent          

0.797 
onscreen            

22/25

-1.1


0.999 
gangster            

0.998 
casino              

0.997 
heist               

0.996 
toro                

0.995 
gambler             

0.988 
ex-con              

0.986 
tarantino           

0.961 
mobster             

0.948 
niro                

0.939 
robbery             

0.938 
taxi                

0.926 
pimp                

0.910 
mob                 

0.907 
trainspotting       

0.903 
penn                

20/25

-0.7


0.976 
retorts             

0.975 
canonical           

0.974 
nominee             

0.971 
brags               

0.960 
unprintable         

0.958 
cornucopia          

0.955 
barks               

0.915 
32                  

0.914 
good-spirited       

0.895 
underwear           

0.817 
whisper             

0.806 
admonishes          

0.794 
kit                 

0.790 
replied             

0.759 
28                  

21/25

-0.4


0.996 
stanford            

0.993 
film-making         

0.991 
film-maker          

0.990 
film-makers         

0.989 
sub-plot            

0.985 
sub-plots           

0.983 
sluggish            

0.979 
shred               

0.978 
circa               

0.976 
half-hearted        

0.954 
counsel             

0.950 
vaguely             

0.866 
95                  

0.841 
bros                

0.756 
sketchy             

19/25

-0.1


1.000 
email               

0.999 
subscribe           

0.999 
silicon             

0.999 
friday              

0.999 
amc                 

0.998 
theron              

0.998 
cinemas             

0.998 
charlize            

0.995 
nationwide          

0.943 
2001                

0.942 
willy               

0.932 
week                

0.919 
valley              

0.915 
letter              

0.910 
desolate            

23/25

-0.1


0.998 
carrey              

0.995 
whoopi              

0.994 
spoof               

0.993 
brady               

0.992 
dumber              

0.990 
flatulence          

0.988 
sophomoric          

0.977 
murray              

0.977 
reiner              

0.967 
liar                

0.941 
gags                

0.922 
cusack              

0.918 
funnier             

0.912 
humorless           

0.901 
myers               

3/25

-0.0


0.997 
sorvino             

0.997 
campus              

0.995 
basketball          

0.981 
football            

0.958 
coach               

0.955 
school              

0.945 
baseball            

0.940 
teens               

0.933 
bully               

0.917 
student             

0.914 
classmate           

0.897 
teacher             

0.897 
guidance            

0.881 
12-year-old         

0.875 
soccer              

11/25

0.2


0.998 
jurassic            

0.997 
007                 

0.995 
outer               

0.990 
robot               

0.985 
underwater          

0.979 
mars                

0.962 
planet              

0.960 
voyage              

0.945 
space               

0.934 
gadget              

0.934 
brosnan             

0.928 
aboard              

0.914 
alien               

0.910 
trooper             

0.908 
batman              

5/25

1.1


0.996 
***-1/2             

0.995 
*-1/2               

0.994 
*                   

0.988 
afterall            

0.946 
reflect             

0.932 
meant               

0.926 
february            

0.922 
thumb               

0.903 
mine                

0.901 
**                  

0.886 
50s                 

0.879 
employ              

0.874 
29                  

0.852 
december            

0.820 
gump                

10/25

1.4


0.998 
seagal              

0.997 
stallone            

0.997 
snipes              

0.974 
adrenaline          

0.951 
cat-and-mouse       

0.950 
keanu               

0.943 
fbi                 

0.875 
conspiracy          

0.842 
elusive             

0.838 
harrison            

0.829 
defies              

0.820 
runaway             

0.816 
travolta            

0.813 
fugit               

0.813 
reeves              

15/25

1.5


0.993 
fatale              

0.991 
inspector           

0.975 
homicide            

0.944 
blackmail           

0.911 
detect              

0.897 
serial              

0.891 
psychopath          

0.868 
blink               

0.857 
killings            

0.850 
suspicion           

0.837 
powell              

0.837 
police              

0.798 
murder              

0.789 
flees               

0.782 
walsh               

14/25

1.6


0.997 
chen                

0.997 
wang                

0.991 
china               

0.981 
india               

0.979 
chef                

0.973 
immigrant           

0.967 
poet                

0.933 
chinese             

0.919 
poetry              

0.908 
japan               

0.896 
joyous              

0.889 
intolerant          

0.871 
feast               

0.858 
gypsy               

