LEGEND_NAME = PC_sLDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = wifi

alcoholdeliveryexpensive
kid_friendlyoutdoor_seatingreservations
wifi

FRAC_LABELS = 0.2

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=0.200-n_states=025-alpha=1.1000-tau=1.0100-lambda_w=000.100-init_name=bestauc_gibbs_K025_f0.200-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=10/1/lap0000020.000_topic_model_snapshot

8/25

-6.2


0.018 
sandwich            

0.009 
line                

0.008 
sandwiches          

0.005 
healthy             

0.005 
grilled             

0.005 
drive               

0.004 
filling             

0.004 
counter             

0.004 
breakfast           

0.004 
guys                

0.004 
ingredients         

0.004 
dog                 

0.004 
employees           

0.003 
yum                 

0.003 
unique              

4/25

-5.7


0.005 
green               

0.005 
kids                

0.004 
pittsburgh          

0.004 
counter             

0.004 
steak               

0.004 
cream               

0.003 
light               

0.003 
manager             

0.003 
tea                 

0.003 
onions              

0.003 
line                

0.003 
helpful             

0.002 
fun                 

0.002 
craving             

0.002 
shop                

19/25

-1.9


0.006 
waiter              

0.005 
seated              

0.004 
dessert             

0.004 
party               

0.004 
reservation         

0.004 
ambiance            

0.004 
appetizer           

0.003 
group               

0.003 
manager             

0.003 
servers             

0.003 
pricey              

0.003 
main                

0.003 
wine                

0.003 
chef                

0.003 
reservations        

10/25

-1.6


0.069 
tacos               

0.057 
mexican             

0.040 
salsa               

0.037 
taco                

0.035 
burrito             

0.033 
chips               

0.022 
beans               

0.021 
rice                

0.016 
guacamole           

0.015 
asada               

0.015 
carne               

0.014 
fish                

0.011 
margaritas          

0.011 
authentic           

0.010 
shrimp              

20/25

-1.5


0.034 
pizza               

0.017 
delivery            

0.005 
sandwich            

0.004 
owner               

0.004 
wings               

0.004 
sandwiches          

0.003 
deliver             

0.003 
vegas               

0.003 
green               

0.003 
delivered           

0.003 
phone               

0.003 
takeout             

0.003 
slice               

0.003 
greasy              

0.003 
combo               

3/25

-1.3


0.023 
toronto             

0.014 
flavour             

0.013 
favourite           

0.011 
authentic           

0.010 
rice                

0.008 
fish                

0.008 
beer                

0.007 
grilled             

0.007 
dessert             

0.006 
vegetarian          

0.006 
flavourful          

0.006 
specials            

0.006 
pork                

0.005 
music               

0.005 
cream               

17/25

-1.3


0.153 
sushi               

0.044 
roll                

0.036 
rolls               

0.024 
salmon              

0.023 
fish                

0.021 
sashimi             

0.020 
japanese            

0.018 
rice                

0.018 
tuna                

0.014 
tempura             

0.013 
ayce                

0.011 
miso                

0.009 
shrimp              

0.008 
pieces              

0.007 
sake                

1/25

-1.1


0.061 
chinese             

0.044 
ramen               

0.039 
rice                

0.037 
noodles             

0.031 
pork                

0.021 
noodle              

0.019 
dim                 

0.019 
sum                 

0.018 
dumplings           

0.017 
egg                 

0.017 
shrimp              

0.013 
broth               

0.010 
asian               

0.009 
duck                

0.009 
tea                 

7/25

-1.0


0.042 
chocolate           

0.036 
coffee              

0.026 
crepe               

0.021 
crepes              

0.020 
cream               

0.018 
ice                 

0.018 
cake                

0.015 
dessert             

0.015 
pastries            

0.011 
french              

0.011 
desserts            

0.010 
croissant           

0.010 
donuts              

0.010 
cheesecake          

0.008 
pastry              

9/25

-1.0


0.163 
thai                

0.068 
curry               

0.053 
pad                 

0.032 
rice                

0.024 
vegan               

0.020 
noodles             

0.015 
tofu                

0.012 
shrimp              

0.011 
spice               

0.011 
rolls               

0.011 
coconut             

0.009 
tea                 

0.008 
green               

0.008 
noodle              

0.008 
level               

12/25

-1.0


0.051 
und                 

0.041 
die                 

0.036 
das                 

0.032 
der                 

0.025 
ist                 

0.021 
war                 

0.021 
es                  

0.021 
ich                 

0.020 
nicht               

0.019 
sehr                

0.018 
mit                 

0.018 
auch                

0.017 
zu                  

0.017 
wir                 

0.015 
ein                 

0/25

-1.0


0.345 
pizza               

0.052 
crust               

0.037 
pizzas              

0.020 
thin                

0.016 
pie                 

0.016 
toppings            

0.014 
pepperoni           

0.013 
garlic              

0.012 
sausage             

0.010 
ingredients         

0.010 
italian             

0.010 
oven                

0.009 
ny                  

0.009 
mozzarella          

0.007 
york                

11/25

