LEGEND_NAME = Gibbs_LDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = expensive

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/20171007-mod_name=slda__np-frac_labels=0.050-n_states=050-alpha=0.1000-tau=0.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=mallet_gibbs_sampler-n_batches=1/3/lap0000800.000_topic_model_snapshot

0/50

-5.9


0.753 
ownerchef           

0.752 
glendale            

0.729 
peoria              

0.659 
nw                  

0.584 
anthem              

0.560 
chandler            

0.549 
goodyear            

0.490 
valley              

0.484 
managerowner        

0.480 
relocated           

0.479 
ahwatukee           

0.468 
owner               

0.449 
appreciates         

0.448 
greets              

0.439 
operated            

7/50

-5.9


1.000 
gyros               

1.000 
souvlaki            

1.000 
saganaki            

0.996 
spanakopita         

0.994 
gyro                

0.990 
zoes                

0.987 
athens              

0.987 
milos               

0.978 
donair              

0.968 
greek               

0.963 
greece              

0.951 
tzatziki            

0.932 
piri                

0.927 
steves              

0.926 
danforth            

37/50

-5.5


0.995 
portillos           

0.994 
teds                

0.990 
coney               

0.974 
hotdogs             

0.974 
fukuburger          

0.971 
sonic               

0.970 
leash               

0.969 
hotdog              

0.965 
pinks               

0.959 
curds               

0.959 
fuku                

0.956 
medina              

0.948 
lukes               

0.945 
dogs                

0.945 
nathans             

14/50

-4.8


0.999 
pittsburgh          

0.997 
pgh                 

0.997 
shadyside           

0.996 
cu                  

0.995 
pittsburghs         

0.995 
bloomfield          

0.995 
urbana              

0.974 
oakland             

0.965 
pitt                

0.963 
burgh               

0.953 
monroeville         

0.934 
lakewood            

0.934 
clevelands          

0.907 
akron               

0.885 
shipwreck           

13/50

-4.7


0.998 
dupars              

0.971 
mimis               

0.969 
frans               

0.929 
ihop                

0.917 
dennys              

0.902 
luckys              

0.901 
evans               

0.820 
777                 

0.813 
hashbrowns          

0.800 
diner               

0.796 
browns              

0.783 
hashbrown           

0.773 
boulder             

0.681 
bfast               

0.680 
graveyard           

38/50

-3.9


0.968 
drivethru           

0.920 
drivethrough        

0.801 
layover             

0.788 
terminal            

0.770 
slowest             

0.652 
lids                

0.611 
wendys              

0.608 
employee            

0.602 
airport             

0.584 
cashiers            

0.550 
dispenser           

0.547 
receipt             

0.547 
mcdonalds           

0.534 
wiping              

0.528 
employees           

40/50

-3.6


0.998 
barista             

0.994 
baristas            

0.993 
amelies             

0.990 
sambalatte          

0.946 
lattes              

0.938 
latte               

0.931 
patisserie          

0.925 
croissants          

0.922 
quiches             

0.912 
laptops             

0.883 
macchiato           

0.882 
chatime             

0.877 
crepe               

0.874 
cartel              

0.856 
crepes              

24/50

-3.5


0.998 
cabeza              

0.994 
zabas               

0.992 
tortas              

0.985 
lengua              

0.983 
pastor              

0.974 
robertos            

0.969 
gordo               

0.968 
adobada             

0.962 
qdoba               

0.943 
boyz                

0.938 
filibertos          

0.930 
chipotles           

0.928 
carnita             

0.922 
barbacoa            

0.893 
moes                

16/50

-3.3


0.999 
montagu             

0.998 
slymans             

0.998 
montague            

0.998 
capastrami          

0.998 
kneaders            

0.992 
ikes                

0.987 
primanti            

0.986 
primantis           

0.985 
cheba               

0.982 
capriottis          

0.981 
firehouse           

0.974 
panera              

