LEGEND_NAME = BP_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 = 0.2

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=1.0100-tau=1.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=bp_slda_estimator-n_layers=25-step_size=0.100-n_batches=1/2/lap0002600.000_topic_model_snapshot

2/25

-6.9


0.937 
simple              

0.143 
tucker              

0.129 
buck                

0.109 
sorvino             

0.108 
donovan             

0.108 
affleck             

0.105 
revolution          

0.105 
jean-pierre         

0.103 
vampire             

0.101 
sight               

0.100 
philippe            

0.097 
brother             

0.097 
kilmer              

0.096 
zone                

0.095 
surgery             

13/25

-6.6


0.997 
delight             

0.000 
left                

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
tasted              

0.000 
depicts             

0.000 
hopper              

0.000 
overacting          

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

0/25

-4.5


0.984 
arrow               

0.982 
depp                

0.973 
plastic             

0.972 
good-spirited       

0.952 
prospect            

0.938 
evocation           

0.928 
painter             

0.903 
conserve            

0.896 
crisp               

0.892 
crow                

0.885 
unpredictable       

0.861 
terrific            

0.847 
brave               

0.839 
outstanding         

0.771 
cries               

18/25

-4.1


0.996 
mirror              

0.976 
engross             

0.660 
delicious           

0.011 
views               

0.000 
tucker              

0.000 
turner              

0.000 
caine               

0.000 
translate           

0.000 
buck                

0.000 
russian             

0.000 
jean-pierre         

0.000 
philippe            

0.000 
stamp               

0.000 
hal                 

0.000 
divert              

15/25

-3.7


0.991 
polite              

0.915 
**-1/2              

0.516 
remark              

0.403 
frighten            

0.384 
present             

0.265 
ransom              

0.239 
vulnerable          

0.159 
rage                

0.102 
media               

0.088 
somber              

0.084 
birthday            

0.062 
tape                

0.062 
company             

0.061 
pressure            

0.052 
freeman             

14/25

-2.9


0.452 
money               

0.450 
school              

0.426 
found               

0.419 
dr                  

0.388 
nudity              

0.376 
series              

0.374 
daughter            

0.372 
letter              

0.370 
thinks              

0.365 
case                

0.357 
cliff               

0.354 
hollywood           

0.340 
head                

0.331 
leave               

0.325 
older               

4/25

-1.8


0.997 
spacey              

0.000 
tucker              

0.000 
turner              

0.000 
caine               

0.000 
buck                

0.000 
translate           

0.000 
russian             

0.000 
hal                 

0.000 
jean-pierre         

0.000 
philippe            

0.000 
stamp               

0.000 
divert              

0.000 
priest              

0.000 
goodman             

0.000 
batman              

22/25

-0.5


0.255 
country             

0.224 
artist              

0.200 
study               

0.195 
quest               

0.179 
gus                 

0.176 
war                 

0.176 
client              

0.166 
basketball          

0.165 
kit                 

0.159 
influence           

0.157 
silence             

0.156 
documentary         

0.141 
widow               

0.139 
woody               

0.139 
future              

3/25

0.2


0.067 
iq                  

0.067 
gear                

0.067 
indie               

0.067 
stomach             

0.067 
lipstick            

0.067 
perky               

0.067 
recurred            

0.067 
sheep               

0.067 
mansion             

0.067 
claus               

0.067 
flynn               

0.067 
doc                 

0.067 
strap               

0.067 
reassures           

0.067 
burns               

12/25

0.3


0.067 
iq                  

0.067 
lipstick            

0.067 
stomach             

0.067 
perky               

0.067 
sheep               

0.067 
indie               

0.067 
recurred            

0.067 
unrealistic         

0.067 
41                  

0.067 
burns               

0.067 
gear                

0.067 
strap               

0.067 
claus               

0.067 
nuts                

0.067 
stiller             

20/25

0.3


0.067 
iq                  

0.067 
lipstick            

0.067 
sheep               

0.067 
stomach             

0.067 
perky               

0.067 
indie               

0.067 
unrealistic         

0.067 
recurred            

0.067 
41                  

0.067 
burns               

0.067 
strap               

0.067 
stiller             

0.067 
nuts                

0.067 
claus               

0.067 
norm                

11/25

0.4


0.067 
unrealistic         

0.067 
stiller             

0.067 
nuts                

0.067 
iq                  

0.067 
monologue           

0.067 
41                  

0.067 
burns               

0.067 
absence             

0.067 
perky               

0.067 
fargo               

0.067 
stomach             

0.067 
pigs                

0.067 
lipstick            

0.066 
sheep               

0.066 
norm                

8/25

0.5


0.067 
unrealistic         

0.067 
stiller             

