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 = 50.0

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=050-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=1/5/lap0003200.000_topic_model_snapshot

40/50

-13.4


0.981 
murder              

0.969 
night               

0.922 
letter              

0.915 
daughter            

0.659 
isabelle            

0.501 
death               

0.400 
case                

0.371 
video               

0.311 
incest              

0.305 
nudity              

0.266 
laid                

0.263 
uncertain           

0.254 
fierce              

0.234 
jealousy            

0.204 
dead                

5/50

-10.7


0.994 
007                 

0.960 
diamond             

0.000 
space               

0.000 
mr                  

0.000 
bond                

0.000 
envelop             

0.000 
exuberant           

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
left                

0.000 
belly               

0.000 
depicts             

0.000 
hopper              

22/50

-9.7


0.988 
animal              

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              

19/50

-8.9


0.042 
ripe                

0.041 
spice               

0.041 
ricci               

0.041 
grab                

0.041 
bliss               

0.041 
peters              

0.040 
shrink              

0.040 
puppet              

0.040 
detriment           

0.040 
nephew              

0.040 
playwright          

0.040 
rude                

0.040 
dysfunctional       

0.040 
barber              

0.040 
heterosexual        

34/50

-7.8


0.995 
award               

0.000 
left                

0.000 
exuberant           

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 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

