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 = 1.0

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=1.000-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=1/3/lap0000200.000_topic_model_snapshot

49/50

-12.1


0.106 
north               

0.059 
reiner              

0.030 
wood                

0.029 
rob                 

0.029 
storm               

0.029 
dear                

0.028 
poet                

0.027 
indian              

0.027 
bent                

0.027 
pray                

0.027 
fable               

0.027 
annoy               

0.026 
moral               

0.026 
pad                 

0.026 
interchange         

23/50

-11.1


0.028 
fell                

0.027 
scream              

0.027 
saint               

0.026 
lifeless            

0.026 
bacon               

0.026 
theory              

0.026 
campbell            

0.025 
robbin              

0.025 
dumb                

0.025 
tristar             

0.025 
wes                 

0.025 
juvenile            

0.025 
scottish            

0.025 
dicaprio            

0.025 
wished              

13/50

-10.7


0.044 
anderson            

0.032 
base                

0.030 
rocket              

0.028 
baker               

0.027 
spice               

0.027 
paltrow             

0.027 
atom                

0.027 
disco               

0.027 
whisper             

0.027 
fool                

0.026 
cliff               

0.026 
snake               

0.026 
2001                

0.026 
well-acted          

0.026 
atmosphere          

28/50

-10.6


0.063 
baby                

0.059 
league              

0.044 
nuts                

0.040 
mixed               

0.038 
tucker              

0.037 
baseball            

0.035 
wrote               

0.033 
chamber             

0.031 
major               

0.030 
sheen               

0.030 
juliette            

0.030 
comedian            

0.030 
schreiber           

0.029 
liev                

0.029 
batman              

8/50

-10.4


0.085 
pink                

0.072 
italian             

0.039 
edwards             

0.039 
ranger              

0.034 
smoke               

0.032 
crowd               

0.032 
farce               

0.031 
preacher            

0.031 
backdrop            

0.031 
supply              

0.031 
parties             

0.031 
seller              

0.030 
fake                

0.030 
surrounds           

0.030 
insecure            

41/50

-9.0


0.087 
camp                

0.059 
porter              

0.056 
survivor            

0.048 
russian             

0.044 
superstar           

0.039 
greek               

0.036 
000                 

0.036 
lots                

0.036 
jewish              

0.035 
mel                 

0.035 
catholic            

0.035 
val                 

0.035 
deep                

0.034 
concentrate         

0.034 
flick               

20/50

-8.4


0.039 
space               

0.031 
horse               

0.030 
hors                

0.029 
stan                

0.028 
pray                

0.027 
robot               

0.027 
dame                

0.026 
baldwin             

0.026 
hooks               

0.026 
iron                

0.025 
tunnel              

0.025 
theron              

0.025 
complain            

0.025 
non-existent        

0.025 
sever               

2/50

-7.5


0.083 
patch               

0.058 
adams               

0.049 
ice                 

0.045 
patient             

0.042 
drug                

0.041 
medic               

0.039 
train               

0.038 
bullet              

0.035 
swim                

0.035 
uncle               

0.033 
instant             

0.033 
float               

0.032 
sand                

0.032 
pool                

0.031 
friday              

0/50

-6.6


0.196 
**                  

0.168 
suppose             

0.151 
flat                

0.133 
runtime             

0.124 
bore                

0.123 
*-1/2               

0.122 
dull                

0.115 
lifeless            

0.113 
worse               

0.111 
found               

0.108 
fail                

0.105 
predict             

0.099 
tedious             

0.095 
waste               

0.094 
screenwriters       

4/50

-6.4


0.086 
voice               

0.079 
cats                

0.061 
mountain            

0.060 
newman              

0.054 
king                

0.049 
thin                

0.047 
campaign            

0.042 
age                 

0.042 
hate                

0.041 
hill                

0.037 
keaton              

0.036 
wild                

0.036 
nice                

0.036 
animal              

0.036 
bank                

21/50

-6.2


0.048 
coach               

0.038 
football            

0.037 
diamond             

0.036 
boxing              

0.035 
boris               

0.034 
boys                

0.032 
dogma               

0.032 
game                

0.031 
offense             

0.031 
blues               

0.031 
match               

0.031 
london              

0.031 
elliott             

0.031 
pitt                

0.031 
jude                

43/50

-6.0


0.110 
seagal              

0.068 
road                

0.067 
giant               

0.066 
brain               

0.062 
basketball          

0.057 
sleepless           

0.053 
boyfriend           

0.052 
baby                

0.052 
ricci               

0.050 
save                

0.048 
voice               

0.047 
valued              

0.047 
leave               

0.043 
parker              

0.043 
meet                

7/50

-5.6


0.149 
crash               

0.081 
