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 = 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_v20170929/20170930-mod_name=slda__np-frac_labels=1.000-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/lap0005600.000_topic_model_snapshot

6/25

-11.8


0.997 
schwarzenegger      

0.995 
griffith            

0.985 
retread             

0.911 
unintentional       

0.893 
quaid               

0.875 
feeble              

0.839 
ranks               

0.834 
gibson              

0.831 
indiana             

0.830 
uninspired          

0.828 
sinks               

0.826 
lifeless            

0.825 
banal               

0.818 
cohen               

0.807 
lackluster          

4/25

-2.5


0.985 
spoiler             

0.982 
accidently          

0.977 
thusly              

0.977 
onscreen            

0.970 
upper-class         

0.968 
runtime             

0.966 
articulate          

0.960 
workplace           

0.940 
fuller              

0.919 
vulgar              

0.879 
nyc                 

0.871 
noted               

0.843 
anymore             

0.824 
whore               

0.823 
paragraph           

23/25

-1.9


0.996 
reiner              

0.995 
whoopi              

0.988 
sophomoric          

0.988 
brady               

0.987 
carrey              

0.979 
murray              

0.973 
dumber              

0.970 
funnier             

0.969 
unfunny             

0.959 
gags                

0.947 
spoof               

0.946 
irreverent          

0.943 
goldberg            

0.926 
myers               

0.908 
jokes               

3/25

-1.8


0.997 
sorvino             

0.997 
campus              

0.997 
mira                

0.994 
basketball          

0.985 
football            

0.964 
coach               

0.957 
classmate           

0.953 
teacher             

0.952 
math                

0.949 
school              

0.915 
soccer              

0.907 
pupil               

0.888 
athlete             

0.886 
bully               

0.883 
girls               

7/25

-1.8


0.997 
blair               

0.997 
craven              

0.997 
crow                

0.985 
caine               

0.973 
vampire             

0.966 
halloween           

0.965 
nicholson           

0.950 
psychic             

0.946 
supernatural        

0.938 
williamson          

0.931 
scares              

0.915 
macabre             

0.911 
slasher             

0.908 
invisible           

0.906 
lab                 

19/25

-0.5


0.999 
email               

0.999 
subscribe           

0.999 
silicon             

0.998 
amc                 

0.998 
theron              

0.998 
cinemas             

0.998 
charlize            

0.995 
nationwide          

0.974 
2001                

0.948 
friday              

0.941 
valley              

0.939 
week                

0.930 
letter              

0.930 
mail                

0.920 
send                

22/25

-0.3


0.999 
gangster            

0.998 
tarantino           

0.998 
casino              

0.997 
heist               

0.996 
toro                

0.996 
taxi                

0.995 
reservoir           

0.991 
shootout            

0.991 
boyz                

0.988 
del                 

0.968 
robbery             

0.944 
quentin             

0.937 
gambler             

0.922 
penn                

0.919 
mobster             

9/25

-0.0


0.999 
kieslowski          

0.999 
denis               

0.999 
pierre              

0.999 
michel              

0.998 
leary               

0.998 
krzysztof           

0.997 
philippe            

0.997 
paris               

0.997 
luc                 

0.997 
isabelle            

0.996 
alain               

0.995 
parisian            

0.984 
cafe                

0.979 
jean-pierre         

0.965 
diary               

21/25

0.0


0.996 
counsel             

0.996 
stanford            

0.993 
film-making         

0.991 
film-maker          

0.990 
film-makers         

0.989 
sub-plot            

0.984 
sub-plots           

0.978 
circa               

0.976 
conceit             

0.976 
half-hearted        

0.912 
gimmick             

0.897 
shred               

0.879 
90                  

0.829 
showy               

0.798 
off-beat            

13/25

0.2


0.999 
shakespeare         

0.999 
branagh             

0.998 
juliet              

0.998 
romeo               

0.998 
helena              

0.998 
kline               

0.997 
posey               

0.997 
liev                

0.997 
schreiber           

0.997 
winona              

0.985 
ryder               

0.963 
rupert              

0.943 
bard                

0.940 
shakespearean       

0.939 
monty               

5/25

0.3


0.995 
*-1/2               

0.964 
rewrite             

0.957 
**                  

0.948 
***-1/2             

0.946 
meant               

0.943 
reflect             

0.926 
thumb               

0.917 
december            

0.905 
mine                

0.904 
employ              

0.904 
afterall            

0.887 
cuss                

0.877 
opinion             

0.863 
january             

0.849 
overpowers          

20/25

0.4


0.990 
kit                 

0.982 
good-spirited       

0.974 
nominee             

0.971 
admonishes          

0.970 
brags               

0.968 
underwritten        

0.964 
roar                

0.957 
cornucopia          

0.956 
05                  

0.954 
barks               

0.934 
32                  

0.879 
retorts             

0.854 
nc-17               

0.838 
ridicules           

0.835 
36                  

10/25

0.4


0.997 
snipes              

0.996 
keanu               

0.979 
