LEGEND_NAME = PC_sLDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = delivery

alcoholdeliveryexpensive
kid_friendlyoutdoor_seatingreservations
wifi

FRAC_LABELS = 0.2

0.050.10.2
1.0

N_STATES = 50.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/yelp_7label/20171012frombfast-mod_name=slda__tf-frac_labels=0.200-n_states=050-alpha=1.1000-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K050_f0.200-weight_x=1.0-weight_y=0100.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=10/1/lap0000005.000_topic_model_snapshot

25/50

-8.2


0.042 
patio               

0.020 
phoenix             

0.014 
scottsdale          

0.013 
outdoor             

0.010 
parking             

0.009 
fun                 

0.007 
arizona             

0.006 
weather             

0.006 
az                  

0.006 
tempe               

0.005 
music               

0.005 
saturday            

0.005 
cute                

0.005 
valley              

0.005 
beautiful           

27/50

-8.1


0.020 
appetizer           

0.018 
shrimp              

0.014 
appetizers          

0.013 
salmon              

0.012 
waiter              

0.012 
dessert             

0.010 
cheesecake          

0.010 
entrees             

0.009 
calamari            

0.009 
seated              

0.009 
entree              

0.008 
manager             

0.008 
dip                 

0.006 
cake                

0.006 
birthday            

31/50

-7.9


0.124 
steak               

0.026 
rib                 

0.024 
filet               

0.020 
steaks              

0.019 
prime               

0.019 
medium              

0.019 
potatoes            

0.017 
rare                

0.015 
sides               

0.013 
steakhouse          

0.013 
ribeye              

0.011 
cut                 

0.010 
potato              

0.010 
mashed              

0.008 
butter              

39/50

-6.5


0.124 
vegas               

0.036 
strip               

0.031 
las                 

0.012 
casino              

0.010 
trip                

0.009 
hotel               

0.008 
located             

0.005 
staying             

0.004 
24                  

0.004 
pricey              

0.004 
line                

0.004 
lv                  

0.004 
stay                

0.004 
lol                 

0.004 
la                  

13/50

-6.4


0.119 
breakfast           

0.035 
eggs                

0.028 
pancakes            

0.023 
diner               

0.023 
coffee              

0.017 
toast               

0.015 
bacon               

0.014 
hash                

0.014 
morning             

0.013 
browns              

0.012 
gravy               

0.011 
omelet              

0.010 
sausage             

0.010 
steak               

0.010 
potatoes            

10/50

-6.4


0.018 
dessert             

0.015 
reservation         

0.011 
waiter              

0.009 
chef                

0.007 
reservations        

0.007 
tasting             

0.006 
cake                

0.006 
wine                

0.006 
appetizer           

0.006 
main                

0.006 
birthday            

0.005 
sea                 

0.005 
lobster             

0.005 
show                

0.005 
beautiful           

2/50

-6.2


0.017 
pork                

0.012 
cocktails           

0.008 
unique              

0.008 
belly               

0.007 
cocktail            

0.007 
short               

0.007 
flavors             

0.006 
vibe                

0.006 
interesting         

0.006 
space               

0.006 
fun                 

0.005 
modern              

0.005 
group               

0.005 
chef                

0.005 
ambiance            

14/50

-5.6


0.007 
pittsburgh          

0.006 
line                

0.005 
youll               

0.005 
cash                

0.004 
wall                

0.004 
packed              

0.004 
city                

0.004 
life                

0.004 
heard               

0.003 
crowded             

0.003 
hands               

0.003 
trip                

0.003 
remember            

0.003 
neighborhood        

0.003 
parking             

40/50

-5.4


0.102 
coffee              

0.046 
cafe                

0.042 
tea                 

0.022 
crepe               

0.017 
crepes              

0.014 
latte               

0.012 
shop                

0.012 
milk                

0.011 
pastries            

0.010 
cup                 

0.010 
croissant           

0.009 
iced                

0.009 
breakfast           

0.009 
wifi                

0.008 
café                

38/50

-4.6