2/50

-7.4


0.682 
dr                  

0.000 
tucker              

0.000 
harper              

0.000 
puppet              

0.000 
spice               

0.000 
butler              

0.000 
ricci               

0.000 
le                  

0.000 
whoopi              

0.000 
atom                

0.000 
sorvino             

0.000 
faint               

0.000 
goldberg            

0.000 
grab                

0.000 
superficial         

28/50

-7.1


0.624 
patch               

0.009 
adams               

0.000 
williams            

0.000 
tucker              

0.000 
puppet              

0.000 
harper              

0.000 
spice               

0.000 
butler              

0.000 
ricci               

0.000 
le                  

0.000 
whoopi              

0.000 
atom                

0.000 
sorvino             

0.000 
faint               

0.000 
goldberg            

10/50

-7.0


0.995 
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              

18/50

-6.7


0.995 
war                 

0.000 
tucker              

0.000 
puppet              

0.000 
harper              

0.000 
spice               

0.000 
butler              

0.000 
ricci               

0.000 
le                  

0.000 
whoopi              

0.000 
atom                

0.000 
sorvino             

0.000 
faint               

0.000 
goldberg            

0.000 
grab                

0.000 
superficial         

47/50

-6.2


0.039 
spice               

0.039 
ripe                

0.038 
ricci               

0.038 
gus                 

0.038 
bliss               

0.038 
gear                

0.038 
shift               

0.037 
glow                

0.037 
rodriguez           

0.037 
grab                

0.037 
base                

0.037 
le                  

0.037 
tucker              

0.037 
cliched             

0.037 
duncan              

48/50

-5.4


0.038 
spice               

0.037 
tucker              

0.037 
ricci               

0.037 
bliss               

0.037 
puppet              

0.037 
butler              

0.037 
le                  

0.037 
glow                

0.037 
grab                

0.037 
playwright          

0.037 
gump                

0.037 
sorvino             

0.037 
cliched             

0.037 
peters              

0.037 
shrink              

11/50

-5.3


0.039 
gus                 

0.038 
spice               

0.038 
ricci               

0.037 
rodriguez           

0.037 
bliss               

0.037 
gear                

0.037 
ripe                

0.037 
le                  

0.037 
shift               

0.037 
marin               

0.037 
glow                

0.037 
duncan              

0.036 
fare                

0.036 
jacques             

0.036 
grab                

44/50

-4.7


0.994 
company             

0.968 
question            

0.000 
intelligent         

0.000 
present             

0.000 
wonders             

0.000 
left                

0.000 
exuberant           

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
depicts             

0.000 
envelop             

0.000 
hopper              

38/50

-4.7


0.119 
children            

0.109 
seagal              

0.106 
design              

0.104 
found               

0.104 
they're             

0.102 
fail                

0.101 
pain                

0.101 
effort              

0.096 
i'm                 

0.095 
talent              

0.095 
experience          

0.094 
*-1/2               

0.094 
motion              

0.093 
formula             

0.093 
god                 

3/50

-4.6


0.995 
polite              

0.000 
exuberant           

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
tasted              

0.000 
depicts             

0.000 
left                

0.000 
overacting          

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

35/50

-4.6


0.117 
buck                

0.113 
seagal              

0.096 
sebastian           

0.085 
dylan               

0.084 
witch               

0.084 
mob                 

0.083 
blair               

0.082 
squad               

0.082 
annoy               

0.080 
ricci               

0.078 
bore                

0.078 
batman              

0.078 
rolls               

0.077 
air                 

0.077 
tribe               

25/50

-4.2


0.995 
jackson             

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              

49/50

-4.2


0.038 
gus                 

0.038 
ricci               

0.037 
spice               

0.037 
rodriguez           

0.036 
bliss               

0.036 
le                  

0.036 
royal               

0.036 
spy                 

0.036 
mouse               

0.036 
marin               

0.036 
fare                

0.036 
ranger              

0.036 
passage             

0.036 
duncan              

0.036 
tucker              

26/50

-3.8


0.038 
gus                 

0.037 
ricci               

0.036 
spice               

0.036 
le                  

0.036 
royal               

0.036 
bliss               

0.036 
tucker              

0.036 
rodriguez           

0.036 
spy                 

0.036 
mouse               

0.036 
fare                

0.036 
fuller              

0.036 
marin               

0.036 
duncan              

0.036 
ranger              

29/50

-3.6


0.961 
save                

0.798 
stupid              

0.670 
cliff               

0.641 
flat                

0.568 
fight               

0.546 
toro                

0.516 
**                  

0.469 
undercover          

0.451 
series              

0.410 
cop                 

0.408 
poor                

0.399 
project             

0.387 
awful               

0.377 
worse               

0.361 
van                 

9/50

-3.5


0.308 
patch               

0.067 
adams               

0.034 
williams            

0.018 
tucker              

0.018 
spice               

0.018 
puppet              