reeves              

0.976 
seagal              

0.971 
stallone            

0.964 
harrison            

0.921 
subway              

0.902 
everyman            

0.874 
fugit               

0.874 
adrenaline          

0.858 
cat-and-mouse       

0.851 
jet                 

0.845 
fbi                 

0.838 
snake               

0.823 
conspiracy          

15/25

0.5


0.998 
inspector           

0.996 
homicide            

0.919 
killings            

0.899 
detect              

0.883 
flees               

0.852 
serial              

0.842 
fatale              

0.840 
powell              

0.838 
murder              

0.813 
hitchcock           

0.789 
policeman           

0.780 
investigate         

0.771 
suspect             

0.765 
police              

0.763 
diabolical          

14/25

0.8


0.998 
chen                

0.997 
wang                

0.997 
india               

0.997 
li                  

0.995 
peasant             

0.992 
china               

0.962 
chef                

0.954 
poetry              

0.948 
chinese             

0.946 
immigrant           

0.905 
japan               

0.895 
palace              

0.888 
poet                

0.887 
joyous              

0.879 
scent               

11/25

0.9


0.998 
robot               

0.996 
outer               

0.995 
underwater          

0.989 
kilmer              

0.981 
007                 

0.976 
mars                

0.970 
ship                

0.965 
jurassic            

0.940 
bond                

0.932 
space               

0.931 
trooper             

0.926 
gadget              

0.926 
data                

0.920 
trek                

0.905 
titan               

1/25

1.4


0.997 
ranch               

0.994 
wolves              

0.991 
liquor              

0.987 
railroad            

0.978 
cowboy              

0.975 
thornton            

0.969 
horse               

0.964 
costner             

0.953 
county              

0.931 
reverend            

0.912 
rug                 

0.906 
texas               

0.901 
towns               

0.900 
farmer              

0.886 
sheriff             

0/25

1.5


0.999 
soldier             

0.998 
jews                

0.998 
holocaust           

0.998 
nazis               

0.997 
troop               

0.996 
camps               

0.996 
navy                

0.995 
civilian            

0.995 
fought              

0.994 
fascist             

0.989 
col                 

0.974 
colonel             

0.968 
anti-semite         

0.933 
ww11                

0.916 
das                 

24/25

1.5


0.997 
denzel              

0.995 
republican          

0.994 
democrat            

0.992 
prosecutor          

0.988 
courtroom           

0.978 
christ              

0.967 
activist            

0.959 
mamet               

0.944 
jury                

0.924 
elect               

0.918 
governor            

0.890 
crowe               

0.887 
firm                

0.881 
advocate            

0.872 
sales               

16/25

1.9


0.997 
julianne            

0.996 
paltrow             

0.995 
gwyneth             

0.994 
liv                 

0.993 
heterosexual        

0.974 
seattle             

0.971 
marisa              

0.963 
sleepless           

0.952 
maguire             

0.935 
screwball           

0.918 
downer              

0.885 
affleck             

0.852 
spouse              

0.851 
mia                 

0.838 
gus                 

12/25

2.2


0.999 
jude                

0.998 
fiennes             

0.998 
dicaprio            

0.997 
leonardo            

0.953 
rome                

0.948 
restore             

0.945 
liam                

0.923 
von                 

0.916 
african             

0.911 
bates               

0.908 
piano               

0.890 
slave               

0.888 
immortal            

0.877 
canvas              

0.852 
hart                

18/25

2.7


0.979 
altman              

0.936 
turturro            

0.934 
cookie              

0.931 
miner               

0.930 
grainy              

0.918 
hand-held           

0.913 
woody               

0.880 
documentary         

0.873 
kansas              

0.868 
pizza               

0.862 
concert             

0.857 
disco               

0.832 
musician            

0.823 
band                

0.819 
norton              

17/25

3.0


0.998 
disney              

0.997 
walt                

0.996 
aladdin             

0.981 
live-action         

0.957 
santa               

0.954 
lion                

0.950 
claus               

0.918 
animal              

0.879 
babe                

0.879 
cats                

0.873 
voiced              

0.872 
darn                

0.871 
beast               

0.869 
circus              

0.839 
insect              

8/25

4.0


0.997 
classification      

0.995 
bergman             

0.992 
ingmar              

0.988 
puttnam             

0.985 
one-hundred         

0.981 
distributor         

0.976 
tristar             

0.976 
offspring           

0.959 
66                  

0.953 
ratio               

0.918 
alas                

0.894 
forty-five          

0.892 
unforced            

0.884 
entries             

0.884 
'50s                

2/25

4.3


0.978 
wrench              

0.978 
heavy-handed        

0.977 
introspection       

0.977 
uplifting           

0.977 
deliberate          

0.972 
resent              

0.969 
freely              

0.969 
heartbreak          

0.967 
simplicity          

0.967 
decay               

0.966 
gaze                

0.966 
mourn               

0.966 
companionship       

0.965 
boundary            

0.964 
trauma