LEGEND_NAME = PC_sLDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = wifi

alcoholdeliveryexpensive
kid_friendlyoutdoor_seatingreservations
wifi

FRAC_LABELS = 0.05

0.050.10.2
1.0

N_STATES = 50.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/yelp_7label/20171011frombest-mod_name=slda__tf-frac_labels=0.050-n_states=050-alpha=1.1000-tau=1.0100-lambda_w=000.100-init_name=bestauc_gibbs_K050_f0.050-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

11/50

-1.3


0.998 
coney               

0.998 
freddys             

0.998 
portillos           

0.997 
teds                

0.997 
culvers             

0.994 
hotdog              

0.993 
crinkle             

0.993 
hotdogs             

0.991 
innout              

0.989 
dogs                

0.984 
rockets             

0.976 
dog                 

0.972 
leash               

0.958 
pinks               

0.941 
lukes               

5/50

-1.2


0.994 
howies              

0.994 
rosatis             

0.984 
delivery            

0.982 
barros              

0.974 
sammys              

0.973 
venezias            

0.970 
grubhub             

0.967 
driver              

0.946 
eat24               

0.933 
genos               

0.930 
deliveries          

0.929 
jets                

0.888 
dominos             

0.870 
angelos             

0.851 
deliver             

22/50

-1.2


0.999 
hunan               

0.998 
tsos                

0.997 
tso                 

0.996 
szechwan            

0.993 
pf                  

0.988 
mongolian           

0.986 
kung                

0.984 
flos                

0.982 
pao                 

0.980 
panda               

0.963 
foo                 

0.950 
mu                  

0.942 
wok                 

0.938 
lo                  

0.929 
changs              

24/50

-1.2


1.000 
pittsburgh          

0.999 
burgh               

0.999 
lakewood            

0.998 
pgh                 

0.998 
shadyside           

0.997 
lawrenceville       

0.997 
pierogi             

0.997 
squirrel            

0.997 
cle                 

0.997 
pierogis            

0.997 
bloomfield          

0.996 
pittsburghs         

0.996 
pitt                

0.996 
monroeville         

0.996 
paprikash           

34/50

-1.1


0.992 
dimsum              

0.981 
sum                 

0.981 
congee              

0.978 
fung                

0.968 
hk                  

0.967 
carts               

0.966 
taiwanese           

0.966 
gow                 

0.959 
har                 

0.958 
pang                

0.951 
dumpling            

0.948 
dim                 

0.935 
dumplings           

0.919 
cantonese           

0.918 
taiwan              

1/50

-1.1


0.995 
canes               

0.987 
drivethrough        

0.981 
drivethru           

0.944 
petes               

0.929 
chickfila           

0.870 
arbys               

0.815 
mcds                

0.790 
bojangles           

0.787 
jr                  

0.787 
cashier             

0.774 
mcdonalds           

0.770 
carls               

0.737 
popeyes             

0.730 
lids                

0.708 
worker              

16/50

-1.0


0.999 
arepa               

0.998 
pupusas             

0.995 
colombian           

0.995 
venezuelan          

0.994 
pernil              

0.994 
pupusa              

0.992 
mofongo             

0.992 
pastys              

0.988 
pio                 

0.935 
rican               

0.935 
arepas              

0.892 
pasties             

0.880 
ownerchef           

0.828 
phoenix             

0.826 
owners              

14/50

-0.9


0.997 
macayos             

0.996 
chimis              

0.995 
juans               

0.995 
chimichangas        

0.994 
chimichanga         

0.994 
ritos               

0.994 
sopapillas          

0.993 
qdoba               

0.993 
chimi               

0.991 
frybread            

0.989 
garcias             

0.989 
enchilada           

0.987 
relleno             

0.984 
fajitas             

0.973 
burro               

0/50

-0.9


0.999 
bloor               

0.999 
toronto             

0.999 
kensington          

0.999 
yorkville           

0.999 
torontos            

0.998 
ossington           

0.998 
oakville            

0.998 
eglinton            

0.998 
vaughan             

0.998 
etobicoke           

0.997 
bathurst            

0.996 
yorkdale            

0.995 
yonge               

0.994 
mississauga         

0.993 
eaton               

32/50

-0.7


1.000 
tikka               

1.000 
paneer              

