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 = 0.05

0.050.10.2
1.0

N_STATES = 25.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/bow_pang_movie_reviews_v20170929/20170930-mod_name=slda__np-frac_labels=0.050-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/lap0000100.000_topic_model_snapshot

2/25

-6.7


0.063 
happen              

0.060 
gray                

0.060 
daughter            

0.059 
assign              

0.059 
design              

0.059 
anderson            

0.058 
days                

0.057 
college             

0.055 
talks               

0.055 
legs                

0.054 
worth               

0.054 
poetry              

0.053 
private             

0.053 
reflect             

0.053 
night               

13/25

-6.5


0.069 
rules               

0.064 
oz                  

0.062 
engage              

0.056 
accent              

0.056 
mob                 

0.055 
save                

0.054 
jones               

0.054 
duncan              

0.053 
evident             

0.051 
hero                

0.051 
marin               

0.050 
dead                

0.050 
mental              

0.050 
hollywood           

0.050 
busy                

18/25

-3.8


0.139 
baby                

0.081 
sequel              

0.080 
bond                

0.073 
lucky               

0.068 
free                

0.068 
hughes              

0.065 
chase               

0.065 
god                 

0.065 
lost                

0.064 
moore               

0.062 
lane                

0.062 
order               

0.061 
save                

0.061 
trite               

0.060 
rodriguez           

0/25

-2.8


0.168 
lie                 

0.157 
dogs                

0.154 
white               

0.079 
happiness           

0.077 
van                 

0.071 
gay                 

0.070 
myers               

0.068 
jokes               

0.065 
short               

0.064 
dr                  

0.064 
hollywood           

0.063 
evil                

0.063 
office              

0.062 
smith               

0.061 
extreme             

15/25

-2.0


0.108 
fight               

0.090 
girl                

0.090 
entire              

0.090 
case                

0.088 
found               

0.088 
laugh               

0.087 
mild                

0.087 
gave                

0.087 
material            

0.086 
stupid              

0.084 
letter              

0.083 
fatal               

0.083 
country             

0.082 
hills               

0.082 
televised           

4/25

-1.0


0.129 
del                 

0.125 
toro                

0.124 
excess              

0.062 
walken              

0.057 
harper              

0.050 
caper               

0.050 
thompson            

0.049 
turturro            

0.049 
wanted              

0.049 
draw                

0.049 
concern             

0.048 
cusack              

0.048 
worth               

0.048 
clueless            

0.048 
thief               

14/25

-0.9


0.093 
saint               

0.049 
russian             

0.047 
tucker              

0.047 
chan                

0.045 
hour                

0.043 
kilmer              

0.043 
perpetual           

0.043 
comedian            

0.042 
carter              

0.042 
suspend             

0.042 
rush                

0.042 
feet                

0.042 
cannon              

0.042 
professor           

0.042 
flair               

22/25

-0.2


0.118 
indian              

0.093 
interrupt           

0.078 
girl                

0.073 
means               

0.069 
child               

0.065 
book                

0.065 
winona              

0.064 
bear                

0.063 
ryder               

0.063 
lazy                

0.063 
hospital            

0.057 
experience          

0.056 
adult               

0.056 
memoir              

0.056 
duvall              

3/25

0.3


0.101 
tucci               

0.074 
breast              

0.067 
moon                

0.063 
blond               

0.062 
farce               

0.055 
legal               

0.053 
color               

0.050 
title               

0.049 
harvard             

0.048 
warner              

0.048 
student             

0.048 
pink                

0.047 
paper               

0.047 
rival               

0.047 
davis               

20/25

0.4


0.075 
girl                

0.052 
2                   

0.050 
phil                

0.047 
roles               

0.045 
uncle               

0.044 
install             

0.043 
save                

0.043 
retain              

0.043 
diminish            

0.043 
hills               

0.043 
superfluous         

0.043 
heavy               

0.042 
manage              

0.042 
strength            

0.042 
quick               

12/25

0.4


0.085 
valentin            

0.083 
jackson             

0.081 
art                 

0.063 
stevens             

0.062 
homeless            

0.058 
suffer              

0.058 
remain              

0.057 
murder              

0.056 
mystery             

0.051 
paid                

0.050 
sympathy            

0.050 
tour                

0.050 
central             

0.050 
walks               

0.050 
deserve             

11/25

0.5


0.083 
women               

0.083 
rape                

0.079 
police              

0.079 
village             

0.075 
indian              

0.075 
english             

0.065 
handle              

0.064 
gang                

0.063 
stays               

0.063 
bit                 

0.063 
told                

0.061 
polite              

0.061 
trial               

0.061 
ridicule            

0.060 
incident            

8/25

0.5


0.113 
black               

0.043 
