LEGEND_NAME = PC_sLDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = expensive

alcoholdeliveryexpensive
kid_friendlyoutdoor_seatingreservations
wifi

FRAC_LABELS = 1.0

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=1.000-n_states=050-alpha=1.1000-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K050_f1.000-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=10/1/lap0000005.000_topic_model_snapshot

13/50

-10.2


0.049 
breakfast           

0.019 
diner               

0.017 
eggs                

0.015 
seated              

0.014 
toast               

0.014 
pancakes            

0.008 
potatoes            

0.008 
bacon               

0.008 
biscuits            

0.007 
dennys              

0.007 
servers             

0.007 
coffee              

0.007 
morning             

0.007 
browns              

0.006 
specials            

0/50

-8.5


0.021 
phoenix             

0.019 
owner               

0.008 
green               

0.008 
kids                

0.008 
glad                

0.007 
valley              

0.007 
owners              

0.007 
strip               

0.006 
scottsdale          

0.006 
drive               

0.006 
chef                

0.006 
parking             

0.006 
greeted             

0.005 
gem                 

0.005 
homemade            

37/50

-8.4


0.068 
dog                 

0.040 
dogs                

0.039 
fries               

0.026 
chili               

0.018 
bacon               

0.015 
truck               

0.014 
curds               

0.013 
poutine             

0.012 
chicago             

0.012 
tots                

0.010 
onions              

0.010 
bun                 

0.009 
onion               

0.007 
rings               

0.006 
sliders             

24/50

-8.1


0.103 
tacos               

0.052 
taco                

0.048 
burrito             

0.030 
mexican             

0.026 
salsa               

0.023 
asada               

0.021 
carne               

0.016 
burritos            

0.015 
line                

0.014 
beans               

0.011 
rice                

0.010 
tortillas           

0.010 
pork                

0.009 
chipotle            

0.008 
green               

14/50

-7.5


0.009 
line                

0.007 
pittsburgh          

0.006 
rude                

0.006 
packed              

0.005 
wall                

0.005 
shop                

0.004 
grab                

0.004 
filling             

0.004 
cash                

0.004 
store               

0.004 
prepared            

0.004 
crowded             

0.003 
takeout             

0.003 
limited             

0.003 
youll               

38/50

-7.3


0.011 
drive               

0.011 
manager             

0.008 
counter             

0.007 
employees           

0.007 
chain               

0.007 
cashier             

0.006 
kids                

0.006 
line                

0.006 
mcdonalds           

0.005 
window              

0.005 
court               

0.004 
combo               

0.004 
register            

0.004 
horrible            

0.004 
locations           

40/50

-6.2


0.080 
coffee              

0.037 
cafe                

0.030 
tea                 

0.016 
crepe               

0.012 
morning             

0.012 
crepes              

0.012 
latte               

0.010 
milk                

0.009 
breakfast           

0.009 
cup                 

0.008 
pastries            

0.008 
bagel               

0.008 
wifi                

0.008 
shop                

0.008 
space               

20/50

-5.6


0.056 
cream               

0.041 
ice                 

0.038 
chocolate           

0.023 
cake                

0.019 
dessert             

0.014 
strawberry          

0.011 
banana              

0.011 
butter              

0.011 
frozen              

0.010 
donuts              

0.010 
flavors             

0.008 
sugar               

0.007 
cookie              

0.006 
donut               

0.006 
cinnamon            

16/50

-5.6


0.167 
sandwich            

0.075 
sandwiches          

0.018 
turkey              

0.011 
grilled             

0.010 
tomato              

0.008 
toasted             

0.008 
pastrami            

0.008 
chips               

0.007 
lettuce             

0.006 
salads              

0.006 
deli                

0.006 
mayo                

0.006 
subs                

0.006 
peppers             

0.006 
panini              

44/50

-5.3


0.119 
pho                 

0.048 
noodles             

0.038 
noodle              