1.000 
naan                

1.000 
biryani             

1.000 
dosa                

1.000 
masala              

1.000 
lassi               

1.000 
vindaloo            

1.000 
saag                

0.999 
korma               

0.999 
aloo                

0.999 
pakora              

0.999 
manchurian          

0.999 
pakoras             

0.999 
palak               

21/50

-0.7


0.999 
omakase             

0.998 
yasu                

0.998 
roku                

0.997 
roka                

0.997 
yonaka              

0.997 
robata              

0.995 
nobu                

0.992 
benihana            

0.981 
otoro               

0.977 
shibuya             

0.974 
izakayas            

0.972 
teppan              

0.967 
teppanyaki          

0.959 
shiso               

0.950 
toro                

19/50

-0.6


1.000 
pho                 

0.999 
viet                

0.999 
nuong               

0.999 
biet                

0.999 
dac                 

0.999 
vietnamese          

0.999 
saigon              

0.999 
cuon                

0.998 
thit                

0.998 
vang                

0.998 
xeo                 

0.998 
banh                

0.971 
gio                 

0.968 
vietnam             

0.963 
bahn                

41/50

-0.6


1.000 
panang              

1.000 
pad                 

0.999 
khao                

0.999 
kha                 

0.999 
archis              

0.998 
massaman            

0.998 
larb                

0.997 
kaow                

0.997 
komol               

0.997 
sabai               

0.997 
thai                

0.997 
thailand            

0.997 
siam                

0.997 
phad                

0.996 
sukho               

8/50

-0.6


0.998 
lolos               

0.993 
131                 

0.984 
bjs                 

0.980 
mimis               

0.974 
jumper              

0.955 
longhorn            

0.910 
barrel              

0.838 
yardbird            

0.830 
koolaid             

0.827 
rainforest          

0.817 
roscoes             

0.815 
meatloaf            

0.809 
cabin               

0.800 
applebees           

0.787 
bahama              

42/50

-0.5


0.932 
oder                

0.922 
ziemlich            

0.919 
zeit                

0.913 
kommt               

0.902 
viel                

0.896 
bestellung          

0.895 
andere              

0.894 
oft                 

0.892 
leute               

0.891 
nichts              

0.888 
selbst              

0.887 
den                 

0.885 
kein                

0.885 
sind                

0.884 
möchte              

20/50

-0.5


0.998 
etouffee            

0.990 
crawfish            

0.967 
bonefish            

0.950 
gumbo               

0.945 
alligator           

0.886 
rm                  

0.885 
haddock             

0.882 
bib                 

0.871 
bfg                 

0.870 
shucked             

0.858 
lobsters            

0.850 
creole              

0.824 
kaya                

0.822 
emerils             

0.821 
captains            

40/50

-0.5


0.999 
pastor              

0.999 
tortas              

0.999 
adobada             

0.998 
cochinita           

0.998 
pibil               

0.998 
cabeza              

0.997 
michoacan           

0.997 
paco                

0.996 
tacos               

0.996 
azteca              

0.996 
lengua              

0.994 
mariachi            

0.994 
gordo               

0.993 
sopes               

0.991 
lindo               

25/50

-0.5


0.998 
sakana              

0.997 
japango             

0.994 
kabuki              

0.990 
teharu              

0.986 
caterpillar         

0.984 
kaizen              

0.972 
nonsushi            

0.967 
sushi               

0.966 
tomo                

0.966 
nigiri              

0.955 
goyemon             

0.949 
maki                

0.949 
stingray            

0.928 
handroll            

0.907 
oyshi               

17/50

-0.4


0.998 
rudys               

0.998 
dickeys             

0.994 
lucilles            

0.988 
daves               

0.988 
rollin              

0.976 
memphis             

0.950 
qs                  

0.928 
brisket             

0.921 
stockyards          

0.912 
barbecue            

0.906 
brunswick           

0.852 
smokehouse          

0.850 
pulled              

0.847 
barbeque            

0.814 
tritip              

29/50

-0.4


1.000 
shawarma            

1.000 
lebanese            

0.999 
shwarma             

0.999 
souvlaki            

0.999 
schwarma            