0.018 
harper              

0.018 
butler              

0.018 
ricci               

0.018 
le                  

0.018 
whoopi              

0.018 
atom                

0.018 
faint               

0.018 
sorvino             

0.018 
goldberg            

37/50

-3.2


0.995 
beach               

0.000 
exuberant           

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
tasted              

0.000 
depicts             

0.000 
left                

0.000 
overacting          

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

0.000 
repair              

16/50

-3.2


0.058 
casino              

0.055 
royal               

0.047 
gus                 

0.047 
mob                 

0.046 
spy                 

0.044 
priest              

0.044 
i'm                 

0.044 
horror              

0.044 
buck                

0.043 
ricci               

0.043 
check               

0.043 
denis               

0.043 
fatal               

0.043 
wanted              

0.043 
o'neil              

31/50

-3.1


0.038 
gus                 

0.037 
royal               

0.037 
ricci               

0.036 
spy                 

0.036 
casino              

0.036 
mob                 

0.036 
mouse               

0.036 
spice               

0.036 
ranger              

0.036 
le                  

0.036 
heist               

0.036 
fare                

0.036 
passenger           

0.036 
o'neil              

0.036 
fuller              

21/50

-2.5


0.036 
gus                 

0.036 
royal               

0.035 
tucker              

0.035 
ricci               

0.035 
fuller              

0.035 
heist               

0.035 
built               

0.035 
spice               

0.035 
le                  

0.035 
spy                 

0.035 
butler              

0.035 
texas               

0.035 
fare                

0.035 
passenger           

0.035 
mouse               

39/50

-2.5


0.042 
royal               

0.040 
casino              

0.039 
mob                 

0.039 
gus                 

0.038 
spy                 

0.038 
rules               

0.038 
car                 

0.038 
horror              

0.038 
o'neil              

0.037 
denis               

0.037 
origin              

0.037 
passenger           

0.037 
destined            

0.037 
con                 

0.037 
ridicule            

6/50

-2.2


0.040 
royal               

0.039 
casino              

0.038 
car                 

0.038 
mob                 

0.038 
horror              

0.038 
rules               

0.038 
spy                 

0.038 
gus                 

0.037 
origin              

0.037 
park                

0.037 
passenger           

0.037 
o'neil              

0.037 
destined            

0.037 
pg                  

0.037 
denis               

15/50

-1.2


0.115 
kings               

0.113 
culture             

0.106 
mpaa                

0.101 
black               

0.100 
game                

0.098 
affair              

0.098 
romantic            

0.091 
lover               

0.090 
attract             

0.089 
artist              

0.088 
hotel               

0.088 
happen              

0.086 
public              

0.084 
aspect              

0.084 
comic               

45/50

1.6


0.193 
excel               

0.157 
buddy               

0.141 
detect              

0.134 
1994                

0.129 
hanks               

0.126 
paris               

0.125 
cruise              

0.118 
french              

0.113 
**-1/2              

0.113 
sweet               

0.111 
***                 

0.111 
hank                

0.110 
dance               

0.109 
washington          

0.107 
branagh             

13/50

2.0


0.330 
paris               

0.243 
excel               

0.227 
french              

0.202 
1994                

0.189 
girl                

0.188 
dance               

0.166 
wonders             

0.161 
***                 

0.156 
branagh             

0.142 
sweet               

0.136 
reflect             

0.134 
**-1/2              

0.133 
danced              

0.133 
***-1/2             

0.132 
mom                 

32/50

2.2


0.073 
honey               

0.065 
kid                 

0.054 
science             

0.052 
giant               

0.052 
age                 

0.051 
perfect             

0.050 
electric            

0.048 
fun                 

0.048 
king                

0.047 
neon                

0.047 
believed            

0.046 
fiction             

0.046 
doctor              

0.046 
human               

0.046 
chan                

43/50

2.9


0.044 
age                 

0.044 
kid                 

0.042 
believed            

0.042 
doctor              

0.042 
kennedy             

0.041 
michel              

0.041 
honey               

0.041 
perfect             

0.041 
fun                 

0.041 
king                

0.041 
collin              

0.041 
fresh               

0.041 
escape              

0.041 
asks                

0.040 
power               

23/50

3.5


0.048 
age                 

0.046 
kid                 

0.044 
doctor              

0.044 
kennedy             

0.044 
fresh               

0.044 
michel              

0.044 
perfect             

0.044 
believed            

0.043 
words               

0.043 
asks                

0.043 
collin              

0.043 
king                

0.043 
piece               

0.043 
power               

0.042 
honey               

1/50

4.0


0.499 
suppose             

0.000 
denis               

0.000 
tucker              

0.000 
puppet              

0.000 
harper              

0.000 
spice               

0.000 
butler              

0.000 
ricci               

0.000 
le                  

0.000 
whoopi              

0.000 
atom                

0.000 
faint               

0.000 
sorvino             

0.000 
goldberg            

0.000 
grab                

