LEGEND_NAME = MED_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 = 50.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/yelp_wifi_only/20170930-mod_name=slda__np-frac_labels=1.000-n_states=050-alpha=0.0100-tau=0.0100-lambda_w=0.001-c_svm=10.0-init_name=rand_smooth_background-alg_name=med_lda_gibbs_sampler-n_batches=1/2/lap0000200.000_topic_model_snapshot

2/50

-123.9


0.525 
urbana              

0.484 
cu                  

0.443 
champaign           

0.328 
serviceable         

0.285 
rewarded            

0.275 
nofrills            

0.263 
accept              

0.262 
legitimately        

0.258 
poster              

0.255 
nonsense            

0.250 
uncommon            

0.247 
1215                

0.247 
functional          

0.242 
deeper              

0.234 
ravenous            

32/50

-92.3


0.307 
rainforest          

0.283 
hairs               

0.269 
unsanitary          

0.266 
coincidence         

0.263 
insult              

0.260 
disgrace            

0.256 
careless            

0.254 
unapologetic        

0.254 
furious             

0.254 
displeased          

0.253 
pen                 

0.253 
incomplete          

0.252 
disgust             

0.248 
frustration         

0.248 
rudeness            

10/50

-72.9


0.436 
baseline            

0.328 
unsanitary          

0.325 
goodyear            

0.314 
mentor              

0.304 
peoria              

0.283 
cluttered           

0.279 
expired             

0.276 
messing             

0.272 
19th                

0.272 
locked              

0.270 
drives              

0.269 
rag                 

0.266 
patronize           

0.265 
patronizing         

0.263 
hairs               

21/50

-19.6


0.990 
robata              

0.982 
yasu                

0.980 
omakase             

0.979 
aburi               

0.979 
yonaka              

0.972 
teppan              

0.971 
roku                

0.965 
shibuya             

0.959 
nobu                

0.958 
miku                

0.956 
izakayas            

0.954 
benihana            

0.942 
otoro               

0.937 
teppanyaki          

0.934 
roka                

46/50

-17.3


0.987 
bacchanal           

0.891 
corral              

0.884 
carving             

0.883 
buffets             

0.858 
wicked              

0.756 
buffet              

0.749 
stations            

0.730 
todai               

0.717 
buffett             

0.693 
carnival            

0.630 
wynns               

0.604 
legs                

0.587 
studio              

0.569 
station             

0.533 
bellagios           

11/50

-16.4


0.985 
venezias            

0.983 
knots               

0.981 
rosatis             

0.981 
howies              

0.968 
barros              

0.950 
dels                

0.943 
nypd                

0.917 
cicis               

0.887 
roccos              

0.877 
ians                

0.861 
dominos             

0.858 
stromboli           

0.855 
angelos             

0.812 
nellos              

0.808 
calzones            

26/50

-16.0


1.000 
durch               

1.000 
speisekarte         

1.000 
sonst               

1.000 
gerade              

1.000 
finde               

1.000 
genau               

1.000 
recht               

1.000 
ohne                

1.000 
dass                

1.000 
nichts              

1.000 
werden              

1.000 
kommen              

1.000 
fazit               

1.000 
einen               

1.000 
sauberkeit          

48/50

-14.6


0.950 
robuchon            

0.940 
binkleys            

0.904 
langoustine         

0.838 
amuse               

0.823 
michelin            

0.813 
spago               

0.806 
savoy               

0.798 
latelier            

0.751 
cassoulet           

0.750 
fleur               

0.744 
foie                

0.739 
terrine             

0.709 
venison             

0.684 
scarpetta           

0.663 
gras                

34/50

-12.7


0.971 
bonefish            

0.924 
131                 

0.905 
bjs                 

0.845 
roys                

0.825 
flay                

0.789 
factory             

0.757 
wolfgang            

0.753 
flays               

0.752 
eddies              

0.730 
jumper              

0.714 
bahama              

0.703 
applebees           

0.656 
southpark           

0.652 
brio                

0.598 
rainforest          

33/50

-11.1


1.000 
rokerij             

0.983 
postino             

0.982 
ticoz               

0.981 
vig                 

0.980 