0.011 
drive               

0.011 
employees           

0.010 
manager             

0.008 
line                

0.007 
kids                

0.007 
counter             

0.006 
cashier             

0.005 
horrible            

0.005 
dirty               

0.005 
chain               

0.005 
girl                

0.005 
airport             

0.004 
locations           

0.004 
store               

0.004 
rude                

1/50

-4.4


0.105 
ramen               

0.041 
noodles             

0.037 
broth               

0.033 
pork                

0.027 
japanese            

0.023 
bowl                

0.016 
miso                

0.014 
noodle              

0.012 
rice                

0.012 
egg                 

0.009 
salty               

0.008 
belly               

0.008 
udon                

0.007 
gyoza               

0.007 
tonkotsu            

29/50

-4.4


0.146 
beer                

0.047 
beers               

0.016 
tap                 

0.015 
pub                 

0.009 
bartender           

0.009 
craft               

0.008 
draft               

0.007 
list                

0.006 
sandwich            

0.006 
fries               

0.006 
chips               

0.005 
brew                

0.005 
ale                 

0.005 
fun                 

0.005 
brewery             

43/50

-4.3


0.075 
crab                

0.075 
lobster             

0.070 
seafood             

0.053 
shrimp              

0.047 
oysters             

0.014 
oyster              

0.012 
crawfish            

0.010 
juicy               

0.009 
legs                

0.009 
clams               

0.008 
garlic              

0.008 
chowder             

0.008 
pan                 

0.008 
cajun               

0.008 
fries               

9/50

-3.8


0.243 
pizza               

0.045 
crust               

0.031 
pizzas              

0.020 
thin                

0.017 
toppings            

0.015 
pie                 

0.012 
oven                

0.012 
sausage             

0.010 
ingredients         

0.010 
mozzarella          

0.010 
pepperoni           

0.007 
salads              

0.007 
dough               

0.007 
slice               

0.007 
ny                  

5/50

-3.7


0.103 
view                

0.043 
hotel               

0.025 
beautiful           

0.021 
bellagio            

0.019 
views               

0.018 
window              

0.015 
lake                

0.014 
floor               

0.013 
fountains           

0.013 
pool                

0.012 
fountain            

0.010 
aria                

0.010 
overlooking         

0.010 
resort              

0.009 
staying             

46/50

-3.6


0.072 
mexican             

0.049 
salsa               

0.049 
chips               

0.022 
beans               

0.020 
margaritas          

0.017 
rice                

0.016 
guacamole           

0.015 
enchiladas          

0.012 
green               

0.012 
chile               

0.011 
authentic           

0.010 
tacos               

0.010 
fajitas             

0.010 
enchilada           

0.010 
shrimp              

6/50

-3.6


0.037 
music               

0.031 
fun                 

0.010 
playing             

0.010 
loud                

0.010 
bartender           

0.010 
club                

0.009 
play                

0.009 
group               

0.008 
party               

0.008 
crowd               

0.008 
band                

0.006 
bartenders          

0.006 
dance               

0.006 
show                

0.006 
nights              

4/50

-3.6


0.107 
buffet              

0.022 
buffets             

0.019 
line                

0.019 
crab                

0.017 
station             

0.017 
legs                

0.015 
dessert             

0.013 
desserts            

0.011 
prime               

0.011 
seafood             

0.010 
rib                 

0.009 
section             

0.008 
asian               

0.007 
sushi               

0.007 
spoon               

47/50

-3.6


0.061 
brunch              

0.047 
breakfast           

0.042 
eggs                

0.028 
bacon               

0.025 
toast               

0.018 
french              

0.018 
egg                 

0.017 
potatoes            

0.014 
coffee              

0.013 
hash                

0.011 
pancakes            

0.010 
morning             

0.010 
waffles             

0.007 
bloody              

0.007 
banana              

28/50

-3.5


0.143 
wings               

0.039 
game                

0.033 
sports              

0.029 
