LEGEND_NAME = PC_sLDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = wifi

alcoholdeliveryexpensive
kid_friendlyoutdoor_seatingreservations
wifi

FRAC_LABELS = 1.0

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=1.000-n_states=025-alpha=1.1000-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K025_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

2/25

-3.6


0.013 
toronto             

0.008 
flavour             

0.008 
favourite           

0.005 
owner               

0.005 
tip                 

0.004 
horrible            

0.004 
flavours            

0.004 
authentic           

0.003 
poor                

0.003 
fish                

0.003 
werent              

0.003 
flavourful          

0.003 
green               

0.003 
closed              

0.003 
dirty               

14/25

-3.0


0.057 
chinese             

0.051 
pho                 

0.036 
rice                

0.018 
shrimp              

0.018 
pork                

0.018 
rolls               

0.018 
dim                 

0.017 
sum                 

0.016 
egg                 

0.016 
noodles             

0.014 
dumplings           

0.013 
vietnamese          

0.013 
asian               

0.011 
noodle              

0.009 
sour                

8/25

-2.7


0.065 
tacos               

0.049 
mexican             

0.036 
salsa               

0.034 
taco                

0.031 
chips               

0.030 
burrito             

0.019 
beans               

0.016 
rice                

0.015 
guacamole           

0.013 
asada               

0.013 
carne               

0.010 
margaritas          

0.010 
fish                

0.009 
corn                

0.009 
green               

24/25

-2.1


0.021 
sandwich            

0.010 
counter             

0.009 
sandwiches          

0.008 
line                

0.007 
shop                

0.006 
ingredients         

0.005 
filling             

0.004 
pittsburgh          

0.004 
combo               

0.004 
flavorful           

0.004 
wall                

0.004 
salads              

0.004 
healthy             

0.004 
grilled             

0.004 
takeout             

4/25

-2.0


0.070 
fish                

0.069 
shrimp              

0.060 
crab                

0.054 
seafood             

0.036 
lobster             

0.030 
oysters             

0.011 
cajun               

0.010 
fries               

0.010 
mussels             

0.009 
crawfish            

0.009 
legs                

0.009 
chips               

0.008 
oyster              

0.008 
chowder             

0.007 
clams               

21/25

-1.9


0.124 
burger              

0.091 
fries               

0.049 
burgers             

0.016 
dog                 

0.012 
onion               

0.012 
shake               

0.011 
bun                 

0.010 
dogs                

0.009 
rings               

0.009 
bacon               

0.008 
chili               

0.006 
toppings            

0.006 
guys                

0.006 
shakes              

0.006 
potato              

12/25

-1.8


0.194 
pizza               

0.026 
delivery            

0.026 
crust               

0.020 
wings               

0.019 
pizzas              

0.011 
garlic              

0.009 
toppings            

0.009 
pepperoni           

0.009 
phone               

0.008 
delivered           

0.007 
thin                

0.006 
fries               

0.006 
slice               

0.005 
rude                

0.005 
deliver             

6/25

-1.8


0.168 
sushi               

0.048 
roll                

0.043 
rolls               

0.023 
fish                

0.022 
sashimi             

0.020 
salmon              

0.020 
japanese            

0.018 
tuna                

0.017 
rice                

0.015 
ayce                

0.014 
tempura             

0.010 
miso                

0.010 
shrimp              

0.009 
chef                

0.008 
sake                

9/25

-1.7


0.135 
thai                

0.060 
curry               

0.043 
pad                 

0.032 
rice                

0.013 
shrimp              

0.013 
noodles             

0.013 
spice               

0.012 
tofu                

0.012 
green               

0.010 
coconut             

0.009 
rolls               

0.008 
level               

0.008 
filipino            

0.008 
tea                 

0.007 
authentic           

19/25

-1.6


0.023 
steak               

0.014 
waiter              

0.011 
seated              

0.008 
appetizer           

0.008 
birthday            

0.007 
strip               

0.007 
filet               

0.007 
potatoes            

0.007 
sides               

0.007 
party               

0.007 
steaks              

0.007 
rare                

0.007 
medium              

0.007 
rib                 

0.006 
shrimp              

15/25

-1.5


0.046 
pasta               

0.037 
italian             

0.017 
wine                

0.011 
dessert             

0.010 
sausage             

0.010 
meatballs           

0.008 
spaghetti           

0.007 
garlic              

0.007 
cheesecake          

0.007 
ravioli             

0.007 
mozzarella          

0.006 
salads              

0.006 
parmesan            

0.006 
homemade            

0.006 
veal                

18/25

-1.3


0.076 
bbq                 

0.042 
pork                

0.038 
ribs                

0.030 
brisket             

0.024 
pulled              

0.019 
wings               

0.017 
sandwich            

0.017 
sides               

0.014 
beans               

0.013 
potato              

0.012 
tender              

0.012 
fries               

0.011 
corn                

0.009 
rib                 

0.009 
slaw                

1/25

-1.3


0.084 