postinos            

0.980 
bocca               

0.928 
zinc                

0.858 
carefree            

0.856 
lucis               

0.845 
arcadia             

0.693 
kierland            

0.664 
boa                 

0.663 
coronado            

0.633 
vine                

0.610 
bruschetta          

22/50

-10.8


1.000 
teharu              

0.952 
kabuki              

0.950 
kaizen              

0.941 
oyshi               

0.941 
sakana              

0.893 
goyemon             

0.884 
stingray            

0.850 
caterpillar         

0.823 
tomo                

0.818 
jjanga              

0.781 
ayce                

0.775 
maki                

0.746 
nonsushi            

0.736 
sushi               

0.704 
nigiri              

14/50

-10.6


0.981 
coney               

0.981 
teds                

0.980 
portillos           

0.969 
pinks               

0.967 
leash               

0.965 
fukuburger          

0.955 
fuku                

0.943 
banquise            

0.935 
boulder             

0.928 
hotdogs             

0.927 
dogs                

0.918 
hotdog              

0.909 
nathans             

0.897 
dog                 

0.876 
vienna              

24/50

-10.4


0.986 
hunan               

0.986 
szechwan            

0.979 
beijing             

0.963 
mapo                

0.962 
tso                 

0.946 
szechuan            

0.943 
dimsum              

0.942 
tsos                

0.942 
sichuan             

0.926 
cantonese           

0.921 
congee              

0.919 
fung                

0.914 
changs              

0.905 
gow                 

0.879 
sum                 

9/50

-10.4


1.000 
chasu               

1.000 
sora                

1.000 
tonkotsu            

1.000 
sansotei            

1.000 
santouka            

1.000 
fukumimi            

1.000 
monta               

0.999 
jinya               

0.998 
chashu              

0.998 
kenzo               

0.998 
ramens              

0.998 
shio                

0.994 
kinton              

0.990 
ramen               

0.989 
noodlecat           

49/50

-10.3


1.000 
jamms               

0.997 
dupars              

0.980 
babystacks          

0.952 
hotcakes            

0.942 
snooze              

0.935 
ihop                

0.879 
hashbrowns          

0.853 
evans               

0.839 
mto                 

0.831 
browns              

0.811 
dennys              

0.780 
matts               

0.749 
skillets            

0.734 
luckys              

0.729 
pancakes            

5/50

-9.8


0.997 
hugos               

0.961 
firebirds           

0.933 
outback             

0.925 
durants             

0.911 
777                 

0.910 
lawrys              

0.842 
longhorn            

0.832 
keg                 

0.816 
roadhouse           

0.801 
houstons            

0.747 
tbone               

0.643 
charlies            

0.642 
sirloin             

0.580 
prime               

0.570 
fondue              

6/50

-9.7


1.000 
shadyside           

1.000 
pittsburghs         

1.000 
tessaros            

1.000 
primanti            

1.000 
primantis           

1.000 
monroeville         

1.000 
brugge              

1.000 
pgh                 

1.000 
lawrenceville       

0.998 
pittsburgh          

0.997 
bloomfield          

0.996 
burgh               

0.993 
pamelas             

0.987 
pitt                

0.981 
shipwreck           

40/50

-9.6


0.993 
ronin               

0.982 
holsteins           

0.975 
kiki                

0.966 
burgr               

0.958 
bachi               

0.956 
delux               

0.947 
zinburger           

0.908 
miyagi              

0.828 
brgr                

0.729 
rehab               

0.692 
rising              

0.681 
hells               

0.638 
burger              

0.589 
burgatory           

0.566 
burgers             

41/50

-9.5


0.991 
capos               

0.990 
babbo               

0.973 
fiamma              

0.966 
maggianos           

0.959 
raos                

0.952 
buca                

0.947 
carrabbas           

0.930 
rigatoni            

0.919 
beppo               

0.918 
bucatini            

0.912 
manicotti           

0.908 
carmines            

0.895 
trattoria           

0.894 
piccata             

0.857 
bolognese           

45/50

-9.3


1.000 
freemont            

1.000 
offstrip            

0.989 
palazzo             

0.986 
fremont             

0.964 
luxor               

0.959 
mandalay            

0.954 
lv                  