fries               

0.026 
tvs                 

0.021 
watch               

0.019 
buffalo             

0.017 
wing                

0.015 
games               

0.013 
nachos              

0.010 
football            

0.010 
garlic              

0.008 
ranch               

0.008 
specials            

0.008 
tv                  

3/50

-3.1


0.053 
truffle             

0.022 
kobe                

0.016 
grill               

0.012 
pudding             

0.012 
farm                

0.011 
potato              

0.011 
wellington          

0.010 
mandalay            

0.010 
bay                 

0.010 
blue                

0.009 
parmesan            

0.009 
medium              

0.009 
ramsay              

0.008 
duck                

0.008 
sauces              

42/50

-3.0


0.054 
rice                

0.031 
hawaiian            

0.030 
poke                

0.028 
jerk                

0.021 
oxtail              

0.020 
filipino            

0.020 
teriyaki            

0.018 
pork                

0.018 
island              

0.015 
katsu               

0.013 
hawaii              

0.011 
bowl                

0.010 
garlic              

0.009 
spam                

0.008 
loco                

20/50

-3.0


0.056 
chocolate           

0.056 
cream               

0.044 
ice                 

0.028 
cake                

0.025 
dessert             

0.017 
desserts            

0.011 
donuts              

0.011 
strawberry          

0.011 
frozen              

0.010 
bakery              

0.010 
cookie              

0.009 
flavors             

0.009 
sugar               

0.008 
cakes               

0.008 
cookies             

19/50

-2.9


0.055 
und                 

0.047 
die                 

0.034 
der                 

0.033 
das                 

0.025 
ist                 

0.021 
war                 

0.021 
nicht               

0.021 
ich                 

0.020 
es                  

0.019 
mit                 

0.018 
sehr                

0.017 
wir                 

0.017 
zu                  

0.017 
auch                

0.016 
ein                 

36/50

-2.6


0.188 
burger              

0.109 
fries               

0.063 
burgers             

0.014 
onion               

0.014 
bun                 

0.013 
shake               

0.013 
bacon               

0.012 
rings               

0.008 
potato              

0.008 
juicy               

0.007 
cheeseburger        

0.007 
shakes              

0.007 
joint               

0.006 
onions              

0.006 
guys                

44/50

-2.0


0.150 
pho                 

0.042 
vietnamese          

0.039 
rolls               

0.033 
broth               

0.024 
noodles             

0.020 
rice                

0.019 
pork                

0.019 
bowl                

0.014 
noodle              

0.013 
banh                

0.012 
egg                 

0.011 
shrimp              

0.011 
bun                 

0.010 
vermicelli          

0.009 
roll                

34/50

-1.9


0.033 
waffles             

0.032 
waffle              

0.025 
grits               

0.021 
biscuits            

0.018 
southern            

0.015 
gravy               

0.014 
fries               

0.012 
catfish             

0.011 
greens              

0.011 
tea                 

0.011 
cornbread           

0.011 
green               

0.011 
sides               

0.010 
biscuit             

0.009 
potatoes            

30/50

-1.9


0.070 
pasta               

0.064 
italian             

0.018 
wine                

0.015 
spaghetti           

0.014 
meatballs           

0.012 
ravioli             

0.010 
garlic              

0.010 
veal                

0.009 
calamari            

0.009 
lasagna             

0.008 
oil                 

0.008 
tomato              

0.007 
gnocchi             

0.007 
tiramisu            

0.007 
eggplant            

26/50

-1.8


0.299 
fish                

0.084 
chips               

0.018 
fries               

0.017 
fry                 

0.017 
batter              

0.016 
cod                 

0.014 
shrimp              

0.010 
slaw                

0.010 
mahi                

0.009 
grilled             

0.008 
greasy              

0.008 
battered            

0.007 
onion               

0.007 
coleslaw            

0.006 
tartar              

24/50

-1.8


0.125 
tacos               

0.063 
taco                

0.061 
burrito             

0.024 
asada               

0.023 
salsa               

0.021 
carne               

0.021 
mexican             