money               

0.043 
judge               

0.043 
undercover          

0.043 
cusack              

0.042 
29                  

0.042 
native              

0.042 
backdrop            

0.042 
savage              

0.042 
plod                

0.042 
partnership         

0.041 
gold                

0.041 
predicament         

0.041 
twins               

0.041 
span                

17/25

0.9


0.115 
chan                

0.108 
tucker              

0.065 
rush                

0.052 
beat                

0.052 
mom                 

0.051 
hour                

0.050 
dad                 

0.046 
service             

0.046 
camp                

0.046 
bar                 

0.046 
rock                

0.045 
anger               

0.045 
retire              

0.045 
rage                

0.045 
left                

7/25

0.9


0.092 
blond               

0.066 
legal               

0.065 
student             

0.062 
color               

0.061 
video               

0.061 
warner              

0.061 
harvard             

0.060 
sets                

0.054 
reese               

0.054 
miramax             

0.053 
prepare             

0.053 
playboy             

0.053 
laugh               

0.052 
pink                

0.052 
stevens             

5/25

1.1


0.171 
sister              

0.101 
observe             

0.075 
women               

0.074 
attract             

0.069 
killer              

0.063 
anymore             

0.063 
jones               

0.063 
peculiar            

0.063 
consume             

0.063 
myth                

0.062 
opera               

0.061 
afraid              

0.061 
fantasy             

0.061 
diary               

0.061 
burn                

10/25

1.1


0.043 
evenly              

0.043 
gift                

0.042 
trend               

0.042 
specific            

0.042 
renew               

0.042 
erotic              

0.042 
philippe            

0.042 
bodied              

0.042 
partnership         

0.042 
provocation         

0.042 
alter               

0.042 
unreliable          

0.042 
poetry              

0.042 
vacuous             

0.042 
anxiety             

19/25

1.1


0.115 
tucci               

0.077 
gold                

0.077 
bank                

0.076 
farce               

0.062 
comic               

0.062 
talk                

0.060 
bit                 

0.060 
black               

0.059 
camp                

0.058 
ship                

0.055 
town                

0.055 
mine                

0.054 
judge               

0.054 
miner               

0.053 
plenty              

16/25

1.8


0.044 
tiger               

0.043 
dragon              

0.043 
daughter            

0.042 
cries               

0.042 
hidden              

0.042 
cinematic           

0.042 
weird               

0.042 
chef                

0.042 
narrated            

0.042 
spell               

0.042 
battle              

0.042 
mimic               

0.042 
veteran             

0.042 
outlandish          

0.042 
survivor            

6/25

2.2


0.343 
bond                

0.237 
diamond             

0.080 
vegas               

0.080 
las                 

0.079 
mr                  

0.077 
cars                

0.062 
dramatic            

0.060 
smuggle             

0.060 
forever             

0.060 
names               

0.059 
dozen               

0.058 
usual               

0.058 
chang               

0.055 
sound               

0.054 
case                

1/25

2.5


0.092 
harris              

0.059 
collin              

0.057 
band                

0.056 
gay                 

0.053 
group               

0.052 
blond               

0.052 
polite              

0.052 
student             

0.051 
legal               

0.051 
sets                

0.049 
color               

0.049 
write               

0.049 
los                 

0.048 
tap                 

0.048 
laugh               

24/25

2.7


0.093 
kid                 

0.080 
honey               

0.061 
science             

0.054 
electric            

0.054 
giant               

0.054 
neon                

0.053 
game                

0.053 
soccer              

0.052 
fiction             

0.051 
series              

0.049 
ridicule            

0.048 
favorite            

0.047 
figure              

0.047 
grow                

0.047 
hint                

9/25

3.4


0.107 
girl                

0.103 
2                   

0.099 
origin              

0.097 
present             

0.080 
works               

0.078 
rare                

0.077 
boy                 

0.076 
polite              

0.076 
spacey              

0.075 
uncle               

0.073 
wonders             

0.072 
chang               

0.072 
support             

0.072 
theater             

0.072 
demand              

23/25

4.3


0.108 
romance             

0.106 
bond                

0.079 
princess            

0.074 
true                

0.073 
stretch             

0.072 
engage              

0.071 
patient             

0.070 
arquette            

0.069 
tony                

0.069 
buddy               

0.067 
diamond             

0.067 
hall                

0.067 
english             

0.065 
mr                  

0.065 
reservoir           

21/25

6.5


0.079 
indian              

0.073 
jackson             

0.069 
deliver             

0.067 
bear                

0.067 
key                 

0.063 
catch               

0.063 
house               

0.062 
twist               

0.060 
couple              

0.060 
told                

0.059 
magic               

0.059 
deal                

0.059 
baseball            

0.059 
wonders             

0.058 
room