0.999 
pitas               

0.999 
gyro                

0.999 
saganaki            

0.999 
moussaka            

0.998 
shish               

0.998 
aladdins            

0.998 
shawarmas           

0.998 
koobideh            

0.998 
gyros               

0.998 
falafels            

10/50

-0.3


0.997 
maggianos           

0.995 
babbo               

0.995 
capos               

0.995 
carmines            

0.994 
buca                

0.994 
carrabbas           

0.992 
piccata             

0.992 
rigatoni            

0.988 
beppo               

0.968 
bucatini            

0.967 
bolognese           

0.967 
fettuccine          

0.965 
raos                

0.963 
fettucine           

0.963 
manicotti           

39/50

-0.3


1.000 
une                 

1.000 
qui                 

1.000 
nous                

1.000 
très                

1.000 
sont                

1.000 
vous                

1.000 
est                 

1.000 
était               

1.000 
avec                

1.000 
peu                 

1.000 
dans                

1.000 
vraiment            

1.000 
ce                  

1.000 
même                

1.000 
aussi               

31/50

-0.3


0.936 
küche               

0.936 
abend               

0.929 
lokal               

0.923 
wurden              

0.923 
durch               

0.923 
reserviert          

0.918 
ambiente            

0.917 
bestellt            

0.916 
reservierung        

0.913 
kamen               

0.911 
minuten             

0.907 
gericht             

0.906 
jedoch              

0.905 
speisekarte         

0.902 
gab                 

15/50

-0.2


0.999 
grimaldis           

0.998 
spinatos            

0.998 
nypd                

0.996 
settebello          

0.996 
nellos              

0.986 
aiellos             

0.980 
pizzerias           

0.979 
pomo                

0.979 
brixx               

0.977 
pizzeria            

0.973 
ians                

0.973 
oreganos            

0.972 
pizzas              

0.948 
pepperoni           

0.945 
pizza               

38/50

-0.2


1.000 
bibimbap            

1.000 
kbbq                

1.000 
bulgogi             

1.000 
banchan             

0.998 
japchae             

0.998 
dolsot              

0.998 
korean              

0.998 
soyo                

0.998 
hobak               

0.997 
gangnam             

0.996 
bim                 

0.996 
komex               

0.995 
galbi               

0.994 
korea               

0.993 
soju                

26/50

-0.2


0.999 
bacchanal           

0.991 
carving             

0.974 
corral              

0.970 
buffets             

0.949 
wicked              

0.876 
wynns               

0.868 
stations            

0.842 
wynn                

0.835 
buffet              

0.830 
todai               

0.808 
buffett             

0.800 
bellagios           

0.769 
carnival            

0.740 
studio              

0.723 
legs                

7/50

-0.2


1.000 
musubi              

1.000 
kalua               

0.999 
pancit              

0.999 
kare                

0.999 
sisig               

0.999 
halo                

0.999 
kawali              

0.999 
sinigang            

0.999 
filipino            

0.999 
mochiko             

0.999 
hulas               

0.999 
huli                

0.998 
jollibee            

0.998 
aloha               

0.998 
braddahs            

12/50

-0.1


1.000 
chompies            

0.999 
einsteins           

0.999 
bagel               

0.999 
bagels              

0.999 
slymans             

0.999 
glaziers            

0.997 
einstein            

0.996 
jewish              

0.996 
matzo               

0.990 
delis               

0.987 
latkes              

0.985 
schwartzs           

0.983 
schwartz            

0.982 
deli                

0.980 
boars               

18/50

-0.1


0.993 
robuchon            

0.987 
flay                

0.985 
giada               

0.985 
spago               

0.976 
wolfgang            

0.972 
sommelier           

0.972 
fountains           

0.966 
scarpetta           

0.964 
botero              

0.962 
giadas              

0.951 
flays               

0.948 
langoustine         

0.941 
popovers            

0.938 
binkleys            

0.921 
amuse               

48/50

-0.1


0.999 
firefly             

0.999 
peruvian            

0.999 
bravas              

0.999 
tostones            

0.999 
saltado             

0.999 
croquetas           

0.999 
yuca                

0.999 
fogo                

