LEGEND_NAME = PC_sLDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = delivery

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

31/50

-8.3


0.998 
steakhouses         

0.998 
ruths               

0.997 
hugos               

0.997 
flemings            

0.992 
steaks              

0.992 
outback             

0.991 
firebirds           

0.987 
durants             

0.984 
mastros             

0.982 
delmonico           

0.978 
steakhouse          

0.974 
hanks               

0.972 
houstons            

0.969 
friscos             

0.956 
lawrys              

10/50

-8.0


0.989 
binkleys            

0.982 
sommelier           

0.955 
robuchon            

0.935 
amuse               

0.916 
savoy               

0.906 
langoustine         

0.880 
crudo               

0.853 
batali              

0.853 
latelier            

0.842 
caviar              

0.766 
kangaroo            

0.766 
corkage             

0.750 
pairings            

0.749 
financial           

0.713 
maitre              

38/50

-7.3


0.990 
drivethru           

0.971 
drivethrough        

0.971 
chickfila           

0.922 
bk                  

0.910 
fil                 

0.900 
wendys              

0.895 
urgency             

0.881 
mcdonalds           

0.869 
arbys               

0.855 
court               

0.837 
carls               

0.826 
sweeping            

0.818 
aw                  

0.817 
mgr                 

0.812 
mcds                

1/50

-7.1


1.000 
ramen               

1.000 
tonkotsu            

1.000 
monta               

0.999 
shabu               

0.999 
chashu              

0.999 
okonomiyaki         

0.999 
kinton              

0.999 
sora                

0.999 
shio                

0.999 
sansotei            

0.998 
chasu               

0.998 
jinya               

0.998 
kenzo               

0.998 
santouka            

0.998 
ramens              

14/50

-6.6


1.000 
pittsburgh          

0.996 
primanti            

0.994 
pgh                 

0.994 
lawrenceville       

0.993 
shadyside           

0.992 
pittsburghs         

0.991 
cu                  

0.991 
bloomfield          

0.990 
urbana              

0.982 
pitt                

0.982 
monroeville         

0.955 
oakland             

0.954 
akron               

0.941 
southside           

0.870 
burgh               

13/50

-5.5


0.997 
dupars              

0.981 
ihop                

0.973 
evans               

0.966 
dennys              

0.927 
luckys              

0.922 
hotcakes            

0.907 
mimis               

0.881 
bojangles           

0.842 
frans               

0.783 
boulder             

0.775 
homefries           

0.770 
breakfastlunch      

0.768 
barrel              

0.761 
cb                  

0.726 
diner               

4/50

-5.4


0.996 
bacchanal           

0.971 
carving             

0.957 
corral              

0.922 
buffets             

0.896 
todai               

0.883 
wicked              

0.732 
stations            

0.731 
buffet              

0.696 
carnival            

0.680 
studio              

0.595 
station             

0.585 
legs                

0.561 
buffett             

0.531 
gorge               

0.508 
cicis               

5/50

-5.1


1.000 
lavo                

0.999 
giadas              

0.999 
fountains           

0.999 
giada               

0.998 
nove                

0.987 
views               

0.982 
view                

0.980 
breathtaking        

0.968 
mansion             

0.968 
overlooking         

0.967 
rides               

0.965 
palazzo             

0.951 
concourse           

0.950 
scarpetta           

0.939 
lago                

29/50

-4.9


0.991 
brewpub             

0.991 
ipas                

0.990 
microbrews          

0.987 
breweries           

0.986 
ipa                 

0.982 
beers               

0.982 
duckworths          

0.976 
ales                

0.975 
hoppy               

0.968 
markt               

0.963 
beer                

0.957 
brewery             

0.936 
epicenter           

0.935 
hefeweizen          

0.932 
drafts              

2/50

-4.7


0.985 
stetson             

0.946 
layover             

0.932 
becketts            

0.931 
fnb                 

0.919 
brussel             

0.909 
mixologist          

0.900 
brussels            

0.886 
tremont             

0.874 
chelseas            

0.820 
graze               

0.796 
moscow              

0.776 
