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 = 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_v20170929/20170930rebal-mod_name=slda__tf-frac_labels=0.050-n_states=025-alpha=1.0100-tau=1.0100-lambda_w=000.001-init_name=rand_smooth_background-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=10/1/lap0000125.000_topic_model_snapshot

4/25

-7.4


0.369 
stupid              

0.355 
we're               

0.334 
worse               

0.334 
series              

0.331 
laugh               

0.330 
i'm                 

0.325 
myers               

0.325 
they're             

0.323 
bore                

0.319 
worth               

0.317 
blues               

0.304 
**                  

0.295 
scream              

0.294 
sort                

0.294 
sit                 

15/25

-4.1


0.569 
noir                

0.549 
runtime             

0.549 
police              

0.524 
boss                

0.494 
apartment           

0.494 
husband             

0.492 
detect              

0.465 
editor              

0.455 
inspector           

0.439 
house               

0.436 
crime               

0.428 
telling             

0.426 
money               

0.420 
murder              

0.410 
hospital            

2/25

-4.0


0.835 
murray              

0.779 
carter              

0.742 
turturro            

0.738 
fonda               

0.729 
boxing              

0.726 
jungle              

0.723 
spike               

0.700 
seattle             

0.691 
davis               

0.689 
helena              

0.670 
sutherland          

0.666 
holland             

0.664 
coppola             

0.603 
costner             

0.600 
virtual             

19/25

-3.1


0.920 
school              

0.872 
student             

0.846 
teacher             

0.840 
shakespeare         

0.806 
gay                 

0.803 
jewish              

0.801 
branagh             

0.800 
jews                

0.760 
college             

0.757 
holocaust           

0.726 
nazis               

0.724 
teen                

0.714 
sebastian           

0.678 
nazi                

0.676 
romeo               

6/25

-2.9


0.976 
war                 

0.944 
country             

0.938 
woody               

0.881 
city                

0.880 
poet                

0.867 
america             

0.856 
rain                

0.855 
keitel              

0.836 
foreign             

0.830 
poetry              

0.806 
le                  

0.803 
vietnam             

0.747 
jazz                

0.746 
sydney              

0.742 
immigrant           

1/25

-2.9


0.958 
oscar               

0.940 
board               

0.923 
beast               

0.886 
prince              

0.871 
contest             

0.838 
destiny             

0.828 
elliott             

0.810 
cabin               

0.810 
rolls               

0.800 
ryder               

0.793 
boris               

0.788 
slide               

0.777 
berry               

0.737 
winona              

0.730 
kirsten             

17/25

-2.6


0.727 
captain             

0.727 
alien               

0.658 
mission             

0.654 
soldier             

0.600 
washington          

0.580 
military            

0.566 
russian             

0.555 
space               

0.547 
battle              

0.534 
earth               

0.534 
crew                

0.531 
attack              

0.520 
command             

0.519 
scientist           

0.500 
ship                

11/25

-0.5


0.944 
parker              

0.935 
crash               

0.918 
gibson              

0.910 
theory              

0.910 
mel                 

0.886 
roberts             

0.882 
circle              

0.869 
fugit               

0.859 
sheen               

0.849 
assassin            

0.844 
tree                

0.843 
peak                

0.838 
conspiracy          

0.825 
snipes              

0.817 
disaster            

3/25

-0.0


0.966 
devil               

0.958 
travolta            

0.928 
insect              

0.927 
warrior             

0.911 
theron              

0.899 
sky                 

0.897 
virtue              

0.886 
charlize            

0.871 
fever               

0.851 
advocate            

0.831 
feel-good           

0.627 
reeves              

0.575 
october             

0.499 
bug                 

0.413 
mystic              

14/25

-0.0


0.888 
erotic              

0.880 
juliet              

0.867 
bacon               

0.856 
beloved             

0.822 
walker              

0.816 
nc-17               

0.815 
mute                

0.811 
luc                 

0.805 
kitchen             

0.793 
cemetery            

0.789 
ireland             

0.772 
ranch               

0.763 
immortal            

0.752 
peasant             

0.724 
georg               

16/25

-0.0


0.949 
hunter              

0.933 
halloween           

0.931 
holiday             

0.928 
carpenter           

0.927 
piano               

0.910 
dear                

0.886 
post                

0.885 
instrument          

0.884 
bride               

0.856 
electrons           

0.850 
odyssey             

0.839 
bachelor            

0.827 
persuasion          

0.808 
ethan               

0.807 
fisherman           

0/25

-0.0


0.956 
moore               

0.924 
cat                 

0.918 
anderson            

0.917 
julianne            

0.902 
reynolds            

0.899 
burton              

0.897 
ricci               

0.897 
depp                

0.881 
goodman             

0.863 
wood                

0.861 
cats                

0.860 
hollow              

0.856 
chloe               

0.854 
rocky               

0.844 
burt                

20/25

0.0


0.940 
miller              

