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


0.105 
simple              

0.001 
series              

0.001 
sequence            

0.000 
brother             

0.000 
origin              

0.000 
tucker              

0.000 
sight               

0.000 
buck                

0.000 
cross               

0.000 
save                

0.000 
donovan             

0.000 
revolution          

0.000 
sorvino             

0.000 
vampire             

0.000 
affleck             

13/25

-6.6


1.000 
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


0.189 
arrow               

0.165 
depp                

0.116 
plastic             

0.116 
good-spirited       

0.066 
prospect            

0.051 
evocation           

0.041 
painter             

0.029 
conserve            

0.029 
crisp               

0.025 
crow                

0.024 
unpredictable       

0.019 
terrific            

0.017 
brave               

0.016 
outstanding         

0.010 
cries               

18/25

-4.1


0.837 
mirror              

0.157 
engross             

0.006 
delicious           

0.000 
views               

0.000 
combine             

0.000 
liz                 

0.000 
spacey              

0.000 
reservoir           

0.000 
***-1/2             

0.000 
participant         

0.000 
cream               

0.000 
russo               

0.000 
somber              

0.000 
paris               

0.000 
dr                  

15/25

-3.7


0.338 
polite              

0.039 
**-1/2              

0.003 
remark              

0.003 
present             

0.002 
frighten            

0.001 
ransom              

0.001 
vulnerable          

0.001 
rage                

0.000 
simple              

0.000 
media               

0.000 
delicious           

0.000 
pressure            

0.000 
somber              

0.000 
birthday            

0.000 
company             

14/25

-2.9


0.003 
money               

0.003 
school              

0.003 
cliff               

0.003 
dr                  

0.002 
found               

0.002 
series              

0.002 
case                

0.002 
daughter            

0.002 
nudity              

0.002 
thinks              

0.002 
head                

0.002 
hollywood           

0.002 
letter              

0.002 
i'm                 

0.002 
leave               

4/25

-1.8


1.000 
spacey              

0.000 
product             

0.000 
couple              

0.000 
short               

0.000 
obvious             

0.000 
nudity              

0.000 
predict             

0.000 
you're              

0.000 
worse               

0.000 
order               

0.000 
miss                

0.000 
body                

0.000 
sequence            

0.000 
fight               

0.000 
letter              

22/25

-0.5


0.001 
country             

0.001 
artist              

0.001 
war                 

0.001 
present             

0.001 
study               

0.001 
documentary         

0.001 
quest               

0.001 
gus                 

0.001 
client              

0.001 
oscar               

0.000 
kit                 

0.000 
wonders             

0.000 
basketball          

0.000 
influence           

0.000 
future              

3/25

0.2


0.000 
saint               

0.000 
chef                

0.000 
otto                

0.000 
leary               

0.000 
tear                

0.000 
happiness           

0.000 
lipstick            

0.000 
strap               

0.000 
woods               

0.000 
johnson             

0.000 
sheep               

0.000 
hat                 

0.000 
phil                

0.000 
mansion             

0.000 
meat                

12/25

0.3


0.000 
chef                

0.000 
otto                

0.000 
saint               

0.000 
woods               

0.000 
tear                

0.000 
lipstick            

0.000 
strap               

0.000 
leary               

0.000 
hat                 

0.000 
sheep               

0.000 
johnson             

0.000 
phil                

0.000 
detour              

0.000 
happiness           

0.000 
meat                

20/25

0.3


0.000 
chef                

0.000 
otto                

0.000 
saint               

0.000 
woods               

0.000 
lipstick            

0.000 
strap               

0.000 
tear                

0.000 
leary               

0.000 
sheep               

0.000 
johnson             

0.000 
hat                 

0.000 
phil                

0.000 
detour              

0.000 
happiness           

0.000 
co-writer           

11/25

0.4


0.000 
chef                

0.000 
otto                

0.000 
woods               

0.000 
saint               

0.000 
lipstick            

0.000 
strap               

0.000 
tear                

0.000 
model               

0.000 
hat                 

0.000 
phil                

0.000 
sheep               

0.000 
deceased            

0.000 
detour              

0.000 
collector           

0.000 
aghast              

8/25

0.5


0.000 
chef                

0.000 
otto                

0.000 
woods               

0.000 
lipstick            

0.000 
strap               

0.000 
model               

0.000 