rock                

0.075 
car                 

0.066 
race                

0.064 
color               

0.063 
shoes               

0.059 
vegas               

0.058 
cars                

0.054 
fast                

0.051 
gun                 

0.050 
crew                

0.048 
plane               

0.048 
bridge              

0.046 
command             

0.046 
hunter              

42/50

-5.3


0.104 
league              

0.088 
evenly              

0.077 
girls               

0.073 
theory              

0.072 
terms               

0.071 
portman             

0.068 
sequel              

0.066 
baseball            

0.064 
ripe                

0.057 
conspiracy          

0.054 
*                   

0.054 
gibson              

0.052 
rapaport            

0.052 
richardson          

0.051 
scary               

33/50

-5.0


0.090 
urban               

0.089 
adventure           

0.080 
legend              

0.069 
version             

0.064 
cartoon             

0.058 
village             

0.051 
rocky               

0.051 
puppet              

0.049 
report              

0.047 
disney              

0.047 
boy                 

0.047 
magic               

0.043 
killer              

0.042 
stupid              

0.039 
advance             

40/50

-4.4


0.138 
agent               

0.132 
money               

0.100 
bank                

0.089 
batman              

0.088 
fbi                 

0.072 
shadow              

0.060 
wild                

0.059 
service             

0.058 
carrey              

0.057 
author              

0.054 
abandon             

0.052 
ward                

0.052 
caper               

0.052 
west                

0.052 
robbin              

12/50

-3.7


0.143 
game                

0.107 
bond                

0.087 
spend               

0.085 
die                 

0.080 
head                

0.075 
black               

0.075 
control             

0.072 
figure              

0.070 
sort                

0.069 
wo                  

0.068 
roman               

0.066 
choice              

0.066 
williams            

0.064 
philadelphia        

0.062 
suppose             

27/50

-3.7


0.092 
rules               

0.083 
ultimate            

0.070 
fall                

0.069 
menace              

0.069 
happiness           

0.067 
washington          

0.067 
dr                  

0.065 
situated            

0.064 
noir                

0.063 
disco               

0.062 
idea                

0.062 
gay                 

0.062 
talk                

0.061 
blank               

0.061 
eventual            

45/50

-3.0


0.990 
**-1/2              

0.000 
suppose             

0.000 
kid                 

0.000 
dead                

0.000 
school              

0.000 
apparent            

0.000 
boys                

0.000 
provide             

0.000 
laugh               

0.000 
prison              

0.000 
language            

0.000 
i'm                 

0.000 
writer              

0.000 
older               

0.000 
night               

32/50

-2.4


0.085 
jungle              

0.050 
willy               

0.047 
free                

0.041 
2                   

0.041 
dry                 

0.036 
drug                

0.035 
hotel               

0.034 
000                 

0.034 
mimi                

0.034 
prison              

0.033 
teach               

0.032 
diamond             

0.032 
marin               

0.032 
horse               

0.031 
3                   

25/50

-2.0


0.116 
war                 

0.079 
city                

0.078 
married             

0.075 
room                

0.071 
murder              

0.070 
true                

0.070 
williams            

0.068 
house               

0.067 
communist           

0.067 
chan                

0.066 
girl                

0.065 
fun                 

0.065 
black               

0.064 
order               

0.063 
soldier             

47/50

-1.7


0.083 
american            

0.077 
power               

0.076 
human               

0.074 
book                

0.073 
situated            

0.070 
artist              

0.068 
age                 

0.066 
polite              

0.065 
side                

0.063 
drama               

0.063 
easy                

0.063 
secret              

0.063 
enjoy               

0.060 
woody               

0.060 
element             

18/50

-1.1


0.121 
reflect             

0.108 
full                

0.097 
mine                

0.090 
documentary         

0.079 
recommend           

0.078 
mature              

0.078 
meant               

0.078 
wonders             

0.075 
award               

0.073 
employ              

0.071 
death               

0.071 
les                 

0.067 
opinion             

0.066 
sets                

0.065 
fascinate           

9/50

-0.5


0.087 
simple              

0.079 
wed                 

0.071 
emotion             

0.070 
strength            

0.069 
experience          

0.066 
storm               

0.064 
wahlberg            

0.063 
dancer              

0.061 
house               

0.060 
childhood           

0.059 
girl                

0.058 
imagine             

0.058 
band                

0.057 
fate                

0.055 
marry               

10/50

-0.4


0.052 
danger              

0.050 
lopez               

0.049 
minds               

0.049 
wed                 

0.045 
wright              

0.045 
jackson             

0.045 
true                

0.042 
buddy               

0.042 
white               

0.041 
brook               

0.041 