0.948 
craps               

0.932 
vegas               

0.908 
mgm                 

0.906 
blackjack           

0.894 
las                 

0.884 
casino              

0.873 
flamingo            

0.837 
venetian            

3/50

-9.2


1.000 
larb                

1.000 
sabai               

1.000 
panang              

1.000 
phad                

1.000 
kha                 

1.000 
massaman            

1.000 
rendang             

1.000 
prik                

0.999 
khao                

0.997 
sukho               

0.997 
archis              

0.993 
komol               

0.992 
pad                 

0.991 
kaow                

0.990 
penang              

18/50

-9.2


0.999 
snoh                

0.998 
amelies             

0.982 
glaziers            

0.963 
patisserie          

0.938 
einsteins           

0.903 
philippe            

0.892 
einstein            

0.891 
crepe               

0.888 
bagels              

0.875 
bakeries            

0.874 
crepes              

0.870 
macaron             

0.842 
macarons            

0.799 
eclair              

0.791 
bagel               

42/50

-9.2


1.000 
paco                

0.997 
pibil               

0.992 
cochinita           

0.970 
diablos             

0.961 
dorado              

0.947 
barrio              

0.937 
momocho             

0.920 
cabo                

0.911 
playa               

0.902 
wahoos              

0.892 
fuego               

0.886 
joyride             

0.885 
tinga               

0.871 
carnita             

0.843 
blanco              

43/50

-9.0


0.975 
settebello          

0.972 
pieology            

0.967 
pomo                

0.965 
brixx               

0.949 
libretto            

0.944 
blaze               

0.942 
cpk                 

0.938 
grimaldis           

0.937 
oreganos            

0.927 
cibo                

0.921 
biancos             

0.910 
spinatos            

0.885 
bianco              

0.884 
wiseguy             

0.875 
naples              

47/50

-9.0


1.000 
makhani             

1.000 
sambar              

1.000 
daal                

1.000 
karahi              

1.000 
dhaba               

1.000 
injera              

1.000 
gulab               

1.000 
puri                

1.000 
biriyani            

1.000 
chaat               

1.000 
naans               

1.000 
malai               

1.000 
palak               

1.000 
dosa                

1.000 
paneer              

27/50

-7.1


1.000 
pernil              

1.000 
kawali              

1.000 
sisig               

1.000 
sinigang            

1.000 
arepa               

1.000 
mofongo             

1.000 
arepas              

0.998 
pancit              

0.998 
huli                

0.997 
braddahs            

0.996 
musubi              

0.996 
mochiko             

0.995 
kalua               

0.995 
pio                 

0.994 
jollibee            

15/50

-6.7


0.978 
frybread            

0.972 
michoacan           

0.972 
lindo               

0.971 
macayos             

0.962 
sopapillas          

0.960 
ritos               

0.958 
javiers             

0.955 
juans               

0.943 
chimis              

0.937 
garcias             

0.921 
relleno             

0.921 
richardsons         

0.914 
fideo               

0.907 
azteca              

0.899 
nm                  

25/50

-6.5


0.987 
etouffee            

0.977 
crawfish            

0.936 
gumbo               

0.911 
rm                  

0.910 
emerils             

0.894 
alligator           

0.892 
emeril              

0.861 
shucked             

0.811 
orleans             

0.809 
bib                 

0.809 
creole              

0.806 
boil                

0.799 
lobsters            

0.787 
dungeness           

0.786 
oysters             

35/50

-6.2


0.990 
zabas               

0.986 
cabeza              

0.972 
gordo               

0.964 
adobada             

0.956 
robertos            

0.942 
qdoba               

0.934 
chipotles           

0.929 
filibertos          

0.923 
boyz                

0.920 
lengua              

0.907 
moes                

0.864 
tortas              

0.862 
burritos            

0.800 
burrito             

0.783 
pastor              

38/50

-6.1


0.985 
craftsteak          

0.981 
stripsteak          

0.979 
botero              

0.950 
stk                 

0.944 
barrymore           

0.943 
carnevino           

0.891 
friscos             

0.886 
mastros             

0.821 
flemings            

0.819 