0.962 
earls               

0.961 
quiznos             

0.956 
wildflower          

42/50

-3.0


1.000 
sisig               

1.000 
pancit              

0.999 
kawali              

0.999 
sinigang            

0.999 
huli                

0.999 
jollibee            

0.999 
kalua               

0.999 
braddahs            

0.998 
mochiko             

0.997 
musubi              

0.995 
kare                

0.991 
halohalo            

0.991 
hulas               

0.987 
lumpia              

0.986 
saimin              

20/50

-2.8


0.999 
snoh                

0.990 
serendipity         

0.958 
sundaes             

0.957 
blizzard            

0.935 
donuts              

0.900 
donut               

0.842 
sundae              

0.836 
philippe            

0.794 
krispy              

0.780 
doughnuts           

0.777 
frosting            

0.731 
doughnut            

0.731 
cupcake             

0.729 
sprinkles           

0.727 
cupcakes            

44/50

-2.2


1.000 
nuong               

0.999 
biet                

0.999 
dac                 

0.999 
cuon                

0.999 
vang                

0.999 
xeo                 

0.998 
pho                 

0.993 
saigon              

0.993 
thit                

0.993 
viet                

0.988 
banh                

0.986 
vietnamese          

0.961 
vietnam             

0.958 
nem                 

0.933 
gio                 

12/50

-1.8


1.000 
banchan             

0.999 
dolsot              

0.998 
hobak               

0.992 
kbbq                

0.988 
soyo                

0.981 
bim                 

0.980 
gangnam             

0.980 
japchae             

0.978 
bulgogi             

0.961 
hunan               

0.948 
tsos                

0.945 
pf                  

0.943 
komex               

0.938 
gen                 

0.924 
flos                

41/50

-1.4


1.000 
arepa               

1.000 
pupusas             

1.000 
yuca                

1.000 
bravas              

1.000 
venezuelan          

1.000 
tostones            

0.999 
croquetas           

0.999 
arepas              

0.999 
saltado             

0.999 
pupusa              

0.999 
pernil              

0.999 
mofongo             

0.999 
vieja               

0.999 
rodizio             

0.999 
pio                 

39/50

-1.0


0.998 
linq                

0.997 
nyny                

0.997 
offstrip            

0.984 
las                 

0.961 
lv                  

0.932 
vegas               

0.900 
mgm                 

0.895 
flamingo            

0.875 
luxor               

0.805 
nv                  

0.801 
casinos             

0.791 
casino              

0.780 
gambling            

0.768 
ballys              

0.699 
tropicana           

23/50

-0.9


0.999 
glaziers            

0.999 
pastys              

0.999 
hofbrauhaus         

0.994 
paprikash           

0.993 
goulash             

0.991 
pasties             

0.987 
einsteins           

0.983 
chompies            

0.979 
munich              

0.978 
einstein            

0.976 
matzo               

0.976 
bagels              

0.971 
hungarian           

0.952 
jewish              

0.948 
bagel               

18/50

-0.7


0.999 
barros              

0.998 
rosatis             

0.998 
venezias            

0.995 
knots               

0.979 
nypd                

0.968 
ians                

0.963 
spinatos            

0.962 
dels                

0.947 
cicis               

0.915 
stromboli           

0.914 
oreganos            

0.907 
nellos              

0.892 
roccos              

0.886 
dominos             

0.869 
calzones            

29/50

-0.5


0.995 
brewpub             

0.994 
breweries           

0.985 
brewery             

0.984 
microbrews          

0.983 
ipas                

0.981 
hoppy               

0.975 
cask                

0.974 
duckworths          

0.964 
growler             

0.963 
brewers             

0.959 
taps                

0.954 
ales                

0.945 
bjs                 

0.942 
ipa                 

0.940 
stout               

8/50

-0.2


1.000 
yonge               

1.000 
mississauga         

0.999 
gta                 

0.999 
bloor               

0.999 
kensington          

0.999 