bitters             

0.769 
deviled             

0.762 
whiskeys            

0.752 
mules               

39/50

-4.2


0.999 
luxor               

0.997 
fremont             

0.996 
nyny                

0.996 
freemont            

0.996 
offstrip            

0.975 
lv                  

0.974 
vegas               

0.971 
sls                 

0.957 
ballys              

0.950 
nathans             

0.941 
gambling            

0.936 
casino              

0.929 
las                 

0.884 
flamingo            

0.870 
linq                

27/50

-4.1


0.980 
bonefish            

0.925 
hillstone           

0.869 
131                 

0.773 
eddies              

0.771 
chart               

0.749 
singer              

0.715 
barlounge           

0.709 
pushy               

0.694 
suburban            

0.663 
grossly             

0.652 
justified           

0.632 
seabass             

0.626 
645                 

0.624 
upsell              

0.604 
shock               

6/50

-4.1


0.998 
bouncers            

0.995 
topgolf             

0.993 
gameworks           

0.992 
duce                

0.985 
margaritaville      

0.982 
bouncer             

0.974 
dj                  

0.967 
mechanical          

0.964 
pts                 

0.931 
hob                 

0.931 
shuffleboard        

0.926 
darts               

0.906 
karaoke             

0.874 
djs                 

0.874 
bowling             

25/50

-3.6


0.994 
postinos            

0.990 
misters             

0.989 
postino             

0.987 
bocca               

0.987 
rokerij             

0.983 
patio               

0.974 
vig                 

0.973 
patios              

0.964 
indooroutdoor       

0.963 
outdoor             

0.952 
heaters             

0.944 
umbrellas           

0.941 
lucis               

0.898 
rig                 

0.881 
outdoors            

40/50

-3.5


0.999 
baristas            

0.998 
barista             

0.997 
snoh                

0.997 
amelies             

0.987 
sambalatte          

0.976 
chatime             

0.966 
macchiato           

0.965 
latte               

0.964 
laptops             

0.963 
café                

0.952 
lait                

0.947 
patisserie          

0.945 
cartel              

0.923 
mocha               

0.913 
lattes              

21/50

-3.3


0.997 
cassoulet           

0.987 
moules              

0.982 
zinc                

0.980 
winterlicious       

0.972 
barrymore           

0.960 
elk                 

0.943 
venison             

0.936 
bouchon             

0.896 
profiteroles        

0.880 
brasserie           

0.854 
madame              

0.848 
terrine             

0.844 
monsieur            

0.839 
tarte               

0.838 
canoe               

43/50

-3.2


0.999 
etouffee            

0.994 
crawfish            

0.960 
shucked             

0.934 
alligator           

0.922 
oysters             

0.897 
dungeness           

0.881 
bib                 

0.840 
oyster              

0.834 
crabs               

0.833 
crabcake            

0.831 
lobsters            

0.829 
orleans             

0.796 
po                  

0.790 
boil                

0.788 
andouille           

36/50

-3.1


0.998 
smashburger         

0.995 
swensons            

0.994 
ronin               

0.994 
tessaros            

0.992 
fatburger           

0.989 
brgr                

0.988 
fukuburger          

0.988 
burgatory           

0.980 
zinburger           

0.979 
burger              

0.977 
burgers             

0.976 
innout              

0.971 
fuddruckers         

0.966 
kiki                

0.949 
delux               

44/50

-3.0


1.000 
pho                 

0.999 
nuong               

0.999 
biet                

0.999 
dac                 

0.999 
cuon                

0.998 
viet                

0.998 
vietnamese          

0.998 
saigon              

0.998 
thit                

0.998 
vang                

0.998 
xeo                 

0.996 
banh                

0.984 
vietnam             

0.977 
cambodian           

0.939 
nem                 

46/50

-2.9


0.999 
fajitas             

0.998 
chimichangas        

0.998 
macayos             

0.998 
sopapillas          

0.997 
lindo               

0.994 
paco                

0.993 
richardsons         

0.989 
chimis              

0.988 
javiers             

0.988 
fundido             

0.986 
garcias             

0.982 
mariachi            

0.977 