0.018 
burritos            

0.018 
chipotle            

0.014 
guacamole           

0.012 
beans               

0.011 
rice                

0.009 
pork                

0.009 
corn                

0.009 
tortillas           

37/50

-1.0


0.095 
dog                 

0.051 
dogs                

0.044 
poutine             

0.042 
fries               

0.027 
chili               

0.026 
tots                

0.020 
chicago             

0.018 
curds               

0.017 
truck               

0.015 
gravy               

0.012 
tater               

0.011 
bacon               

0.010 
bun                 

0.010 
onions              

0.010 
sliders             

21/50

-0.7


0.064 
wine                

0.020 
french              

0.017 
duck                

0.013 
lamb                

0.012 
dessert             

0.010 
salmon              

0.009 
mussels             

0.008 
steak               

0.008 
chocolate           

0.008 
wines               

0.008 
bistro              

0.007 
goat                

0.007 
list                

0.007 
glass               

0.007 
risotto             

49/50

-0.5


0.070 
de                  

0.047 
la                  

0.042 
montreal            

0.029 
à                   

0.026 
pour                

0.023 
est                 

0.018 
pas                 

0.018 
je                  

0.017 
une                 

0.017 
en                  

0.017 
des                 

0.015 
du                  

0.014 
au                  

0.013 
mais                

0.013 
très                

35/50

-0.5


0.045 
chinese             

0.037 
dim                 

0.036 
sum                 

0.028 
dumplings           

0.027 
pork                

0.023 
rice                

0.022 
noodle              

0.021 
noodles             

0.016 
duck                

0.013 
shrimp              

0.011 
pot                 

0.011 
tea                 

0.010 
steamed             

0.008 
dumpling            

0.008 
authentic           

41/50

-0.4


0.045 
tapas               

0.016 
sangria             

0.016 
empanadas           

0.015 
ceviche             

0.015 
de                  

0.014 
rice                

0.013 
spanish             

0.013 
cuban               

0.012 
paella              

0.011 
stuffed             

0.010 
pork                

0.010 
plantains           

0.009 
meats               

0.009 
beans               

0.009 
brazilian           

33/50

-0.3


0.041 
vegan               

0.031 
healthy             

0.028 
bowl                

0.020 
vegetarian          

0.016 
ingredients         

0.013 
wrap                

0.011 
salads              

0.011 
veggie              

0.011 
gluten              

0.009 
veggies             

0.009 
organic             

0.009 
juice               

0.008 
green               

0.008 
bowls               

0.008 
smoothie            

48/50

-0.2


0.057 
hummus              

0.046 
pita                

0.030 
falafel             

0.029 
rice                

0.026 
lamb                

0.025 
shawarma            

0.019 
mediterranean       

0.018 
eastern             

0.017 
kabob               

0.016 
middle              

0.013 
wrap                

0.011 
garlic              

0.009 
jungle              

0.009 
kabobs              

0.009 
baba                

15/50

-0.0


0.152 
sushi               

0.050 
roll                

0.043 
rolls               

0.023 
fish                

0.021 
sashimi             

0.020 
salmon              

0.019 
tuna                

0.016 
japanese            

0.016 
rice                

0.014 
tempura             

0.014 
ayce                

0.010 
miso                

0.009 
shrimp              

0.008 
sake                

0.007 
pieces              

17/50

0.1


0.009 
manager             

0.008 
waiter              

0.008 
seated              

0.008 
servers             

0.006 
empty               

0.005 
tip                 

0.005 
30                  

0.005 
party               

0.005 
horrible            

0.004 
poor                

0.004 
mediocre            

0.004 
hostess             

0.004 
kids                

0.004 
rude                

0.004 
received            

22/50

0.1


0.112 
bbq                 

0.057 
pork                

0.055 
ribs                

0.041 
brisket             

0.033 
pulled              

0.020 
sides               

0.016 
beans               

0.016 
smoked              

0.013 
tender              

0.012 
meats               

0.012 