0.849 
spanish             

0/25

1.6


0.999 
soldier             

0.998 
colonel             

0.996 
camps               

0.996 
navy                

0.995 
civilian            

0.995 
jews                

0.993 
nazis               

0.988 
holocaust           

0.983 
col                 

0.976 
troop               

0.963 
fascist             

0.951 
anti-semite         

0.932 
ww11                

0.900 
patriot             

0.893 
nazi                

9/25

1.9


0.999 
kieslowski          

0.999 
michel              

0.998 
krzysztof           

0.997 
cafe                

0.997 
isabelle            

0.996 
alain               

0.996 
parisian            

0.993 
pierre              

0.986 
paris               

0.984 
francois            

0.976 
ballet              

0.973 
philippe            

0.972 
french              

0.968 
luc                 

0.958 
jacques             

1/25

1.9


0.998 
thornton            

0.997 
ranch               

0.994 
wolves              

0.968 
farmer              

0.967 
cowboy              

0.967 
towns               

0.921 
sheriff             

0.921 
railroad            

0.896 
costner             

0.870 
aidan               

0.866 
liquor              

0.856 
locals              

0.856 
fort                

0.851 
sonny               

0.851 
mexican             

16/25

1.9


0.997 
julianne            

0.996 
paltrow             

0.995 
gwyneth             

0.994 
liv                 

0.994 
sleepless           

0.993 
heterosexual        

0.988 
marisa              

0.967 
maguire             

0.945 
philandering        

0.932 
gay                 

0.900 
affleck             

0.858 
tentative           

0.836 
seduce              

0.831 
perky               

0.826 
effortless          

8/25

2.3


0.999 
distributor         

0.997 
classification      

0.996 
ratio               

0.992 
ingmar              

0.988 
puttnam             

0.985 
one-hundred         

0.977 
well-written        

0.977 
tristar             

0.947 
66                  

0.896 
85                  

0.881 
attain              

0.865 
aptitude            

0.861 
point-of-view       

0.857 
ninety              

0.856 
underused           

24/25

3.1


0.997 
courtroom           

0.997 
denzel              

0.994 
democrat            

0.993 
activist            

0.993 
inmate              

0.992 
prosecutor          

0.962 
republican          

0.955 
legal               

0.936 
judge               

0.927 
hypocrisy           

0.923 
mamet               

0.921 
attorney            

0.903 
lawyer              

0.900 
jury                

0.899 
advocate            

17/25

3.3


1.000 
disney              

0.997 
live-action         

0.996 
aladdin             

0.990 
cats                

0.968 
claus               

0.957 
santa               

0.951 
oz                  

0.943 
animal              

0.923 
lion                

0.915 
walt                

0.901 
babe                

0.887 
voiced              

0.886 
circus              

0.856 
jungle              

0.846 
darn                

12/25

3.3


0.998 
fiennes             

0.998 
dicaprio            

0.983 
leonardo            

0.968 
jude                

0.959 
restore             

0.949 
rome                

0.908 
kane                

0.899 
von                 

0.893 
canvas              

0.888 
hopkin              

0.879 
piano               

0.874 
phoenix             

0.853 
merchant            

0.836 
scholar             

0.822 
slave               

18/25

3.3


0.998 
concert             

0.997 
turturro            

0.969 
altman              

0.965 
cookie              

0.944 
pizza               

0.942 
woody               

0.941 
miner               

0.937 
grainy              

0.936 
documentary         

0.880 
kansas              

0.869 
clips               

0.853 
porn                

0.846 
jazz                

0.842 
band                

0.841 
odyssey             

13/25

3.8


0.999 
branagh             

0.999 
fraser              

0.999 
juliet              

0.998 
romeo               

0.998 
tucci               

0.998 
coppola             

0.998 
rupert              

0.998 
helena              

0.998 
ryder               

0.997 
posey               

0.997 
schreiber           

0.997 
liev                

0.997 
winona              

0.983 
shakespeare         

0.977 
hamlet              

2/25

4.0


0.982 
grief               

0.980 
implicated          

0.978 
psych               

0.978 
illusion            

0.978 
wrench              

0.976 
pity                

0.976 
deliberate          

0.976 
introspection       

0.972 
resent              

0.971 
cautionary          

0.969 
meditate            

0.968 
intellect           

0.967 
simplicity          

0.967 
decay               

0.966 
companionship