dundas              

0.999 
yorkville           

0.999 
torontos            

0.998 
ossington           

0.998 
vaughan             

0.998 
eglinton            

0.998 
oakville            

0.998 
finch               

0.998 
leslieville         

0.998 
moxies              

26/50

-0.1


0.991 
wahoos              

0.986 
ri                  

0.978 
boxty               

0.978 
haddock             

0.970 
frybread            

0.964 
bonefish            

0.936 
petes               

0.890 
tarter              

0.833 
perch               

0.830 
ireland             

0.820 
walleye             

0.771 
cod                 

0.756 
fish                

0.683 
tartar              

0.679 
mahi                

36/50

0.0


0.997 
tessaros            

0.995 
ronin               

0.992 
freddys             

0.988 
fatburger           

0.988 
smashburger         

0.987 
swensons            

0.986 
brgr                

0.975 
innout              

0.974 
fuddruckers         

0.974 
burgatory           

0.955 
whataburger         

0.953 
kiki                

0.946 
priest              

0.918 
zinburger           

0.909 
rockets             

1/50

0.7


1.000 
shabu               

1.000 
tonkotsu            

1.000 
monta               

1.000 
okonomiyaki         

1.000 
kinton              

1.000 
sora                

0.999 
shio                

0.999 
sansotei            

0.999 
jinya               

0.999 
chasu               

0.999 
santouka            

0.999 
ramens              

0.999 
fukumimi            

0.998 
chashu              

0.997 
kenzo               

19/50

0.7


1.000 
der                 

1.000 
und                 

1.000 
ich                 

1.000 
sehr                

1.000 
mit                 

1.000 
auch                

1.000 
wir                 

1.000 
zu                  

1.000 
ein                 

1.000 
essen               

1.000 
aber                

1.000 
auf                 

1.000 
für                 

1.000 
ist                 

1.000 
sind                

22/50

0.9


0.999 
dickeys             

0.991 
lucilles            

0.986 
rudys               

0.973 
rollin              

0.955 
daves               

0.950 
qs                  

0.906 
brisket             

0.859 
memphis             

0.824 
barbecue            

0.819 
brunswick           

0.802 
barbeque            

0.782 
smoker              

0.768 
tritip              

0.765 
smokehouse          

0.758 
ribs                

45/50

1.5


1.000 
edinburgh           

0.999 
hannys              

0.999 
leith               

0.997 
haggis              

0.905 
freemont            

0.898 
davidson            

0.894 
fremont             

0.867 
drake               

0.835 
scotland            

0.831 
staircase           

0.806 
loft                

0.802 
museum              

0.791 
distillery          

0.788 
basement            

0.778 
whilst              

31/50

1.5


0.991 
hugos               

0.990 
steakhouses         

0.986 
flemings            

0.985 
mortons             

0.979 
ruths               

0.979 
outback             

0.972 
craftsteak          

0.964 
stk                 

0.961 
steakhouse          

0.958 
mastros             

0.946 
steaks              

0.936 
delmonicos          

0.929 
lawrys              

0.920 
friscos             

0.919 
delmonico           

48/50

1.6


1.000 
lebanese            

1.000 
aladdins            

0.999 
shisha              

0.999 
koobideh            

0.999 
shwarma             

0.999 
laffa               

0.998 
schwarma            

0.997 
ganoush             

0.997 
shawarmas           

0.995 
shawarma            

0.994 
arabic              

0.994 
ghanoush            

0.992 
tabouli             

0.987 
persian             

0.986 
kafta               

6/50

1.8


0.997 
topgolf             

0.991 
duce                

0.978 
bouncers            

0.976 
gameworks           

0.968 
margaritaville      

0.953 
dj                  

0.915 
bouncer             

0.906 
bowling             

0.901 
hob                 

0.901 
karaoke             

0.890 
bull                

0.888 
rainforest          

0.858 
songs               

0.856 
mechanical          

0.841 