0.998 
tapas               

0.998 
yucca               

0.998 
vieja               

0.998 
lomo                

0.998 
kiki                

0.998 
rodizio             

0.998 
ronin               

4/50

-0.1


0.999 
summerlicious       

0.999 
winterlicious       

0.996 
cassoulet           

0.995 
bannock             

0.990 
leith               

0.990 
sweetbreads         

0.986 
haggis              

0.980 
edinburgh           

0.942 
terrine             

0.932 
zinc                

0.929 
confit              

0.840 
boar                

0.837 
escargots           

0.824 
profiteroles        

0.820 
goats               

23/50

-0.0


1.000 
tonkotsu            

1.000 
monta               

1.000 
ramen               

0.999 
kinton              

0.999 
sora                

0.999 
shio                

0.999 
chashu              

0.999 
sansotei            

0.999 
chasu               

0.999 
jinya               

0.998 
santouka            

0.998 
ramens              

0.998 
kenzo               

0.998 
fukumimi            

0.994 
ichiza              

6/50

-0.0


0.993 
ihop                

0.993 
scrambler           

0.992 
jamms               

0.992 
scrambles           

0.991 
dupars              

0.988 
hash                

0.988 
hashbrowns          

0.982 
breakfasts          

0.979 
homefries           

0.969 
snooze              

0.966 
hotcakes            

0.953 
browns              

0.946 
omelet              

0.946 
frans               

0.937 
omelette            

27/50

0.0


0.999 
fremont             

0.997 
linq                

0.996 
freemont            

0.991 
offstrip            

0.989 
palazzo             

0.981 
777                 

0.967 
las                 

0.964 
casino              

0.955 
lv                  

0.947 
vegas               

0.946 
blackjack           

0.941 
venetian            

0.937 
luxor               

0.926 
flamingo            

0.918 
nyny                

36/50

0.0


0.994 
topgolf             

0.993 
hannys              

0.992 
duce                

0.991 
gameworks           

0.987 
bouncers            

0.967 
singers             

0.961 
songs               

0.958 
dance               

0.947 
dj                  

0.942 
mechanical          

0.940 
concerts            

0.938 
lavo                

0.924 
band                

0.918 
bouncer             

0.905 
bowling             

47/50

0.1


0.997 
steakhouses         

0.997 
ruths               

0.996 
hugos               

0.995 
steakhouse          

0.994 
flemings            

0.991 
mortons             

0.989 
steaks              

0.985 
friscos             

0.982 
delmonico           

0.977 
outback             

0.974 
lawrys              

0.966 
mastros             

0.963 
porterhouse         

0.932 
durants             

0.930 
delmonicos          

30/50

0.1


0.998 
serendipity         

0.998 
snoh                

0.990 
crepe               

0.973 
crepes              

0.960 
sundaes             

0.907 
sundae              

0.890 
cone                

0.884 
crêpe               

0.876 
oreos               

0.851 
michaels            

0.775 
crêpes              

0.746 
creams              

0.733 
nutella             

0.730 
ice                 

0.704 
whip                

49/50

0.1


0.997 
postino             

0.997 
vig                 

0.996 
postinos            

0.987 
windsor             

0.946 
kierland            

0.922 
bocca               

0.894 
evo                 

0.872 
cibo                

0.856 
gusto               

0.849 
arcadia             

0.823 
fig                 

0.814 
flatbreads          

0.781 
flatbread           

0.773 
vino                

0.754 
fox                 

45/50

0.1


0.864 
groupons            

0.754 
groupon             

0.619 
notified            

0.529 
ordeal              

0.524 
movie               

0.507 
bussed              

0.501 
rudest              

0.495 
disgrace            

0.485 
greeter             

0.483 
stains              

0.480 
dreadful            

0.476 
unattentive         

0.473 
understaffed        

0.467 
choke               

0.459 
parent              

43/50

0.2


0.994 
swensons            

0.987 
zinburger           

0.982 
tessaros            

0.979 
burger              

0.979 
smashburger         

0.976 
brgr                

0.973 
fuddruckers         

0.972 
holsteins           

0.967 
burgatory           

0.959 
burgr               

0.956 
priest              