margaritas          

0.965 
tequilas            

0.964 
michoacan           

19/50

-2.7


1.000 
und                 

1.000 
nicht               

1.000 
ich                 

1.000 
ist                 

1.000 
sehr                

1.000 
wir                 

1.000 
zu                  

1.000 
auch                

1.000 
ein                 

1.000 
aber                

1.000 
essen               

1.000 
mit                 

1.000 
das                 

1.000 
der                 

1.000 
für                 

9/50

-2.6


0.998 
settebello          

0.998 
grimaldis           

0.997 
brixx               

0.995 
pieology            

0.994 
biancos             

0.992 
blaze               

0.988 
casanova            

0.983 
cpk                 

0.981 
pomo                

0.955 
cibo                

0.948 
neapolitan          

0.947 
libretto            

0.945 
aiellos             

0.927 
nellos              

0.925 
bianco              

37/50

-2.5


0.999 
portillos           

0.998 
teds                

0.996 
sonic               

0.995 
culvers             

0.994 
coney               

0.994 
hotdogs             

0.994 
frybread            

0.991 
hotdog              

0.983 
pinks               

0.976 
lukes               

0.976 
leash               

0.975 
dogs                

0.970 
tommys              

0.969 
brat                

0.960 
truck               

47/50

-2.5


0.994 
jamms               

0.992 
scrambles           

0.986 
benedicts           

0.977 
snooze              

0.967 
mto                 

0.950 
matts               

0.940 
breakfastbrunch     

0.923 
scramble            

0.904 
babystacks          

0.900 
breakfasts          

0.897 
scrambler           

0.881 
frittata            

0.876 
hollandaise         

0.864 
pamelas             

0.862 
skillets            

24/50

-2.4


0.999 
tortas              

0.998 
cabeza              

0.996 
pastor              

0.995 
adobada             

0.995 
lengua              

0.993 
qdoba               

0.992 
chipotles           

0.992 
filibertos          

0.990 
gordo               

0.986 
zabas               

0.984 
wahoos              

0.969 
rubios              

0.969 
burritos            

0.960 
asada               

0.960 
torta               

26/50

-2.1


0.993 
haddock             

0.984 
petes               

0.942 
perch               

0.874 
mahi                

0.874 
tarter              

0.872 
fish                

0.825 
bfg                 

0.817 
cod                 

0.779 
halibut             

0.778 
flounder            

0.774 
blackened           

0.711 
tartar              

0.693 
battered            

0.690 
batter              

0.632 
arctic              

0/50

-2.0


0.974 
phoenix             

0.925 
biltmore            

0.835 
phx                 

0.780 
glendale            

0.678 
chandler            

0.671 
hideaway            

0.640 
valley              

0.640 
peoria              

0.639 
paint               

0.629 
arcadia             

0.629 
scottsdale          

0.615 
tlc                 

0.604 
az                  

0.587 
camelback           

0.582 
impeccably          

20/50

-2.0


0.998 
serendipity         

0.990 
sundaes             

0.959 
donuts              

0.951 
blizzard            

0.950 
sundae              

0.943 
donut               

0.871 
oreos               

0.862 
doughnuts           

0.826 
doughnut            

0.809 
snickers            

0.776 
cone                

0.771 
fudge               

0.766 
swirl               

0.749 
fluff               

0.699 
strawberry          

3/50

-1.3


0.999 
craftsteak          

0.999 
flay                

0.998 
ramsays             

0.998 
ramsay              

0.996 
wolfgang            

0.996 
spago               

0.995 
hells               

0.993 
rm                  

0.993 
burgr               

0.992 
flays               

0.992 
stripsteak          

0.987 
ramseys             

0.985 
holsteins           

0.977 
stk                 

0.962 
gr                  

28/50

-1.1


1.000 
bww                 

0.999 
wingstop            

0.998 
zipps               

0.984 
wings               

0.974 
wiz                 

0.960 
wing                

0.943 
atl                 

0.924 
winking             

0.921 
whiz                

0.917 
lizard              

0.914 
suicide             

0.899 
games               

0.894 
ufc                 

0.893 