0.067 
nuts                

0.067 
monologue           

0.067 
pigs                

0.067 
41                  

0.067 
fargo               

0.067 
absence             

0.067 
burns               

0.067 
lipstick            

0.067 
iq                  

0.067 
rogers              

0.066 
norm                

0.066 
perky               

0.066 
stomach             

7/25

0.8


0.067 
unrealistic         

0.067 
stiller             

0.067 
monologue           

0.067 
pigs                

0.067 
skips               

0.067 
nuts                

0.067 
fargo               

0.067 
vignettes           

0.067 
sunday              

0.067 
intellect           

0.067 
enthralled          

0.067 
absence             

0.067 
rogers              

0.067 
surgeon             

0.067 
41                  

17/25

0.9


0.067 
unrealistic         

0.067 
skips               

0.067 
pigs                

0.067 
stiller             

0.067 
sunday              

0.067 
monologue           

0.067 
vignettes           

0.067 
fargo               

0.067 
nuts                

0.067 
enthralled          

0.067 
intellect           

0.067 
absence             

0.067 
surgeon             

0.067 
meditate            

0.067 
malkovich           

5/25

1.1


0.068 
republican          

0.067 
tide                

0.067 
skips               

0.067 
pigs                

0.067 
sunday              

0.067 
unrealistic         

0.067 
notch               

0.067 
vignettes           

0.067 
enthralled          

0.067 
owned               

0.067 
meditate            

0.067 
malkovich           

0.067 
stiller             

0.067 
donat               

0.067 
fargo               

19/25

1.2


0.244 
speed               

0.169 
bus                 

0.155 
spent               

0.149 
newton              

0.141 
unfortunate         

0.137 
hoffman             

0.131 
seat                

0.128 
daniels             

0.111 
scientist           

0.111 
blown               

0.110 
africa              

0.109 
hunter              

0.107 
franks              

0.106 
cheap               

0.105 
chaos               

10/25

1.2


0.188 
candy               

0.176 
sky                 

0.172 
truck               

0.162 
junior              

0.153 
mighty              

0.135 
cooper              

0.126 
vietnam             

0.124 
rocket              

0.118 
soldier             

0.117 
mail                

0.114 
sgt                 

0.111 
destined            

0.109 
obligatory          

0.109 
split               

0.107 
barn                

16/25

2.1


0.154 
scary               

0.130 
freeze              

0.128 
concert             

0.124 
wear                

0.121 
psycho              

0.121 
label               

0.118 
desire              

0.117 
hook                

0.117 
tiresome            

0.115 
turkey              

0.112 
jet                 

0.111 
michel              

0.111 
badly               

0.110 
pants               

0.109 
mask                

6/25

2.5


0.862 
unfunny             

0.805 
collector           

0.788 
colonel             

0.743 
del                 

0.699 
deceased            

0.645 
101                 

0.501 
massive             

0.473 
gratuitous          

0.398 
faint               

0.367 
lesbian             

0.305 
disgust             

0.248 
trite               

0.228 
grab                

0.190 
bell                

0.181 
drift               

1/25

3.9


0.997 
suppose             

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
tasted              

0.000 
depicts             

0.000 
hopper              

0.000 
left                

0.000 
overacting          

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

23/25

4.3


0.991 
poor                

0.988 
i'm                 

0.977 
crime               

0.964 
pretty              

0.818 
sequel              

0.558 
hero                

0.243 
pain                

0.012 
series              

0.003 
found               

0.001 
you're              

0.001 
predict             

0.001 
lack                

0.001 
williams            

0.001 
van                 

0.000 
god                 

24/25

4.4


0.997 
**                  

0.115 
superficial         

0.035 
buck                

0.022 
walker              

0.021 
*                   

0.021 
vietnam             

0.015 
kilmer              

0.015 
fails               

0.014 
decent              

0.012 
bore                

0.011 
lifeless            

0.010 
mars                

0.010 
thief               

0.009 
denis               

0.009 
evans               

9/25

5.0


0.295 
cliff               

0.268 
murder              

0.261 
wonders             

0.258 
office              

0.248 
girl                

0.247 
question            

0.246 
night               

0.243 
works               

0.241 
bit                 

0.240 
enjoy               

0.240 
recommend           

0.240 
husband             

0.236 
american            

0.234 
language            

0.234 
police              

21/25

6.9


0.997 
save                

0.000 
tucker              

0.000 
turner              

0.000 
caine               

0.000 
translate           

0.000 
jean-pierre         

0.000 
russian             

0.000 
hal                 

0.000 
buck                

0.000 
philippe            

0.000 
stamp               

0.000 
divert              

0.000 
altman              

0.000 
goodman             

0.000 
willy