36/50

4.1


0.198 
stretch             

0.113 
present             

0.106 
emotion             

0.105 
reality             

0.103 
dream               

0.100 
works               

0.100 
motion              

0.094 
preside             

0.093 
spacey              

0.092 
easy                

0.092 
smith               

0.092 
impress             

0.090 
interview           

0.090 
combine             

0.090 
human               

30/50

4.7


0.047 
kennedy             

0.046 
fresh               

0.046 
dragon              

0.046 
collin              

0.045 
senate              

0.045 
doctor              

0.044 
campaign            

0.043 
michel              

0.043 
age                 

0.043 
harris              

0.043 
believed            

0.042 
asks                

0.042 
kid                 

0.041 
power               

0.041 
words               

20/50

5.2


0.060 
doctor              

0.058 
kennedy             

0.054 
camp                

0.050 
fresh               

0.049 
campaign            

0.049 
dragon              

0.048 
senate              

0.047 
madeleine           

0.047 
harris              

0.047 
jewish              

0.047 
asks                

0.046 
collin              

0.046 
words               

0.046 
write               

0.046 
concentrate         

17/50

5.2


0.046 
collin              

0.046 
senate              

0.046 
kennedy             

0.045 
dragon              

0.044 
campaign            

0.043 
fresh               

0.042 
harris              

0.042 
doctor              

0.041 
michel              

0.040 
camp                

0.040 
believed            

0.040 
age                 

0.040 
asks                

0.040 
connery             

0.040 
kid                 

14/50

6.4


0.499 
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              

8/50

6.7


0.049 
senate              

0.049 
collin              

0.046 
dragon              

0.045 
kennedy             

0.044 
campaign            

0.043 
harris              

0.042 
fresh               

0.041 
camp                

0.041 
club                

0.041 
connery             

0.040 
paradis             

0.040 
crowe               

0.040 
bergman             

0.040 
media               

0.040 
doctor              

0/50

6.8


0.048 
collin              

0.044 
senate              

0.044 
kennedy             

0.042 
dragon              

0.041 
campaign            

0.041 
inspector           

0.039 
sir                 

0.039 
harris              

0.039 
club                

0.039 
connery             

0.039 
otto                

0.038 
camp                

0.038 
crowe               

0.038 
count               

0.038 
fresh               

24/50

7.0


0.131 
inspector           

0.103 
vampire             

0.087 
count               

0.067 
sir                 

0.060 
truck               

0.059 
barrymore           

0.059 
ham                 

0.059 
blade               

0.058 
otto                

0.056 
meek                

0.056 
plan                

0.055 
village             

0.055 
spoof               

0.055 
servant             

0.052 
von                 

7/50

8.4


0.056 
senate              

0.054 
collin              

0.047 
dragon              

0.047 
harris              

0.046 
campaign            

0.045 
kennedy             

0.044 
paradis             

0.043 
camp                

0.043 
fresh               

0.043 
club                

0.042 
crowe               

0.041 
inspector           

0.041 
candid              

0.041 
bergman             

0.041 
cook                

42/50

8.7


0.121 
harris              

0.097 
senate              

0.093 
dragon              

0.069 
campaign            

0.068 
collin              

0.068 
camp                

0.062 
paradis             

0.061 
stewart             

0.059 
graham              

0.058 
virus               

0.058 
hughes              

0.058 
emperor             

0.058 
club                

0.057 
cook                

0.057 
byrne               

33/50

10.3


0.995 
realize             

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              

4/50

11.7


0.990 
trainspotting       

0.442 
del                 

0.211 
disgust             

0.065 
reflect             

0.062 
vomit               

0.057 
thought             

0.046 
black               

0.035 
flies               

0.028 
sweet               

0.028 
cable               

0.028 
mail                

0.027 
duke                

0.027 
revolve             

0.027 
38                  

0.027 
wheel               

12/50

13.0


0.995 
bond                

0.000 
diamond             

0.000 
left                

0.000 
exuberant           

0.000 
rod                 

0.000 
eclipse             

0.000 
1988                

0.000 
audit               

0.000 
banks               

0.000 
tasted              

0.000 
depicts             

0.000 
overacting          

0.000 
boyle               

0.000 
vampire             

0.000 
pocket              

46/50

13.0


0.060 
paradis             

0.052 
tucci               

0.050 
basketball          

0.048 
expose              

0.048 
saint               

0.047 
blink               

0.047 
ward                

0.047 
chen                

0.047 
trace               

0.047 
hal                 

0.047 
halloween           

0.047 
flame               

0.046 
richardson          

0.046 
ford                

0.046 
entries             

27/50

13.2


0.983 
school              

0.000 
letter              

0.000 
left                

0.000 
envelop             

0.000 
exuberant           

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               

41/50

17.3


0.913 
adams               

0.315 
dr                  

0.065 
patch               

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