LEGEND_NAME = PC_sLDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = outdoor_seating

alcoholdeliveryexpensive
kid_friendlyoutdoor_seatingreservations
wifi

FRAC_LABELS = 0.05

0.050.10.2
1.0

N_STATES = 25.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/yelp_7label/20171011frombest-mod_name=slda__tf-frac_labels=0.050-n_states=025-alpha=1.1000-tau=1.0100-lambda_w=000.100-init_name=bestauc_gibbs_K025_f0.050-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=10/1/lap0000010.000_topic_model_snapshot

3/25

-3.5


0.013 
fries               

0.005 
counter             

0.005 
fish                

0.004 
drive               

0.004 
parking             

0.004 
joint               

0.003 
cook                

0.003 
owner               

0.003 
greasy              

0.003 
cash                

0.003 
craving             

0.003 
cashier             

0.003 
line                

0.003 
cream               

0.003 
onions              

15/25

-2.6


0.041 
chinese             

0.039 
rice                

0.021 
noodles             

0.017 
shrimp              

0.016 
pork                

0.012 
sum                 

0.012 
egg                 

0.011 
noodle              

0.011 
dim                 

0.010 
authentic           

0.010 
dumplings           

0.008 
rolls               

0.008 
asian               

0.007 
sour                

0.006 
tofu                

16/25

-2.3


0.118 
pizza               

0.024 
delivery            

0.014 
crust               

0.014 
wings               

0.012 
toppings            

0.009 
italian             

0.008 
pepperoni           

0.008 
pizzas              

0.006 
slice               

0.006 
pasta               

0.006 
phone               

0.005 
owner               

0.005 
delivered           

0.005 
deliver             

0.005 
slices              

9/25

-1.7


0.138 
vegas               

0.037 
las                 

0.033 
strip               

0.015 
casino              

0.013 
steak               

0.010 
hotel               

0.007 
fun                 

0.007 
airport             

0.006 
rib                 

0.005 
trip                

0.005 
prime               

0.005 
line                

0.005 
cafe                

0.005 
show                

0.005 
york                

7/25

-1.4


0.059 
ramen               

0.041 
pork                

0.037 
korean              

0.024 
noodles             

0.021 
rice                

0.021 
broth               

0.018 
toronto             

0.015 
bowl                

0.013 
japanese            

0.012 
noodle              

0.011 
kimchi              

0.011 
tofu                

0.010 
egg                 

0.009 
miso                

0.008 
belly               

12/25

-1.4


0.064 
indian              

0.025 
naan                

0.024 
lobster             

0.021 
oysters             

0.018 
rice                

0.017 
crab                

0.016 
fish                

0.016 
shrimp              

0.015 
masala              

0.014 
seafood             

0.014 
curry               

0.011 
crawfish            

0.011 
tikka               

0.011 
chips               

0.010 
roti                

2/25

-1.3


0.158 
sushi               

0.046 
roll                

0.039 
rolls               

0.021 
sashimi             

0.020 
fish                

0.017 
japanese            

0.017 
tuna                

0.016 
rice                

0.015 
tempura             

0.015 
ayce                

0.013 
salmon              

0.010 
miso                

0.009 
chef                

0.008 
sake                

0.007 
nigiri              

6/25

-1.2


0.148 
thai                

0.060 
curry               

0.048 
pad                 

0.025 
vegan               

0.018 
rice                

0.012 
tofu                

0.011 
spice               

0.011 
green               

0.009 
filipino            

0.008 
rolls               

0.008 
tea                 

0.007 
level               

0.007 
yum                 

0.007 
vegetarian          

0.007 
noodles             

19/25

-1.2


0.006 
steak               

0.006 
dessert             

0.006 
wine                

0.004 
reservation         

0.004 
lobster             

0.004 
ambiance            

0.004 
waiter              

0.003 
duck                

0.003 
chocolate           

0.003 
music               

0.003 
chef                

0.003 
party               

0.003 
reservations        

0.003 
pricey              

0.003 
seated              

22/25

-0.8


0.148 
buffet              

0.028 
buffets             

0.028 
crab                

0.022 
legs                

0.016 
vegas               

0.016 
line                

0.015 
rib                 

0.012 
desserts            

0.012 
dessert             

0.011 
bellagio            

0.011 
prime               

0.011 
seafood             

0.010 
brunch              

0.010 
station             

0.009 
wynn                

20/25

-0.6


0.081 
breakfast           

0.047 
eggs                

0.025 
toast               

0.025 
pancakes            

0.024 
brunch              

0.023 
bacon               

0.019 
hash                

0.018 
coffee              

0.016 
waffles             

0.015 
french              

0.014 
potatoes            

0.012 
egg                 

0.011 
waffle              

0.011 
sausage             

0.011 
gravy               

4/25

-0.4


0.069 
de                  

0.043 
montreal            

0.040 
poutine             

0.040 
la                  

0.027 
à                   

0.025 
pour                

0.022 
est                 

0.019 
pas                 

0.017 
une                 

0.017 
je                  

0.017 
des                 

0.016 
en                  

0.015 
du                  

0.014 