0.033 
vietnamese          

0.031 
rolls               

0.029 
broth               

0.020 
rice                

0.020 
pork                

0.016 
bowl                

0.012 
egg                 

0.010 
banh                

0.009 
bun                 

0.009 
shrimp              

0.008 
asian               

0.008 
vermicelli          

42/50

-5.2


0.070 
rice                

0.027 
pork                

0.021 
teriyaki            

0.021 
poke                

0.021 
hawaiian            

0.017 
jerk                

0.015 
oxtail              

0.014 
filipino            

0.011 
bowl                

0.010 
island              

0.010 
katsu               

0.009 
hawaii              

0.009 
fusion              

0.008 
garlic              

0.008 
bbq                 

12/50

-4.0


0.064 
chinese             

0.057 
rice                

0.044 
korean              

0.026 
egg                 

0.021 
shrimp              

0.020 
asian               

0.016 
noodles             

0.015 
pork                

0.013 
sour                

0.013 
mein                

0.012 
bulgogi             

0.011 
rolls               

0.011 
broccoli            

0.010 
chow                

0.010 
mongolian           

7/50

-3.7


0.106 
greek               

0.081 
gyro                

0.054 
pita                

0.043 
fries               

0.036 
gyros               

0.024 
feta                

0.018 
lamb                

0.017 
rice                

0.015 
tzatziki            

0.015 
hummus              

0.014 
souvlaki            

0.011 
baklava             

0.010 
mediterranean       

0.010 
potatoes            

0.009 
grilled             

48/50

-2.6


0.050 
hummus              

0.033 
pita                

0.031 
falafel             

0.025 
shawarma            

0.025 
rice                

0.022 
lamb                

0.019 
eastern             

0.016 
kabob               

0.015 
mediterranean       

0.014 
wrap                

0.012 
middle              

0.010 
garlic              

0.009 
baba                

0.009 
authentic           

0.008 
jungle              

9/50

-2.0


0.184 
pizza               

0.040 
crust               

0.027 
pizzas              

0.018 
thin                

0.015 
garlic              

0.014 
pie                 

0.013 
oven                

0.011 
toppings            

0.011 
sausage             

0.010 
slice               

0.009 
ny                  

0.009 
mozzarella          

0.009 
pepperoni           

0.009 
italian             

0.009 
ingredients         

23/50

-1.7


0.033 
bakery              

0.025 
deli                

0.022 
baked               

0.022 
pie                 

0.021 
potato              

0.021 
bagels              

0.020 
bagel               

0.016 
store               

0.014 
goods               

0.014 
cream               

0.013 
pastries            

0.013 
pastry              

0.012 
corned              

0.011 
authentic           

0.010 
grocery             

6/50

-1.7


0.022 
music               

0.021 
fun                 

0.009 
bartenders          

0.007 
group               

0.007 
party               

0.007 
bars                

0.007 
bartender           

0.006 
band                

0.006 
loud                

0.006 
watch               

0.006 
dj                  

0.006 
dance               

0.006 
pool                

0.005 
floor               

0.005 
girls               

34/50

-1.6


0.030 
waffles             

0.023 
waffle              

0.019 
grits               

0.018 
cheesecake          

0.017 
beans               

0.016 
factory             

0.016 
black               

0.016 
rice                

0.014 
southern            

0.013 
cuban               

0.012 
corn                

0.012 
empanadas           

0.012 
cornbread           

0.010 
pork                

0.010 
sides               

45/50

-1.5


0.027 
downtown            

0.012 
music               

0.011 
pub                 

0.010 
upstairs            

0.009 
hotel               

0.009 
evening             

0.009 
potato              

0.007 
party               

0.007 
group               

0.006 
edinburgh           

0.006 
building            

0.006 
walking             

0.006 
playing             

0.006 
downstairs          

0.005 
floor               

35/50

-1.3


0.052 
chinese             

0.038 
dim                 

0.036 
sum                 

0.028 
dumplings           

0.021 
pork                

0.017 
duck                