0.923 
frankenstein        

0.917 
brady               

0.915 
cox                 

0.909 
buck                

0.900 
spice               

0.900 
farmer              

0.899 
blade               

0.893 
pig                 

0.887 
thornton            

0.885 
kennedy             

0.884 
chuck               

0.876 
babe                

0.875 
bunch               

0.868 
powell              

8/25

0.0


0.984 
gus                 

0.978 
affleck             

0.972 
bounce              

0.479 
flight              

0.444 
ill-fated           

0.433 
harvard             

0.230 
mimi                

0.221 
proverbial          

0.219 
goldwyn             

0.204 
shower              

0.176 
dillon              

0.175 
session             

0.172 
airline             

0.172 
sheer               

0.163 
earnestly           

7/25

0.0


0.953 
la                  

0.943 
titan               

0.918 
scorsese            

0.908 
nolte               

0.902 
downey              

0.900 
ransom              

0.898 
bull                

0.893 
niro                

0.891 
newman              

0.880 
pistol              

0.878 
patton              

0.861 
monty               

0.857 
reese               

0.852 
trainspotting       

0.850 
twilight            

23/25

0.1


0.980 
citizen             

0.976 
kane                

0.937 
castle              

0.929 
palace              

0.927 
wells               

0.384 
masterpiece         

0.313 
penchant            

0.280 
wished              

0.275 
clarity             

0.260 
envision            

0.257 
newspaper           

0.238 
headline            

0.234 
maxwell             

0.222 
descent             

0.214 
norm                

21/25

0.1


0.974 
issue               

0.970 
client              

0.946 
nude                

0.921 
rome                

0.888 
siren               

0.880 
stripper            

0.860 
sarandon            

0.842 
artist              

0.747 
birds               

0.725 
fitzgerald          

0.533 
frontal             

0.485 
contempt            

0.418 
benefit             

0.372 
fancies             

0.226 
sale                

10/25

0.1


0.937 
vegas               

0.922 
dancer              

0.899 
las                 

0.882 
storm               

0.874 
malkovich           

0.857 
wings               

0.846 
aids                

0.841 
cage                

0.794 
catastrophe         

0.780 
dexter              

0.779 
diaz                

0.768 
trooper             

0.763 
bone                

0.756 
cure                

0.673 
ballet              

13/25

0.1


0.948 
blue                

0.944 
ford                

0.939 
wars                

0.931 
kieslowski          

0.928 
harrison            

0.905 
empire              

0.904 
red                 

0.901 
restore             

0.898 
madeleine           

0.885 
trilogy             

0.884 
sunday              

0.884 
krzysztof           

0.868 
emperor             

0.854 
solo                

0.834 
buff                

18/25

0.1


0.912 
club                

0.907 
cusack              

0.883 
gross               

0.871 
pitt                

0.871 
monkey              

0.864 
nicholson           

0.848 
sorvino             

0.847 
watson              

0.845 
holm                

0.844 
tucci               

0.833 
north               

0.833 
ranger              

0.831 
stiller             

0.830 
farce               

0.824 
reunion             

12/25

0.1


0.965 
lies                

0.952 
bridge              

0.948 
trailer             

0.940 
eastwood            

0.938 
turner              

0.933 
lesbian             

0.930 
sharp               

0.926 
fish                

0.895 
load                

0.835 
county              

0.830 
madison             

0.824 
dreamworks          

0.745 
clip                

0.459 
beneath             

0.446 
homeless            

9/25

0.3


0.971 
hanks               

0.968 
fiennes             

0.965 
28                  

0.965 
communist           

0.962 
chess               

0.955 
beatty              

0.953 
belle               

0.951 
cookie              

0.950 
honey               

0.847 
gump                

0.844 
quiz                

0.721 
tiger               

0.559 
russia              

0.410 
screw               

0.303 
musician            

5/25

0.3


0.979 
opera               

0.964 
hill                

0.961 
al                  

0.959 
beach               

0.953 
collin              

0.951 
pacino              

0.946 
freeman             

0.934 
judd                

0.932 
godfather           

0.929 
diary               

0.890 
butcher             

0.877 
mann                

0.764 
psycho              

0.691 
glamor              

0.590 
cops                

22/25

3.9


0.673 
disney              

0.559 
animal              

0.547 
dialog              

0.544 
mine                

0.543 
language            

0.536 
pg                  

0.535 
recommend           

0.511 
age                 

0.510 
award               

0.495 
pg-13               

0.494 
coach               

0.491 
bond                

0.489 
employ              

0.483 
reflect             

0.483 
meant               

24/25

8.7


0.363 
element             

0.327 
cinema              

0.317 
motion              

0.315 
stories             

0.304 
true                

0.301 
present             

0.296 
aspect              

0.295 
support             

0.291 
length              

0.278 
emotion             

0.275 
intrigue            

0.270 
classification      

0.267 
romance             

0.267 
romantic            

0.264 
easy