buffet              

0.083 
indian              

0.034 
naan                

0.022 
curry               

0.021 
rice                

0.019 
masala              

0.017 
lamb                

0.015 
butter              

0.014 
roti                

0.013 
garlic              

0.013 
tikka               

0.013 
vegetarian          

0.012 
paneer              

0.009 
tandoori            

0.009 
samosas             

13/25

-1.2


0.089 
vegas               

0.032 
buffet              

0.019 
las                 

0.015 
strip               

0.012 
line                

0.009 
dessert             

0.009 
casino              

0.008 
buffets             

0.007 
hotel               

0.007 
desserts            

0.007 
rib                 

0.006 
station             

0.006 
crab                

0.006 
legs                

0.006 
prime               

11/25

-1.0


0.055 
und                 

0.047 
die                 

0.034 
der                 

0.033 
das                 

0.025 
ist                 

0.021 
nicht               

0.021 
ich                 

0.020 
war                 

0.020 
es                  

0.019 
mit                 

0.018 
sehr                

0.017 
wir                 

0.017 
zu                  

0.017 
auch                

0.016 
ein                 

7/25

-0.9


0.007 
dessert             

0.007 
reservation         

0.006 
waiter              

0.006 
wine                

0.006 
seated              

0.005 
reservations        

0.005 
pricey              

0.005 
group               

0.005 
ambiance            

0.004 
overpriced          

0.004 
steak               

0.004 
list                

0.004 
chef                

0.004 
beautiful           

0.004 
duck                

23/25

-0.7


0.047 
ramen               

0.039 
pork                

0.032 
noodles             

0.028 
korean              

0.027 
rice                

0.027 
broth               

0.017 
bowl                

0.014 
noodle              

0.010 
belly               

0.009 
tofu                

0.008 
japanese            

0.008 
kimchi              

0.008 
egg                 

0.007 
poke                

0.006 
miso                

17/25

-0.7


0.076 
breakfast           

0.041 
eggs                

0.022 
toast               

0.020 
bacon               

0.019 
pancakes            

0.017 
potatoes            

0.014 
french              

0.014 
hash                

0.013 
coffee              

0.012 
waffles             

0.011 
steak               

0.011 
egg                 

0.010 
diner               

0.009 
gravy               

0.009 
morning             

0/25

-0.6


0.008 
steak               

0.007 
drive               

0.006 
manager             

0.006 
kids                

0.004 
chain               

0.004 
phoenix             

0.003 
employees           

0.003 
cook                

0.003 
window              

0.003 
horrible            

0.003 
dirty               

0.003 
mcdonalds           

0.003 
beat                

0.003 
rude                

0.003 
job                 

20/25

-0.5


0.029 
pita                

0.026 
greek               

0.025 
hummus              

0.024 
rice                

0.023 
gyro                

0.019 
lamb                

0.013 
fries               

0.013 
falafel             

0.011 
shawarma            

0.010 
owner               

0.010 
gyros               

0.009 
mediterranean       

0.007 
eastern             

0.007 
authentic           

0.007 
kabob               

10/25

-0.5


0.012 
wine                

0.010 
music               

0.009 
fun                 

0.009 
bartender           

0.005 
vibe                

0.005 
loud                

0.005 
crowd               

0.005 
bartenders          

0.005 
downtown            

0.004 
line                

0.004 
rude                

0.004 
glass               

0.004 
specials            

0.003 
crowded             

0.003 
bars                

5/25

0.2


0.074 
de                  

0.045 
la                  

0.042 
montreal            

0.029 
à                   

0.028 
poutine             

0.025 
pour                

0.022 
est                 

0.018 
pas                 

0.018 
je                  

0.017 
une                 

0.017 
des                 

0.016 
du                  

0.016 
en                  

0.014 
au                  

0.014 
mais                

16/25

4.3


0.037 
coffee              

0.017 
cream               

0.017 
tea                 

0.015 
cafe                

0.014 
ice                 

0.013 
chocolate           

0.011 
sandwich            

0.011 
breakfast           

0.009 
vegan               

0.007 
owner               

0.007 
crepe               

0.006 
bagel               

0.006 
morning             

0.006 
cup                 

0.005 
milk                

22/25

4.4


0.059 
beer                

0.019 
beers               

0.018 
fries               

0.017 
burger              

0.014 
wings               

0.014 
sandwich            

0.008 
sports              

0.007 
pub                 

0.007 
tap                 

0.007 
chips               

0.007 
fish                

0.007 
game                

0.006 
casual              

0.006 
pie                 

0.005 
bacon               

3/25

6.1


0.012 
patio               

0.007 
manager             

0.005 
brunch              

0.004 
music               

0.004 
kids                

0.004 
outdoor             

0.004 
waiter              

0.004 
bowl                

0.003 
fun                 

0.003 
group               

0.003 
appetizer           

0.003 
helpful             

0.003 
beer                

0.003 
scottsdale          

0.003 
servers