canes               

0.887 
cheesesteak         

23/50

-0.9


0.999 
pasties             

0.999 
hofbrauhaus         

0.999 
paprikash           

0.999 
pastys              

0.998 
glaziers            

0.998 
chompies            

0.997 
goulash             

0.996 
einsteins           

0.996 
munich              

0.993 
pierogi             

0.991 
pierogis            

0.990 
matzo               

0.980 
jewish              

0.980 
hungarian           

0.972 
oktoberfest         

42/50

-0.9


0.999 
kalua               

0.999 
sisig               

0.999 
pancit              

0.999 
musubi              

0.999 
kare                

0.999 
kawali              

0.999 
sinigang            

0.998 
mochiko             

0.998 
huli                

0.997 
jollibee            

0.997 
braddahs            

0.996 
halo                

0.996 
halohalo            

0.995 
lumpia              

0.995 
aloha               

49/50

-0.8


1.000 
une                 

1.000 
nous                

1.000 
sont                

1.000 
est                 

1.000 
qui                 

1.000 
était               

1.000 
avec                

1.000 
peu                 

1.000 
très                

1.000 
vraiment            

1.000 
même                

1.000 
ce                  

1.000 
aussi               

1.000 
plats               

1.000 
ça                  

30/50

-0.2


0.996 
brio                

0.996 
carrabbas           

0.995 
maggianos           

0.995 
babbo               

0.994 
capos               

0.993 
rigatoni            

0.991 
carmines            

0.987 
buca                

0.984 
manicotti           

0.984 
beppo               

0.983 
penne               

0.979 
bolognese           

0.968 
parmigiana          

0.964 
fettucine           

0.960 
italia              

17/50

-0.1


0.747 
comical             

0.740 
resolve             

0.712 
rainforest          

0.677 
groupons            

0.665 
appalling           

0.663 
laughable           

0.638 
greeter             

0.618 
1295                

0.604 
disgust             

0.600 
discussed           

0.600 
painfully           

0.598 
sleeping            

0.581 
supervisor          

0.570 
expired             

0.568 
daniels             

35/50

0.1


0.995 
sichuan             

0.987 
dimsum              

0.986 
fung                

0.983 
congee              

0.982 
taiwanese           

0.972 
gow                 

0.959 
har                 

0.949 
sum                 

0.946 
cantonese           

0.946 
peking              

0.938 
taiwan              

0.932 
hk                  

0.919 
dim                 

0.905 
dumpling            

0.868 
carts               

22/50

0.5


0.998 
lucilles            

0.998 
dickeys             

0.998 
rudys               

0.972 
rollin              

0.939 
daves               

0.919 
brisket             

0.918 
barbeque            

0.916 
moonshine           

0.905 
barbecue            

0.902 
smokehouse          

0.882 
memphis             

0.850 
smoker              

0.840 
ribs                

0.830 
gastonia            

0.792 
bbq                 

34/50

0.6


1.000 
arepas              

1.000 
arepa               

1.000 
pupusas             

0.999 
tostones            

0.999 
venezuelan          

0.999 
pupusa              

0.999 
pernil              

0.999 
pio                 

0.999 
ropa                

0.999 
vieja               

0.998 
colombian           

0.998 
mofongo             

0.998 
lolos               

0.996 
saltado             

0.978 
rican               

33/50

0.8


0.998 
tempeh              

0.998 
rachels             

0.991 
skinnyfats          

0.978 
nami                

0.977 
acai                

0.971 
gardein             

0.940 
seitan              

0.938 
vegan               

0.923 
veganvegetarian     

0.902 
lunas               

0.870 
nutritional         

0.861 
vegetarianvegan     

0.848 
quinoa              

0.841 
nutrition           

0.814 
smoothies           

15/50

0.9


0.999 
maki                

0.998 
sakana              

0.997 
japango             

0.997 
robata              

0.996 
nonsushi            

0.996 
yasu                

0.995 
aburi               

0.992 
amaebi              

0.992 
maguro              

0.991 
hiro                

0.990 
kaizen              

0.989 
chirashi            

0.988 
kabuki              

0.987 
teharu              

0.977 
handroll            