tomahawk            

0.817 
n9ne                

0.805 
wellington          

0.773 
popovers            

0.772 
morels              

0.753 
delmonicos          

31/50

-5.5


1.000 
hobak               

1.000 
nuong               

1.000 
vang                

1.000 
cuon                

1.000 
xeo                 

1.000 
biet                

0.998 
thit                

0.997 
dac                 

0.994 
banchan             

0.991 
dolsot              

0.988 
kbbq                

0.984 
pho                 

0.983 
soyo                

0.980 
viet                

0.979 
saigon              

0/50

-3.9


1.000 
kneaders            

1.000 
montagu             

0.996 
montague            

0.994 
slymans             

0.993 
capastrami          

0.984 
capriottis          

0.982 
ikes                

0.969 
delis               

0.961 
chompies            

0.959 
quiznos             

0.956 
jasons              

0.952 
panera              

0.949 
wildflower          

0.947 
firehouse           

0.942 
mikes               

30/50

-2.6


0.982 
dickeys             

0.968 
lucilles            

0.962 
rollin              

0.907 
qs                  

0.905 
daves               

0.899 
brisket             

0.864 
memphis             

0.804 
rudys               

0.780 
moonshine           

0.778 
brunswick           

0.766 
barbecue            

0.760 
barbeque            

0.742 
cornbread           

0.713 
stockyards          

0.707 
smoker              

4/50

-2.4


0.994 
freddys             

0.981 
whataburger         

0.977 
swensons            

0.961 
smashburger         

0.958 
innout              

0.957 
fatburger           

0.955 
culvers             

0.935 
lennys              

0.934 
rockets             

0.898 
chickfila           

0.890 
wendys              

0.888 
sonic               

0.881 
carls               

0.878 
mcds                

0.863 
shack               

36/50

-2.1


1.000 
koobideh            

1.000 
laffa               

0.999 
moussaka            

0.999 
shawarmas           

0.997 
shawarma            

0.997 
saganaki            

0.996 
shwarma             

0.996 
schwarma            

0.993 
donair              

0.991 
dolmades            

0.987 
falafels            

0.986 
souvlaki            

0.985 
lebanese            

0.984 
ghanoush            

0.980 
ganoush             

1/50

-1.6


1.000 
rodizio             

1.000 
bravas              

0.997 
jaleo               

0.990 
patatas             

0.989 
firefly             

0.987 
croquetas           

0.979 
fogo                

0.976 
brazilian           

0.970 
paella              

0.964 
tapas               

0.958 
brazil              

0.958 
seviche             

0.941 
pampas              

0.926 
iberico             

0.925 
jamon               

7/50

-1.4


0.997 
hannys              

0.991 
duce                

0.959 
fez                 

0.959 
lavo                

0.926 
margaritaville      

0.921 
bouncers            

0.861 
mechanical          

0.850 
bouncer             

0.827 
dj                  

0.822 
dance               

0.804 
speakeasy           

0.796 
concerts            

0.778 
djs                 

0.762 
hob                 

0.740 
stage               

12/50

-1.1


1.000 
bières              

1.000 
avoir               

1.000 
cétait              

0.999 
peut                

0.999 
lambiance           

0.999 
bière               

0.999 
bref                

0.999 
sommes              

0.999 
moins               

0.999 
aussi               

0.999 
bouffe              

0.999 
rien                

0.999 
avait               

0.999 
alors               

0.999 
nous                

28/50

-0.9


1.000 
pastys              

0.999 
boxty               

0.988 
goulash             

0.987 
hofbrauhaus         

0.981 
haggis              

0.977 
pasties             

0.970 
bangers             

0.967 
paprikash           

0.965 
shepards            

0.965 
munich              

0.959 
hungarian           

0.957 
ireland             

0.948 
petes               

0.947 
shepherds           

0.945 
ri                  

39/50

-0.4


0.971 
becketts            

0.963 
fnb                 

0.957 
stetson             

0.947 
dropout             

0.858 
evo                 

0.833 
yardbird            

0.802 
merchant            

0.766 
graze               

0.760 
citizen             

0.747 
deviled             

0.735 
greenhouse          

0.651 
tuck                