0.016 
rice                

0.014 
tea                 

0.013 
shrimp              

0.012 
pot                 

0.011 
authentic           

0.010 
fish                

0.009 
steamed             

0.009 
dumpling            

0.009 
noodles             

1/50

-0.3


0.090 
ramen               

0.040 
pork                

0.029 
noodles             

0.028 
broth               

0.020 
japanese            

0.019 
bowl                

0.018 
korean              

0.016 
belly               

0.015 
kimchi              

0.013 
tofu                

0.012 
miso                

0.011 
rice                

0.011 
egg                 

0.010 
noodle              

0.007 
authentic           

32/50

-0.3


0.099 
indian              

0.042 
naan                

0.039 
buffet              

0.022 
masala              

0.021 
curry               

0.017 
butter              

0.017 
rice                

0.016 
roti                

0.016 
lamb                

0.015 
tikka               

0.015 
paneer              

0.014 
vegetarian          

0.012 
garlic              

0.011 
tandoori            

0.010 
samosas             

18/50

-0.3


0.094 
pizza               

0.021 
delivery            

0.009 
crust               

0.008 
owner               

0.007 
delivered           

0.007 
deliver             

0.007 
toppings            

0.006 
phone               

0.006 
pizzas              

0.005 
takeout             

0.005 
counter             

0.005 
guys                

0.004 
slice               

0.004 
pepperoni           

0.004 
slices              

36/50

-0.2


0.206 
burger              

0.113 
fries               

0.071 
burgers             

0.014 
bun                 

0.013 
shake               

0.012 
onion               

0.012 
bacon               

0.011 
rings               

0.008 
juicy               

0.007 
potato              

0.007 
shakes              

0.006 
cheeseburger        

0.006 
onions              

0.006 
toppings            

0.006 
line                

28/50

-0.1


0.214 
wings               

0.074 
fries               

0.045 
game                

0.030 
games               

0.029 
buffalo             

0.028 
sports              

0.026 
wing                

0.017 
watch               

0.016 
philly              

0.014 
steak               

0.013 
garlic              

0.012 
cheesesteak         

0.009 
chili               

0.009 
tv                  

0.008 
tvs                 

26/50

0.1


0.290 
fish                

0.084 
shrimp              

0.047 
chips               

0.021 
salmon              

0.020 
batter              

0.017 
mahi                

0.017 
cod                 

0.011 
grilled             

0.010 
light               

0.009 
slaw                

0.009 
fry                 

0.008 
battered            

0.007 
sea                 

0.007 
tartar              

0.007 
blackened           

33/50

0.3


0.040 
vegan               

0.026 
healthy             

0.019 
ingredients         

0.018 
vegetarian          

0.015 
bowl                

0.014 
salads              

0.011 
sauces              

0.009 
concept             

0.008 
choose              

0.008 
juice               

0.007 
organic             

0.007 
smoothie            

0.007 
choices             

0.007 
toppings            

0.007 
protein             

11/50

0.5


0.149 
thai                

0.070 
curry               

0.047 
pad                 

0.030 
rice                

0.014 
spice               

0.014 
shrimp              

0.013 
noodles             

0.011 
tofu                

0.011 
rolls               

0.010 
green               

0.010 
tea                 

0.010 
level               

0.010 
coconut             

0.009 
authentic           

0.008 
mango               

46/50

0.9


0.060 
mexican             

0.045 
chips               

0.045 
salsa               

0.021 
guacamole           

0.020 
tacos               

0.020 
beans               

0.020 
margaritas          

0.019 
rice                

0.015 
enchiladas          

0.013 
taco                

0.012 
shrimp              

0.010 
fajitas             

0.010 
steak               

0.010 
authentic           

0.009 
corn                

49/50

1.0


0.078 
de                  

0.047 
montreal            

0.047 
la                  

0.033 
à                   

0.028 
pour                

0.025 
est                 

0.020 
pas                 

0.020 
je                  

0.019 
