LEGEND_NAME = PC_sLDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = alcohol

alcoholdeliveryexpensive
kid_friendlyoutdoor_seatingreservations
wifi

FRAC_LABELS = 0.1

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=0.100-n_states=025-alpha=1.1000-tau=1.0100-lambda_w=000.100-init_name=bestauc_gibbs_K025_f0.100-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

4/25

-5.9


0.993 
robertos            

0.987 
drivethrough        

0.984 
topgolf             

0.976 
arbys               

0.968 
characters          

0.951 
menudo              

0.939 
uuu                 

0.935 
coca                

0.934 
atl                 

0.930 
seedy               

0.911 
boyz                

0.892 
koolaid             

0.889 
graveyard           

0.881 
tropicana           

0.879 
gameworks           

15/25

-4.4


0.996 
acai                

0.995 
barista             

0.978 
pastys              

0.977 
pasties             

0.975 
laptops             

0.973 
rachels             

0.933 
scone               

0.918 
lgo                 

0.910 
ceremony            

0.908 
kangaroo            

0.906 
farmer              

0.872 
einsteins           

0.848 
chelseas            

0.848 
360                 

0.830 
lunas               

8/25

-2.1


0.997 
montagu             

0.997 
primanti            

0.996 
capriottis          

0.995 
zupas               

0.995 
jasons              

0.995 
quiznos             

0.994 
chompies            

0.993 
capastrami          

0.993 
cheesesteaks        

0.993 
montague            

0.993 
slymans             

0.992 
firehouse           

0.987 
primantis           

0.987 
boars               

0.987 
cheba               

20/25

-2.1


0.995 
howies              

0.993 
delivery            

0.983 
genos               

0.954 
dels                

0.940 
barros              

0.930 
sals                

0.916 
driver              

0.905 
pampas              

0.902 
dominos             

0.879 
gringos             

0.873 
angelos             

0.796 
rosatis             

0.796 
informing           

0.773 
requirements        

0.731 
prairie             

7/25

-1.1


0.999 
amelies             

0.998 
snoh                

0.998 
patisserie          

0.996 
quiches             

0.995 
macarons            

0.993 
crepe               

0.987 
crepes              

0.985 
paprikash           

0.983 
philippe            

0.981 
serendipity         

0.980 
croissants          

0.974 
bouchon             

0.971 
pierogi             

0.962 
macaroons           

0.959 
zinc                

13/25

-0.8


1.000 
shawarma            

1.000 
falafel             

1.000 
baklava             

1.000 
pitas               

0.999 
shish               

0.999 
baba                

0.999 
falafels            

0.999 
injera              

0.999 
ganoush             

0.999 
shwarma             

0.999 
aladdins            

0.999 
lebanese            

0.999 
souvlaki            

0.999 
saganaki            

0.999 
koobideh            

1/25

-0.5


0.999 
tonkotsu            

0.999 
monta               

0.999 
cantonese           

0.999 
szechuan            

0.999 
chashu              

0.998 
sichuan             

0.997 
tsos                

0.997 
kinton              

0.997 
sansotei            

0.996 
chasu               

0.996 
jinya               

0.996 
santouka            

0.996 
ramens              

0.996 
mapo                

0.995 
congee              

16/25

-0.4


0.998 
homefries           

0.995 
jamms               

0.995 
dupars              

0.994 
babystacks          

0.994 
scrambles           

0.993 
ihop                

0.993 
hashbrowns          

0.987 
hash                

0.984 
breakfastbrunch     

0.984 
benedicts           

0.983 
scramble            

0.981 
mimis               

0.980 
breakfasts          

0.979 
omelette            

0.977 
snooze              

2/25

-0.3


1.000 
tikka               

1.000 
paneer              

1.000 
biryani             

1.000 
dosa                

1.000 
indian              

1.000 
vindaloo            

1.000 
saag                

1.000 
korma               

0.999 
aloo                

0.999 
lassi               

0.999 
naan                

0.999 
thali               

0.999 
dosas               

0.999 
palak               

0.999 
pakoras             

9/25

-0.1


1.000 
pad                 

1.000 
thai                

1.000 
panang              

1.000 
khao                

0.999 
kha                 

0.999 
larb                

0.999 
archis              

0.999 
laksa               

0.999 
massaman            

0.999 
siam                

0.998 
phad                

0.998 
penang              

0.998 
sabai               

0.998 
komol               

0.998 
prik                

18/25

-0.0


1.000 
pho                 

0.999 
banchan             

0.999 
banh                

0.999 
kbbq                

0.999 
musubi              

0.999 
nuong               

0.999 
viet                

0.999 
biet                

0.999 
sisig               

0.999 
kare                

0.998 
dac                 

0.998 
pancit              

0.998 
saimin              

0.998 
thit                

0.998 
cuon                

23/25

0.1


0.999 
lucilles            

0.993 
dickeys             

0.986 
canes               

0.981 
bojangles           

0.981 
becketts            

0.978 
rudys               

0.974 
lolos               

0.969 
cornbread           

0.964 
moonshine           

0.957 
brisket             

0.952 
macs                

0.949 
memphis             

0.949 
collards            

0.943 
rollin              

0.943 
boulder             

24/25

0.1


0.998 