48/50

1.0


1.000 
shawarma            

1.000 
lebanese            

1.000 
shwarma             

0.999 
koobideh            

0.999 
shawarmas           

0.999 
schwarma            

0.999 
kafta               

0.999 
shisha              

0.998 
arabic              

0.998 
aladdins            

0.998 
laffa               

0.998 
ganoush             

0.998 
turkish             

0.997 
baba                

0.997 
afghan              

41/50

1.1


1.000 
firefly             

0.999 
bravas              

0.999 
tapas               

0.999 
patatas             

0.999 
fogo                

0.999 
rodizio             

0.997 
brazilian           

0.996 
brazil              

0.993 
croquetas           

0.989 
gaucho              

0.989 
samba               

0.988 
seviche             

0.983 
paella              

0.981 
jaleo               

0.974 
pampas              

45/50

1.7


1.000 
edinburgh           

0.999 
haggis              

0.998 
leith               

0.994 
hannys              

0.953 
boxty               

0.942 
ri                  

0.927 
staircase           

0.918 
scotland            

0.909 
loft                

0.901 
merts               

0.821 
historic            

0.782 
historical          

0.781 
housed              

0.756 
toilets             

0.734 
ireland             

7/50

2.1


1.000 
souvlaki            

1.000 
gyros               

0.999 
saganaki            

0.999 
gyro                

0.997 
spanakopita         

0.996 
greek               

0.994 
athens              

0.994 
zoes                

0.989 
tzatziki            

0.987 
moussaka            

0.987 
milos               

0.985 
greece              

0.977 
danforth            

0.973 
donair              

0.940 
dolmas              

32/50

2.4


1.000 
paneer              

1.000 
tikka               

1.000 
biryani             

1.000 
dosa                

1.000 
masala              

1.000 
vindaloo            

1.000 
saag                

1.000 
korma               

1.000 
aloo                

1.000 
pakora              

1.000 
injera              

0.999 
pakoras             

0.999 
dosas               

0.999 
palak               

0.999 
malai               

11/50

2.7


1.000 
panang              

1.000 
pad                 

1.000 
khao                

0.999 
kha                 

0.999 
archis              

0.999 
larb                

0.999 
massaman            

0.998 
phad                

0.998 
kaow                

0.998 
komol               

0.997 
sabai               

0.997 
prik                

0.997 
thailand            

0.997 
thai                

0.996 
sukho               

16/50

2.8


0.998 
montagu             

0.998 
capriottis          

0.996 
capastrami          

0.996 
slymans             

0.996 
montague            

0.996 
kneaders            

0.992 
quiznos             

0.990 
primantis           

0.985 
ikes                

0.969 
jasons              

0.961 
firehouse           

0.960 
sammies             

0.958 
wildflower          

0.955 
mikes               

0.950 
zupas               

12/50

2.9


1.000 
bibimbap            

1.000 
banchan             

0.999 
kbbq                

0.998 
dolsot              

0.998 
ycs                 

0.997 
soyo                

0.997 
genghis             

0.996 
hobak               

0.995 
bim                 

0.993 
japchae             

0.984 
gangnam             

0.983 
bulgogi             

0.983 
tso                 

0.971 
mongolian           

0.970 
galbi               

8/50

4.2


1.000 
toronto             

1.000 
yonge               

1.000 
mississauga         

1.000 
gta                 

0.999 
bloor               

0.999 
dundas              

0.999 
yorkville           

0.999 
kensington          

0.999 
torontos            

0.998 
oakville            

0.998 
ossington           

0.998 
astors              

0.998 
vaughan             

0.998 
eglinton            

0.998 
leslieville         

18/50

12.0


0.998 
rosatis             

0.997 
barros              

0.991 
venezias            

0.991 
howies              

0.989 
knots               

0.982 
spinatos            

0.981 
dominos             

0.978 
ians                

0.976 
nypd                

0.971 
delivery            

0.955 
deliveries          

0.947 
calzones            

0.938 
dels                

0.934 
eat24               

0.918 
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