easy                

0.041 
difficult           

0.040 
johnson             

0.040 
crime               

0.039 
brother             

29/50

-0.2


0.097 
heart               

0.094 
documentary         

0.072 
doc                 

0.062 
rush                

0.062 
emotion             

0.062 
narrated            

0.062 
subject             

0.057 
lose                

0.056 
wonders             

0.054 
interview           

0.049 
focus               

0.049 
web                 

0.048 
ernie               

0.047 
conflict            

0.047 
heat                

5/50

0.4


0.067 
polite              

0.063 
country             

0.050 
war                 

0.041 
history             

0.040 
unusual             

0.040 
greek               

0.040 
sun                 

0.037 
women               

0.037 
variety             

0.036 
subtitles           

0.036 
danced              

0.036 
sister              

0.036 
civil               

0.036 
opera               

0.036 
email               

44/50

1.1


0.062 
fatal               

0.061 
moon                

0.061 
walk                

0.060 
instinct            

0.060 
liar                

0.051 
summer              

0.049 
preside             

0.047 
power               

0.046 
daughter            

0.045 
ned                 

0.045 
goldwyn             

0.042 
moore               

0.041 
bergman             

0.038 
speed               

0.038 
kid                 

19/50

1.2


0.093 
dr                  

0.079 
trek                

0.075 
escape              

0.073 
space               

0.062 
chain               

0.058 
smith               

0.058 
chase               

0.057 
animal              

0.056 
america             

0.054 
eastwood            

0.054 
element             

0.050 
child               

0.049 
fans                

0.049 
chang               

0.048 
laugh               

26/50

1.8


0.129 
brother             

0.116 
letter              

0.104 
boy                 

0.084 
nightmare           

0.079 
bunch               

0.079 
school              

0.078 
older               

0.077 
murray              

0.076 
street              

0.073 
money               

0.062 
child               

0.062 
schwarzenegger      

0.062 
dog                 

0.058 
secret              

0.058 
clean               

34/50

2.3


0.083 
game                

0.075 
car                 

0.074 
chan                

0.071 
group               

0.069 
angell              

0.068 
fun                 

0.067 
dark                

0.065 
writer              

0.064 
death               

0.064 
dog                 

0.064 
entertain           

0.063 
la                  

0.063 
hit                 

0.061 
killer              

0.061 
sequence            

38/50

2.4


0.131 
disney              

0.093 
animal              

0.090 
letter              

0.089 
case                

0.080 
sleep               

0.077 
invisible           

0.076 
laugh               

0.076 
house               

0.074 
girl                

0.071 
murder              

0.071 
romance             

0.068 
romantic            

0.068 
happen              

0.067 
police              

0.067 
falls               

6/50

3.6


0.065 
passage             

0.057 
safe                

0.052 
dante               

0.052 
peak                

0.044 
heist               

0.043 
hitchcock           

0.037 
escape              

0.037 
sarandon            

0.035 
shot                

0.035 
harden              

0.034 
noir                

0.033 
gay                 

0.032 
master              

0.032 
front               

0.032 
london              

36/50

3.8


0.039 
clerk               

0.038 
terrorist           

0.034 
smith               

0.034 
plane               

0.033 
decision            

0.031 
board               

0.030 
bunch               

0.030 
carter              

0.029 
col                 

0.029 
chinese             

0.028 
gas                 

0.028 
motion              

0.027 
counter             

0.027 
pulp                

0.027 
tarantino           

37/50

4.7


0.068 
lynch               

0.061 
white               

0.057 
highway             

0.050 
documentary         

0.049 
compass             

0.046 
coppola             

0.044 
mel                 

0.040 
wars                

0.040 
ford                

0.039 
godfather           

0.038 
girls               

0.037 
garcia              

0.035 
hunt                

0.034 
glover              

0.034 
color               

39/50

5.0


0.112 
woody               

0.105 
twilight            

0.094 
chicken             

0.077 
jazz                

0.076 
voice               

0.071 
model               

0.068 
murder              

0.067 
physic              

0.063 
art                 

0.059 
del                 

0.059 
apartment           

0.058 
kieslowski          

0.058 
strike              

0.057 
eve                 

0.056 
artist              

14/50

5.2


0.099 
gold                

0.079 
intense             

0.069 
perfect             

0.066 
town                

0.066 
power               

0.066 
pacino              

0.065 
study               

0.063 
penn                

0.062 
***                 

0.060 
occasional          

0.060 
triumph             

0.058 
quiet               

0.057 
***-1/2             

0.056 
emotion             

0.056 
mamet               

48/50

5.4


0.048 
bartender           

0.047 
tiger               

0.040 
simple              

0.039 
blood               

0.039 
flood               