0.635 
windsor             

0.608 
bitters             

0.608 
crop                

20/50

1.9


0.992 
wingstop            

0.985 
lolos               

0.982 
bojangles           

0.978 
bww                 

0.976 
atl                 

0.975 
canes               

0.963 
popeyes             

0.942 
nandos              

0.931 
koolaid             

0.929 
peri                

0.917 
kfc                 

0.911 
kool                

0.903 
chalet              

0.899 
suicide             

0.895 
wing                

44/50

3.7


0.928 
bouchon             

0.898 
janes               

0.887 
madame              

0.843 
mimis               

0.815 
brunches            

0.802 
brunch              

0.799 
coras               

0.796 
croque              

0.763 
waffles             

0.739 
mimosa              

0.711 
benedicts           

0.651 
mimosas             

0.649 
hollandaise         

0.641 
breakfastbrunch     

0.609 
waffle              

16/50

6.0


0.990 
ycs                 

0.986 
skinnyfats          

0.979 
tempeh              

0.971 
genghis             

0.968 
rachels             

0.967 
acai                

0.891 
lunas               

0.856 
veganvegetarian     

0.842 
mock                

0.833 
vegan               

0.830 
vegetarianvegan     

0.810 
nutritious          

0.787 
nutrition           

0.776 
vegans              

0.738 
nami                

17/50

6.6


0.992 
nove                

0.992 
giada               

0.984 
giadas              

0.972 
fountains           

0.953 
views               

0.913 
view                

0.911 
breathtaking        

0.911 
eiffel              

0.895 
elevator            

0.880 
lago                

0.875 
overlooking         

0.874 
rooftop             

0.836 
overlooks           

0.831 
westin              

0.829 
waterfall           

19/50

10.6


1.000 
summerlicious       

1.000 
bannock             

1.000 
winterlicious       

1.000 
susur               

0.996 
yorkville           

0.995 
moxies              

0.991 
astors              

0.983 
yorkdale            

0.970 
ossington           

0.944 
vaughan             

0.928 
yonge               

0.916 
torontos            

0.904 
toronto             

0.896 
bloor               

0.887 
milestones          

8/50

12.9


1.000 
topgolf             

0.997 
gameworks           

0.972 
zipps               

0.919 
pts                 

0.912 
hooters             

0.892 
tilted              

0.862 
bowling             

0.852 
ufc                 

0.840 
shuffleboard        

0.823 
prizes              

0.804 
gaming              

0.801 
fights              

0.790 
arcade              

0.781 
darts               

0.774 
games               

13/50

15.5


0.994 
brewpub             

0.974 
duckworths          

0.965 
breweries           

0.957 
brewery             

0.940 
hoppy               

0.935 
ohso                

0.935 
ipas                

0.921 
stout               

0.919 
papago              

0.912 
markt               

0.894 
brewers             

0.894 
growler             

0.887 
hefeweizen          

0.882 
brews               

0.880 
microbrews          

23/50

22.3


0.992 
baristas            

0.976 
barista             

0.967 
sambalatte          

0.927 
chatime             

0.926 
terminal            

0.914 
laptops             

0.890 
layover             

0.881 
studying            

0.871 
study               

0.860 
lattes              

0.850 
latte               

0.846 
laptop              

0.836 
cartel              

0.817 
airport             

0.808 
cafes               

37/50

59.4


0.510 
linq                

0.408 
45min               

0.384 
texted              

0.359 
sls                 

0.342 
summerlin           

0.326 
pos                 

0.318 
ordeal              

0.307 
poop                

0.307 
unattentive         

0.304 
30min               

0.303 
absurd              

0.302 
text                

0.301 
2025                

0.294 
serendipity         

0.294 
tivoli              

29/50

236.6


0.253 
practices           

0.249 
patronizing         

0.229 
ballantyne          

0.226 
biz                 

0.225 
toddler             

0.223 
improving           

0.222 
void                

0.221 
frustration         

0.218 
survive             

0.217 
pray                

0.217 
serviceable         

0.215 
gastonia            

0.213 
improves            

0.210 
hairs               

0.209 
unaware