saint               

0.000 
tear                

0.000 
hat                 

0.000 
phil                

0.000 
deceased            

0.000 
sheep               

0.000 
detour              

0.000 
collector           

0.000 
aghast              

7/25

0.8


0.000 
otto                

0.000 
chef                

0.000 
woods               

0.000 
lipstick            

0.000 
model               

0.000 
strap               

0.000 
collector           

0.000 
mouse               

0.000 
colonel             

0.000 
deceased            

0.000 
mimic               

0.000 
del                 

0.000 
depicts             

0.000 
polite              

0.000 
unfunny             

17/25

0.9


0.000 
chef                

0.000 
otto                

0.000 
woods               

0.000 
model               

0.000 
penn                

0.000 
mouse               

0.000 
colonel             

0.000 
collector           

0.000 
mimic               

0.000 
polite              

0.000 
deceased            

0.000 
lie                 

0.000 
notch               

0.000 
depicts             

0.000 
del                 

5/25

1.1


0.000 
moore               

0.000 
otto                

0.000 
chef                

0.000 
woods               

0.000 
penn                

0.000 
republican          

0.000 
tide                

0.000 
model               

0.000 
notch               

0.000 
wind                

0.000 
polite              

0.000 
lie                 

0.000 
sunday              

0.000 
skips               

0.000 
freely              

19/25

1.2


0.001 
speed               

0.001 
bus                 

0.001 
spent               

0.000 
newton              

0.000 
unfortunate         

0.000 
seat                

0.000 
hoffman             

0.000 
sit                 

0.000 
daniels             

0.000 
scientist           

0.000 
blown               

0.000 
cheap               

0.000 
edge                

0.000 
africa              

0.000 
hunter              

10/25

1.2


0.001 
candy               

0.001 
sky                 

0.001 
truck               

0.001 
junior              

0.000 
mighty              

0.000 
soldier             

0.000 
cooper              

0.000 
vietnam             

0.000 
smoke               

0.000 
rocket              

0.000 
count               

0.000 
i'll                

0.000 
split               

0.000 
sgt                 

0.000 
destined            

16/25

2.1


0.001 
scary               

0.000 
wear                

0.000 
desire              

0.000 
body                

0.000 
concert             

0.000 
freeze              

0.000 
label               

0.000 
michel              

0.000 
psycho              

0.000 
hook                

0.000 
eventual            

0.000 
choose              

0.000 
crude               

0.000 
28                  

0.000 
tiresome            

6/25

2.5


0.021 
unfunny             

0.013 
colonel             

0.013 
collector           

0.011 
del                 

0.007 
deceased            

0.006 
101                 

0.003 
massive             

0.003 
gratuitous          

0.002 
faint               

0.002 
lesbian             

0.001 
disgust             

0.001 
trite               

0.001 
grab                

0.001 
bell                

0.001 
drift               

1/25

3.9


1.000 
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


0.373 
i'm                 

0.359 
poor                

0.149 
crime               

0.096 
pretty              

0.016 
sequel              

0.006 
hero                

0.001 
pain                

0.000 
series              

0.000 
found               

0.000 
suppose             

0.000 
you're              

0.000 
predict             

0.000 
lack                

0.000 
williams            

0.000 
van                 

24/25

4.4


0.998 
**                  

0.000 
superficial         

0.000 
buck                

0.000 
vietnam             

0.000 
walker              

0.000 
*                   

0.000 
fails               

0.000 
kilmer              

0.000 
decent              

0.000 
colonel             

0.000 
bore                

0.000 
lifeless            

0.000 
disgust             

0.000 
mars                

0.000 
thief               

9/25

5.0


0.004 
simple              

0.002 
cliff               

0.001 
office              

0.001 
origin              

0.001 
girl                

0.001 
laugh               

0.001 
night               

0.001 
murder              

0.001 
death               

0.001 
money               

0.001 
recommend           

0.001 
wonders             

0.001 
language            

0.001 
american            

0.001 
husband             

21/25

6.9


1.000 
save                

0.000 
flat                

0.000 
bore                

0.000 
awful               

0.000 
brother             

0.000 
van                 

0.000 
delight             

0.000 
**-1/2              

0.000 
spacey              

0.000 
pierre              

0.000 
somber              

0.000 
crisp               

0.000 
liz                 

0.000 
dillon              

0.000 
conserve