-0.7


0.067 
pasta               

0.054 
italian             

0.028 
wine                

0.014 
ravioli             

0.012 
meatballs           

0.012 
spaghetti           

0.011 
owner               

0.010 
lasagna             

0.009 
veal                

0.009 
gnocchi             

0.009 
bruschetta          

0.009 
tomato              

0.008 
eggplant            

0.007 
dessert             

0.007 
sausage             

24/25

-0.7


0.183 
burger              

0.119 
fries               

0.067 
burgers             

0.015 
onion               

0.015 
bacon               

0.014 
bun                 

0.013 
shake               

0.013 
rings               

0.011 
dog                 

0.010 
dogs                

0.010 
chili               

0.009 
potato              

0.007 
juicy               

0.006 
cheeseburger        

0.006 
tots                

13/25

-0.7


0.054 
pita                

0.050 
greek               

0.041 
gyro                

0.040 
hummus              

0.026 
rice                

0.025 
falafel             

0.025 
lamb                

0.020 
shawarma            

0.018 
gyros               

0.018 
fries               

0.013 
kabob               

0.012 
mediterranean       

0.011 
middle              

0.011 
baklava             

0.010 
feta                

23/25

-0.4


0.090 
bbq                 

0.054 
pork                

0.049 
ribs                

0.040 
brisket             

0.032 
sandwich            

0.031 
wings               

0.027 
pulled              

0.022 
sides               

0.019 
beans               

0.017 
fries               

0.014 
potato              

0.013 
corn                

0.012 
smoked              

0.011 
tender              

0.011 
cornbread           

18/25

-0.4


0.069 
pho                 

0.038 
korean              

0.032 
rice                

0.029 
pork                

0.021 
vietnamese          

0.019 
broth               

0.016 
rolls               

0.015 
noodles             

0.010 
kimchi              

0.010 
bowl                

0.010 
vegas               

0.010 
egg                 

0.009 
tofu                

0.008 
hawaiian            

0.008 
shrimp              

16/25

-0.3


0.092 
breakfast           

0.049 
eggs                

0.028 
brunch              

0.026 
pancakes            

0.025 
toast               

0.022 
coffee              

0.021 
bacon               

0.018 
hash                

0.017 
waffles             

0.015 
potatoes            

0.014 
egg                 

0.013 
french              

0.011 
seated              

0.010 
biscuits            

0.010 
waffle              

2/25

-0.3


0.061 
indian              

0.037 
fish                

0.030 
shrimp              

0.028 
crab                

0.027 
rice                

0.026 
buffet              

0.025 
naan                

0.024 
seafood             

0.021 
oysters             

0.018 
curry               

0.014 
masala              

0.011 
butter              

0.011 
lamb                

0.011 
crawfish            

0.010 
tikka               

5/25

-0.1


0.071 
de                  

0.043 
montreal            

0.035 
la                  

0.030 
à                   

0.027 
poutine             

0.022 
est                 

0.021 
pour                

0.020 
pas                 

0.018 
une                 

0.017 
des                 

0.017 
je                  

0.017 
en                  

0.015 
du                  

0.014 
mais                

0.013 
très                

21/25

0.2


0.111 
vegas               

0.052 
buffet              

0.024 
strip               

0.023 
las                 

0.015 
line                

0.013 
casino              

0.013 
crab                

0.012 
buffets             

0.009 
legs                

0.009 
hotel               

0.009 
dessert             

0.008 
rib                 

0.008 
prime               

0.007 
seafood             

0.007 
bellagio            

14/25

0.4


0.057 
steak               

0.030 
lobster             

0.020 
filet               

0.015 
wine                

0.015 
rib                 

0.014 
steaks              

0.013 
dessert             

0.013 
potatoes            

0.011 
medium              

0.011 
sides               

0.010 
rare                

0.010 
scallops            

0.010 
steakhouse          

0.010 
crab                

0.009 
ribeye              

6/25

2.6


0.012 
beer                

0.009 
patio               

0.005 
kids                

0.004 
appetizer           

0.004 
wings               

0.004 
manager             

0.004 
waiter              

0.003 
outdoor             

0.003 
beers               

0.003 
group               

0.003 
line                

0.003 
servers             

0.003 
sandwich            

0.003 
saturday            

0.003 
evening             

22/25

3.8


0.018 
beer                

0.009 
fries               

0.007 
wine                

0.007 
wings               

0.007 
beers               

0.006 
sandwich            

0.006 
fun                 

0.005 
bartender           

0.005 
music               

0.005 
cocktails           

0.005 
burger              

0.004 
bartenders          

0.003 
list                

0.003 
pub                 

0.003 
specials            

15/25

12.4


0.012 
sandwich            

0.010 
coffee              

0.006 
breakfast           

0.005 
owner               

0.004 
sandwiches          

0.004 
bowl                

0.004 
drive               

0.004 
flavors             

0.004 
tea                 

0.004 
egg                 

0.004 
counter             

0.004 
manager             

0.004 
line                

0.004 
cream               

0.003 
bacon