smashburger         

0.997 
bachi               

0.997 
freddys             

0.996 
fatburger           

0.995 
tessaros            

0.994 
ronin               

0.994 
swensons            

0.992 
brgr                

0.985 
zinburger           

0.985 
burgers             

0.983 
burgatory           

0.981 
coney               

0.979 
holsteins           

0.975 
portillos           

0.971 
kiki                

5/25

0.2


1.000 
une                 

1.000 
est                 

1.000 
très                

1.000 
avec                

1.000 
qui                 

1.000 
nous                

1.000 
sont                

1.000 
vous                

1.000 
était               

1.000 
ce                  

1.000 
peu                 

1.000 
jai                 

1.000 
dans                

1.000 
vraiment            

1.000 
même                

3/25

0.3


1.000 
edinburgh           

1.000 
summerlicious       

1.000 
gta                 

1.000 
arepas              

1.000 
arepa               

1.000 
mississauga         

1.000 
winterlicious       

1.000 
guu                 

0.999 
bloor               

0.999 
dundas              

0.999 
haggis              

0.999 
yorkville           

0.999 
yonge               

0.999 
torontos            

0.999 
etobicoke           

10/25

0.6


1.000 
asada               

1.000 
salsas              

1.000 
pastor              

0.999 
lengua              

0.999 
fundido             

0.999 
adobada             

0.998 
relleno             

0.998 
enchiladas          

0.998 
barbacoa            

0.998 
tortas              

0.998 
chimi               

0.997 
cochinita           

0.997 
chimichanga         

0.997 
flautas             

0.997 
machaca             

14/25

0.7


0.999 
steakhouses         

0.999 
porterhouse         

0.998 
fogo                

0.997 
hugos               

0.996 
stripsteak          

0.995 
emerils             

0.995 
popovers            

0.994 
bonefish            

0.993 
ruths               

0.991 
friscos             

0.990 
diver               

0.990 
craftsteak          

0.987 
flemings            

0.986 
steakhouse          

0.986 
mortons             

11/25

0.9


0.999 
bolognese           

0.999 
buca                

0.998 
maggianos           

0.997 
fiamma              

0.997 
carrabbas           

0.997 
scarpetta           

0.997 
agnolotti           

0.997 
buco                

0.997 
pappardelle         

0.997 
beppo               

0.996 
limoncello          

0.996 
capos               

0.996 
nove                

0.996 
carmines            

0.996 
giadas              

0/25

0.9


0.999 
grimaldis           

0.998 
spinatos            

0.998 
settebello          

0.998 
pomo                

0.997 
nellos              

0.994 
pieology            

0.994 
bianco              

0.993 
biancos             

0.992 
oreganos            

0.987 
cibo                

0.986 
brixx               

0.986 
blaze               

0.984 
hannys              

0.983 
pizookie            

0.982 
bjs                 

17/25

1.3


1.000 
nigiri              

1.000 
maki                

0.999 
hibachi             

0.999 
omakase             

0.999 
teppanyaki          

0.999 
chirashi            

0.998 
sakana              

0.997 
hiro                

0.997 
japango             

0.997 
sushisashimi        

0.997 
geisha              

0.997 
ebi                 

0.997 
teppan              

0.996 
yellowtail          

0.996 
maguro              

21/25

1.5


1.000 
bellagio            

1.000 
wynn                

0.999 
bacchanal           

0.999 
palazzo             

0.999 
casinos             

0.998 
luxor               

0.997 
ballys              

0.997 
harrahs             

0.996 
bellagios           

0.995 
wynns               

0.993 
mandalay            

0.990 
aria                

0.972 
777                 

0.963 
margaritaville      

0.963 
freemont            

12/25

2.1


1.000 
und                 

1.000 
der                 

1.000 
das                 

1.000 
ist                 

1.000 
ich                 

1.000 
nicht               

1.000 
sehr                

1.000 
mit                 

1.000 
auch                

1.000 
wir                 

1.000 
zu                  

1.000 
essen               

1.000 
ein                 

1.000 
aber                

1.000 
auf                 

6/25

4.8


0.972 
cadillac            

0.965 
ballantyne          

0.954 
yardhouse           

0.937 
fajitas             

0.929 
bahama              

0.918 
bubba               

0.907 
kierland            

0.903 
sangrias            

0.895 
galleria            

0.888 
1495                

0.873 
fajita              

0.871 
outdoor             

0.856 
brewers             

0.826 
dancer              

0.822 
patio               

19/25

5.5


0.989 
terrine             

0.987 
absinthe            

0.986 
bravas              

0.985 
ajo                 

0.982 
confit              

0.978 
manchego            

0.976 
patatas             

0.975 
fixe                

0.973 
guiness             

0.968 
reservation         

0.967 
flights             

0.964 
langoustine         

0.960 
bachelorette        

0.959 
seviche             

0.957 
tableside           

22/25

7.5


0.997 
ipa                 

0.995 
kilt                

0.994 
drafts              

0.993 
darts               

0.992 
shuffleboard        

0.989 
bartenders          

0.989 
cavs                

0.989 
hulas               

0.988 
ipas                

0.988 
ales                

0.985 
microbrews          

0.985 
hofbrauhaus         

0.985 
barrestaurant       

0.984 
arcade              

0.982 
rooftop