0.937 
miyagi              

0.928 
burgers             

0.920 
bachi               

0.820 
milkshakes          

9/50

0.2


0.998 
dropout             

0.995 
becketts            

0.987 
stetson             

0.933 
fnb                 

0.902 
tuck                

0.895 
deviled             

0.877 
merchant            

0.862 
brussels            

0.844 
bitters             

0.839 
mixologist          

0.834 
brussel             

0.753 
noca                

0.734 
mule                

0.720 
crop                

0.693 
cocktails           

28/50

0.3


0.998 
capriottis          

0.998 
montagu             

0.996 
montague            

0.996 
capastrami          

0.994 
firehouse           

0.993 
jjs                 

0.992 
mikes               

0.991 
ikes                

0.991 
earls               

0.988 
cheba               

0.987 
quiznos             

0.968 
primanti            

0.947 
layover             

0.941 
terminal            

0.940 
primantis           

2/50

0.5


0.950 
nove                

0.928 
barrymore           

0.768 
rokerij             

0.699 
ceremony            

0.689 
concourse           

0.676 
celebrations        

0.624 
kangaroo            

0.624 
reception           

0.623 
westin              

0.616 
eleven              

0.614 
settings            

0.614 
fireworks           

0.613 
celebrate           

0.611 
candle              

0.610 
romance             

46/50

0.7


0.998 
amelies             

0.998 
patisserie          

0.998 
quiches             

0.996 
croissants          

0.992 
croissant           

0.991 
philippe            

0.987 
lux                 

0.968 
donuts              

0.966 
bakeries            

0.941 
frosting            

0.934 
pastries            

0.930 
donut               

0.920 
cupcake             

0.910 
quiche              

0.898 
macaron             

13/50

0.8


0.998 
panera              

0.997 
zupas               

0.996 
zoes                

0.994 
kneaders            

0.985 
wildflower          

0.983 
ycs                 

0.939 
jasons              

0.910 
assembly            

0.851 
rachels             

0.778 
customizable        

0.721 
chipotle            

0.717 
customize           

0.661 
chipolte            

0.658 
build               

0.613 
court               

33/50

1.0


0.999 
seitan              

0.999 
tempeh              

0.997 
acai                

0.994 
vegan               

0.989 
skinnyfats          

0.980 
lunas               

0.974 
veganvegetarian     

0.965 
mock                

0.961 
vegetarianvegan     

0.956 
nami                

0.951 
vegans              

0.925 
organic             

0.899 
glutenfree          

0.872 
paleo               

0.802 
celiac              

35/50

1.1


0.999 
breweries           

0.998 
brewery             

0.997 
ales                

0.996 
brewpub             

0.996 
hoppy               

0.996 
duckworths          

0.995 
hofbrauhaus         

0.993 
munich              

0.992 
microbrews          

0.991 
bangers             

0.990 
stout               

0.990 
growler             

0.989 
ciders              

0.987 
ipas                

0.976 
pub                 

37/50

1.7


0.979 
fez                 

0.938 
ticoz               

0.931 
patio               

0.929 
asu                 

0.919 
misters             

0.909 
outdoor             

0.874 
patios              

0.853 
heaters             

0.844 
rig                 

0.825 
scottsdale          

0.807 
indooroutdoor       

0.784 
umbrellas           

0.774 
courtyard           

0.720 
shaded              

0.709 
ahwatukee           

44/50

1.8


0.999 
bww                 

0.998 
zipps               

0.995 
wingstop            

0.987 
sports              

0.987 
ufc                 

0.981 
hooters             

0.977 
pts                 

0.973 
atl                 

0.970 
lizard              

0.966 
tilted              

0.949 
tvs                 

0.931 
winking             

0.919 
televisions         

0.914 
suicide             

0.910 
screens             

3/50

1.9


0.999 
baristas            

0.998 
barista             

0.973 
laptops             

0.962 
chatime             

0.960 
sambalatte          

0.958 
cartel              

0.940 
americano           

0.933 
study               

0.924 
latte               

0.921 
wifi                

0.917 
caffeine            

0.914 
laptop              

0.908 
coronado            

0.908 
cafes               

0.904 
lattes