une                 

0.019 
des                 

0.017 
en                  

0.016 
du                  

0.015 
mais                

0.014 
très                

0.014 
au                  

19/50

1.9


0.056 
und                 

0.050 
die                 

0.034 
der                 

0.034 
das                 

0.025 
ist                 

0.021 
nicht               

0.021 
ich                 

0.020 
war                 

0.020 
es                  

0.019 
mit                 

0.018 
sehr                

0.017 
zu                  

0.017 
wir                 

0.017 
auch                

0.016 
ein                 

4/50

2.1


0.107 
buffet              

0.023 
buffets             

0.018 
crab                

0.017 
line                

0.017 
legs                

0.016 
station             

0.014 
desserts            

0.013 
dessert             

0.010 
rib                 

0.010 
prime               

0.010 
seafood             

0.008 
asian               

0.008 
section             

0.007 
sushi               

0.007 
plates              

22/50

2.8


0.110 
bbq                 

0.052 
ribs                

0.049 
pork                

0.043 
brisket             

0.030 
pulled              

0.021 
sides               

0.019 
smoked              

0.016 
beans               

0.014 
meats               

0.013 
tender              

0.013 
potato              

0.011 
fries               

0.010 
slaw                

0.010 
smoke               

0.009 
rib                 

31/50

2.9


0.130 
steak               

0.028 
rib                 

0.024 
steaks              

0.023 
filet               

0.021 
medium              

0.020 
prime               

0.019 
potatoes            

0.017 
sides               

0.015 
steakhouse          

0.014 
ribeye              

0.013 
rare                

0.010 
lobster             

0.010 
potato              

0.009 
mashed              

0.009 
cut                 

29/50

3.7


0.066 
beer                

0.021 
beers               

0.012 
wine                

0.010 
bartender           

0.007 
chips               

0.006 
list                

0.006 
sandwich            

0.006 
casual              

0.006 
packed              

0.006 
servers             

0.006 
tap                 

0.006 
grilled             

0.005 
bloody              

0.005 
tvs                 

0.005 
fries               

15/50

3.9


0.173 
sushi               

0.052 
roll                

0.045 
rolls               

0.023 
sashimi             

0.019 
tuna                

0.019 
japanese            

0.019 
salmon              

0.018 
fish                

0.016 
ayce                

0.015 
rice                

0.014 
tempura             

0.011 
miso                

0.009 
sake                

0.008 
shrimp              

0.007 
chef                

39/50

4.0


0.139 
vegas               

0.037 
strip               

0.036 
las                 

0.014 
casino              

0.011 
hotel               

0.009 
located             

0.008 
trip                

0.007 
line                

0.004 
lv                  

0.004 
staying             

0.004 
24                  

0.004 
horrible            

0.004 
mall                

0.004 
lol                 

0.004 
stay                

47/50

4.5


0.078 
breakfast           

0.043 
eggs                

0.035 
brunch              

0.024 
bacon               

0.021 
coffee              

0.020 
toast               

0.018 
egg                 

0.017 
pancakes            

0.017 
hash                

0.016 
potatoes            

0.015 
french              

0.010 
sausage             

0.009 
waffles             

0.009 
morning             

0.008 
omelet              

43/50

4.6


0.082 
crab                

0.071 
lobster             

0.056 
seafood             

0.051 
shrimp              

0.044 
oysters             

0.014 
cajun               

0.014 
crawfish            

0.012 
oyster              

0.011 
fries               

0.010 
legs                

0.010 
juicy               

0.009 
clams               

0.008 
chowder             

0.008 
pan                 

0.007 
mussels             

30/50

4.9


0.070 
pasta               

0.055 
italian             

0.025 
wine                

0.013 
spaghetti           

0.013 
meatballs           

0.010 
ravioli             

0.009 
veal                

0.009 
garlic              

0.009 
lasagna             

0.008 
parmesan            

0.007 
dessert             

0.007 