0.039 
blair               

0.038 
bennett             

0.038 
piano               

0.037 
bar                 

0.037 
apartment           

0.037 
brother             

0.036 
strong              

0.035 
cut                 

0.035 
accidental          

0.035 
knew                

11/50

6.1


0.207 
private             

0.120 
ransom              

0.087 
industry            

0.084 
cowboy              

0.077 
travolta            

0.076 
food                

0.070 
ethan               

0.070 
night               

0.068 
hitchcock           

0.065 
connect             

0.064 
spacey              

0.059 
boil                

0.058 
husband             

0.055 
goodman             

0.053 
stevens             

46/50

6.5


0.047 
penn                

0.039 
intense             

0.039 
lynch               

0.038 
scorsese            

0.036 
limit               

0.035 
sydney              

0.035 
keen                

0.035 
pacino              

0.035 
cup                 

0.035 
hall                

0.034 
carter              

0.034 
electrons           

0.034 
detail              

0.034 
highway             

0.034 
monkey              

30/50

7.1


0.122 
delight             

0.111 
brilliant           

0.109 
perfect             

0.109 
***                 

0.103 
fascinate           

0.102 
hilarious           

0.100 
intense             

0.095 
easy                

0.090 
wonders             

0.090 
speak               

0.090 
human               

0.086 
marvel              

0.083 
enjoy               

0.080 
parent              

0.079 
full                

22/50

7.9


0.086 
trek                

0.084 
titan               

0.067 
thieves             

0.058 
usual               

0.058 
juliette            

0.058 
stewart             

0.055 
earth               

0.052 
cars                

0.051 
generate            

0.050 
contact             

0.050 
guys                

0.048 
monument            

0.045 
concentrate         

0.045 
trace               

0.044 
murphy              

1/50

8.0


0.054 
society             

0.035 
lawyer              

0.033 
justice             

0.032 
drama               

0.032 
armstrong           

0.031 
pacino              

0.028 
fugit               

0.028 
hollow              

0.027 
sing                

0.027 
dexter              

0.027 
law                 

0.027 
attorney            

0.027 
'50s                

0.027 
mgm                 

0.027 
rain                

16/50

9.0


0.059 
oscar               

0.058 
kane                

0.036 
nolte               

0.033 
gambler             

0.030 
dancer              

0.029 
gamble              

0.029 
cole                

0.029 
banks               

0.029 
fiennes             

0.028 
glass               

0.028 
citizen             

0.028 
guitar              

0.027 
afraid              

0.027 
raw                 

0.027 
obsess              

24/50

9.0


0.100 
murphy              

0.079 
jones               

0.074 
juliet              

0.063 
silver              

0.063 
romeo               

0.060 
version             

0.056 
nutty               

0.055 
buddy               

0.054 
fight               

0.051 
professor           

0.045 
costume             

0.045 
shakespeare         

0.045 
sword               

0.041 
blue                

0.040 
wide                

31/50

10.2


0.053 
india               

0.033 
sister              

0.032 
historic            

0.031 
turner              

0.030 
british             

0.030 
nutty               

0.029 
harper              

0.029 
clean               

0.029 
fish                

0.028 
independent         

0.028 
al                  

0.028 
train               

0.028 
religion            

0.028 
conflict            

0.028 
convert             

17/50

11.2


0.035 
cemetery            

0.030 
collin              

0.030 
mimic               

0.028 
bone                

0.027 
conserve            

0.026 
revolution          

0.026 
concert             

0.026 
disease             

0.026 
eliminate           

0.025 
rea                 

0.025 
paragraph           

0.025 
compose             

0.025 
math                

0.025 
sensation           

0.025 
australian          

15/50

12.4


0.041 
ford                

0.033 
preside             

0.030 
harrison            

0.029 
sheriff             

0.029 
bond                

0.028 
track               

0.028 
force               

0.028 
titan               

0.028 
007                 

0.028 
chan                

0.027 
wolfgang            

0.027 
stone               

0.027 
belong              

0.027 
liz                 

0.027 
inevitable          

3/50

13.6


0.034 
hunt                

0.030 
jazz                

0.030 
gold                

0.028 
kings               

0.027 
woody               

0.027 
till                

0.026 
devilish            

0.026 
sgt                 

0.026 
penn                

0.026 
clear               

0.026 
rebel               

0.025 
dilemma             

0.025 
freeman             

0.025 
smart               

0.025 
leary               

35/50

17.1


0.031 
thornton            

0.029 
mann                

0.027 
hank                

0.027 
garner              

0.027 
blade               

0.027 
gibson              

0.027 
plan                

0.026 
duvall              

0.026 
costner             

0.026 
raid                

0.026 
surgery             

0.026 
fiennes             

0.026 
foster              

0.025 
chess               

0.025 
smith