mais                

0.013 
très                

0/25

-0.4


0.138 
pho                 

0.040 
vietnamese          

0.026 
rolls               

0.026 
broth               

0.022 
rice                

0.020 
pork                

0.018 
poke                

0.016 
bowl                

0.015 
hawaiian            

0.013 
banh                

0.012 
oxtail              

0.012 
noodles             

0.010 
bun                 

0.009 
egg                 

0.007 
hawaii              

13/25

-0.3


0.026 
sandwich            

0.009 
sandwiches          

0.009 
pittsburgh          

0.006 
potato              

0.005 
line                

0.005 
filling             

0.005 
flavorful           

0.005 
deli                

0.005 
hole                

0.004 
downtown            

0.004 
steak               

0.004 
salads              

0.004 
guys                

0.004 
tender              

0.004 
chips               

10/25

-0.3


0.042 
pita                

0.041 
greek               

0.033 
gyro                

0.029 
hummus              

0.022 
rice                

0.020 
falafel             

0.016 
shawarma            

0.014 
gyros               

0.013 
lamb                

0.011 
kabob               

0.009 
fries               

0.009 
mediterranean       

0.009 
baklava             

0.008 
authentic           

0.008 
eastern             

1/25

-0.2


0.108 
bbq                 

0.055 
pork                

0.050 
ribs                

0.047 
brisket             

0.024 
pulled              

0.022 
sides               

0.019 
beans               

0.017 
corn                

0.016 
sandwich            

0.013 
tender              

0.011 
cornbread           

0.011 
potato              

0.010 
grits               

0.009 
slaw                

0.009 
smoked              

23/25

-0.0


0.042 
coffee              

0.019 
chocolate           

0.016 
cream               

0.016 
tea                 

0.012 
crepe               

0.012 
dessert             

0.012 
ice                 

0.010 
cafe                

0.009 
crepes              

0.008 
pastries            

0.008 
milk                

0.007 
bagel               

0.007 
cake                

0.007 
desserts            

0.006 
latte               

11/25

0.1


0.073 
tacos               

0.041 
taco                

0.040 
burrito             

0.035 
mexican             

0.031 
salsa               

0.023 
chips               

0.018 
asada               

0.017 
carne               

0.017 
beans               

0.017 
rice                

0.015 
fish                

0.012 
burritos            

0.010 
guacamole           

0.010 
green               

0.008 
shrimp              

17/25

0.1


0.194 
burger              

0.073 
fries               

0.072 
burgers             

0.021 
dog                 

0.015 
bun                 

0.015 
shake               

0.014 
bacon               

0.012 
rings               

0.012 
chili               

0.012 
dogs                

0.008 
toppings            

0.008 
onion               

0.007 
shakes              

0.007 
juicy               

0.007 
potato              

18/25

0.3


0.060 
mexican             

0.038 
salsa               

0.030 
chips               

0.024 
margaritas          

0.024 
tacos               

0.017 
guacamole           

0.015 
taco                

0.014 
enchiladas          

0.014 
rice                

0.013 
beans               

0.012 
fajitas             

0.010 
authentic           

0.008 
tortilla            

0.008 
queso               

0.007 
pork                

14/25

0.6


0.008 
shrimp              

0.008 
waiter              

0.007 
beer                

0.007 
seated              

0.006 
appetizer           

0.006 
steak               

0.005 
dessert             

0.005 
servers             

0.005 
seafood             

0.004 
kids                

0.004 
wine                

0.004 
party               

0.004 
appetizers          

0.004 
garlic              

0.004 
main                

21/25

1.4


0.052 
und                 

0.044 
die                 

0.036 
das                 

0.032 
der                 

0.023 
ist                 

0.021 
war                 

0.021 
sehr                

0.021 
nicht               

0.020 
ich                 

0.020 
es                  

0.019 
mit                 

0.019 
wir                 

0.017 
zu                  

0.017 
auch                

0.016 
ein                 

24/25

1.6


0.080 
pizza               

0.035 
italian             

0.033 
pasta               

0.017 
crust               

0.013 
pizzas              

0.013 
wine                

0.010 
meatballs           

0.009 
sausage             

0.007 
spaghetti           

0.007 
veal                

0.007 
mozzarella          

0.007 
ravioli             

0.006 
gnocchi             

0.006 
calamari            

0.005 
bruschetta          

8/25

3.4


0.017 
beer                

0.011 
patio               

0.010 
fries               

0.009 
wings               

0.007 
beers               

0.006 
burger              

0.006 
fun                 

0.005 
music               

0.005 
game                

0.004 
bartender           

0.004 
sandwich            

0.003 
wine                

0.003 
pub                 

0.003 
bartenders          

0.003 
pork                

5/25

4.0


0.019 
sandwich            

0.010 
breakfast           

0.007 
sandwiches          

0.006 
manager             

0.005 
ingredients         

0.005 
drive               

0.004 
healthy             

0.004 
line                

0.004 
cafe                

0.003 
counter             

0.003 
glad                

0.003 
helpful             

0.003 
avocado             

0.003 
morning             

0.003 
kids