calamari            

0.007 
gnocchi             

0.007 
tiramisu            

0.007 
tomato              

8/50

6.3


0.034 
toronto             

0.025 
flavour             

0.021 
favourite           

0.011 
flavours            

0.011 
poutine             

0.010 
flavourful          

0.006 
opened              

0.006 
deep                

0.005 
neighbourhood       

0.005 
craving             

0.005 
resto               

0.005 
pieces              

0.005 
noticed             

0.005 
st                  

0.005 
hidden              

41/50

6.5


0.059 
tapas               

0.019 
skewers             

0.019 
meats               

0.018 
sangria             

0.016 
de                  

0.015 
shrimp              

0.015 
paella              

0.013 
spanish             

0.012 
lamb                

0.012 
plates              

0.011 
ceviche             

0.010 
brazilian           

0.010 
skewer              

0.010 
dates               

0.010 
stuffed             

25/50

7.7


0.029 
patio               

0.010 
outdoor             

0.007 
sandwich            

0.006 
bowl                

0.005 
fun                 

0.005 
chips               

0.004 
choices             

0.004 
manager             

0.004 
scottsdale          

0.004 
weather             

0.004 
music               

0.003 
beautiful           

0.003 
yum                 

0.003 
main                

0.003 
ice                 

17/50

9.5


0.012 
manager             

0.009 
waiter              

0.008 
fun                 

0.008 
kids                

0.006 
seated              

0.005 
party               

0.005 
hostess             

0.004 
appetizers          

0.004 
appetizer           

0.004 
servers             

0.004 
empty               

0.004 
group               

0.004 
birthday            

0.004 
chain               

0.004 
card                

21/50

12.8


0.026 
french              

0.016 
dessert             

0.013 
steak               

0.012 
lamb                

0.011 
duck                

0.011 
salmon              

0.011 
main                

0.011 
pork                

0.009 
brunch              

0.009 
wine                

0.009 
bistro              

0.008 
chocolate           

0.008 
mussels             

0.008 
lovely              

0.007 
entree              

3/50

13.0


0.021 
truffle             

0.014 
kobe                

0.013 
corn                

0.010 
onion               

0.010 
potato              

0.009 
chef                

0.009 
grill               

0.008 
butter              

0.007 
rare                

0.006 
split               

0.006 
honestly            

0.006 
wellington          

0.006 
english             

0.005 
mandalay            

0.005 
american            

5/50

14.0


0.104 
view                

0.027 
hotel               

0.024 
bellagio            

0.019 
fountain            

0.019 
views               

0.015 
beautiful           

0.014 
floor               

0.014 
fountains           

0.014 
show                

0.013 
venetian            

0.012 
pool                

0.012 
aria                

0.011 
golf                

0.010 
overlooking         

0.010 
grand               

2/50

16.3


0.010 
pork                

0.008 
cocktails           

0.007 
seated              

0.007 
cocktail            

0.006 
vibe                

0.006 
ambiance            

0.006 
unique              

0.006 
short               

0.006 
space               

0.005 
bartender           

0.005 
belly               

0.005 
loud                

0.005 
trendy              

0.005 
fun                 

0.005 
glass               

10/50

23.7


0.022 
wine                

0.012 
dessert             

0.010 
chocolate           

0.009 
reservations        

0.008 
reservation         

0.007 
bottle              

0.007 
tasting             

0.007 
list                

0.006 
glass               

0.006 
waiter              

0.006 
desserts            

0.006 
cream               

0.005 
cake                

0.005 
lobster             

0.005 
foie                

27/50

48.0


0.015 
waiter              

0.012 
dessert             

0.011 
seated              

0.009 
appetizer           

0.009 
pricey              

0.008 
servers             

0.007 
reservation         

0.007 
overpriced          

0.007 
group               

0.006 
ambiance            

0.006 
birthday            

0.005 
fish                

0.005 
remember            

0.005 
empty               

0.005 
hostess