potato              

0.010 
corn                

0.010 
smoke               

0.009 
sauces              

0.009 
barbecue            

23/50

0.3


0.041 
bagel               

0.039 
pie                 

0.029 
bagels              

0.028 
deli                

0.028 
store               

0.021 
market              

0.015 
cream               

0.015 
potato              

0.014 
grocery             

0.011 
pies                

0.010 
schnitzel           

0.009 
pot                 

0.009 
corned              

0.009 
sausage             

0.008 
shop                

32/50

1.6


0.091 
indian              

0.037 
naan                

0.029 
buffet              

0.023 
rice                

0.022 
curry               

0.021 
masala              

0.016 
lamb                

0.015 
roti                

0.015 
butter              

0.015 
tikka               

0.014 
paneer              

0.012 
garlic              

0.012 
vegetarian          

0.010 
tandoori            

0.010 
spice               

7/50

2.0


0.121 
greek               

0.087 
gyro                

0.044 
fries               

0.040 
pita                

0.039 
gyros               

0.026 
feta                

0.018 
lamb                

0.017 
tzatziki            

0.015 
souvlaki            

0.015 
rice                

0.011 
potatoes            

0.010 
baklava             

0.010 
grilled             

0.007 
dressing            

0.007 
platter             

8/50

2.1


0.026 
toronto             

0.021 
flavour             

0.017 
favourite           

0.009 
flavours            

0.009 
flavourful          

0.007 
city                

0.005 
deep                

0.005 
neighbourhood       

0.005 
packed              

0.004 
filling             

0.004 
takeout             

0.004 
pieces              

0.004 
tax                 

0.004 
35                  

0.004 
space               

12/50

2.2


0.051 
chinese             

0.046 
rice                

0.046 
korean              

0.020 
egg                 

0.015 
pork                

0.014 
asian               

0.013 
tofu                

0.012 
shrimp              

0.012 
sour                

0.011 
noodles             

0.011 
kimchi              

0.010 
orange              

0.009 
bulgogi             

0.008 
mein                

0.007 
veggies             

11/50

2.3


0.147 
thai                

0.066 
curry               

0.046 
pad                 

0.032 
rice                

0.016 
noodles             

0.013 
spice               

0.012 
shrimp              

0.011 
green               

0.011 
tea                 

0.011 
rolls               

0.010 
level               

0.009 
coconut             

0.009 
tofu                

0.008 
authentic           

0.008 
yum                 

45/50

2.5


0.043 
downtown            

0.014 
city                

0.011 
upstairs            

0.009 
main                

0.009 
lovely              

0.008 
parking             

0.007 
space               

0.007 
building            

0.006 
cozy                

0.006 
st                  

0.006 
located             

0.006 
edinburgh           

0.005 
interior            

0.005 
downstairs          

0.005 
floor               

0/50

3.0


0.027 
owner               

0.011 
owners              

0.009 
gem                 

0.007 
glad                

0.006 
drive               

0.005 
homemade            

0.005 
hidden              

0.005 
greeted             

0.005 
valley              

0.005 
flavorful           

0.005 
flavors             

0.004 
owned               

0.004 
welcoming           

0.004 
chef                

0.004 
outstanding         

16/50

3.2


0.188 
sandwich            

0.084 
sandwiches          

0.020 
turkey              

0.012 
grilled             

0.009 
tomato              

0.008 
pastrami            

0.008 
philly              

0.008 
salads              

0.007 
subs                

0.007 
line                

0.007 
chips               

0.007 
bacon               

0.007 
shop                

0.006 
cheesesteak         

0.006 
mayo                

18/50

11.6


0.175 
pizza               

0.040 
delivery            

0.019 
crust               

0.017 
wings               

0.014 
garlic              

0.013 
slice               

0.012 
pizzas              

0.011 
slices              

0.010 
pepperoni           

0.009 
phone               

0.009 
deliver             

0.008 
toppings            

0.008 
delivered           

0.007 
knots               

0.006 
online