bands               

49/50

1.8


1.000 
une                 

1.000 
qui                 

1.000 
nous                

1.000 
sont                

1.000 
était               

1.000 
peu                 

1.000 
vraiment            

1.000 
même                

1.000 
aussi               

1.000 
ça                  

1.000 
suis                

1.000 
choix               

1.000 
été                 

1.000 
endroit             

1.000 
avons               

33/50

1.8


0.996 
tempeh              

0.985 
seitan              

0.974 
rachels             

0.946 
acai                

0.939 
skinnyfats          

0.913 
genghis             

0.899 
veganvegetarian     

0.878 
lunas               

0.873 
vegan               

0.872 
nutrition           

0.870 
nami                

0.842 
ycs                 

0.842 
vegetarianvegan     

0.840 
mock                

0.801 
nutritious          

11/50

2.0


1.000 
panang              

1.000 
khao                

1.000 
kha                 

0.999 
archis              

0.999 
larb                

0.999 
massaman            

0.999 
kaow                

0.999 
phad                

0.998 
sabai               

0.998 
sukho               

0.998 
rendang             

0.997 
prik                

0.996 
komol               

0.996 
pad                 

0.991 
nasi                

32/50

2.1


1.000 
paneer              

1.000 
biryani             

1.000 
dosa                

1.000 
lassi               

1.000 
vindaloo            

1.000 
saag                

1.000 
aloo                

1.000 
manchurian          

1.000 
injera              

1.000 
pakoras             

1.000 
dosas               

1.000 
palak               

0.999 
malai               

0.999 
gulab               

0.999 
chaat               

35/50

2.2


0.983 
dimsum              

0.966 
congee              

0.963 
taiwanese           

0.962 
fung                

0.946 
gow                 

0.935 
sichuan             

0.934 
sum                 

0.920 
har                 

0.894 
cantonese           

0.875 
peking              

0.873 
dim                 

0.864 
hk                  

0.863 
hainan              

0.863 
taiwan              

0.845 
carts               

28/50

2.4


1.000 
bww                 

0.997 
wingstop            

0.986 
zipps               

0.960 
pts                 

0.944 
tilted              

0.922 
ufc                 

0.866 
wing                

0.866 
sports              

0.865 
atl                 

0.853 
lizard              

0.848 
tgi                 

0.843 
applebees           

0.822 
wings               

0.802 
nfl                 

0.795 
suicide             

34/50

2.4


0.995 
bojangles           

0.993 
canes               

0.991 
lolos               

0.980 
popeyes             

0.965 
roscoes             

0.949 
koolaid             

0.929 
lolas               

0.908 
stockyards          

0.887 
kfc                 

0.871 
factory             

0.867 
yardbird            

0.864 
aid                 

0.859 
kool                

0.847 
raising             

0.834 
grits               

9/50

2.4


0.983 
cpk                 

0.982 
brixx               

0.981 
settebello          

0.980 
pieology            

0.979 
libretto            

0.974 
pomo                

0.967 
cibo                

0.961 
blaze               

0.955 
grimaldis           

0.911 
neapolitan          

0.907 
naples              

0.901 
bianco              

0.889 
wiseguy             

0.875 
biancos             

0.871 
woodfired           

46/50

2.5


0.999 
sopapillas          

0.997 
ritos               

0.996 
lindo               

0.995 
macayos             

0.995 
enchiladas          

0.993 
chimis              

0.991 
paco                

0.988 
chimichangas        

0.987 
enchilada           

0.982 
michoacan           

0.975 
fajitas             

0.974 
tequilas            

0.971 
relleno             

0.969 
cantina             

0.961 
dorado              

5/50

3.0


1.000 
lavo                

0.999 
nove                

0.997 
giadas              

0.997 
giada               

0.991 
fountains           

0.959 
views               

0.949 
elevators           

0.944 
eiffel              

0.943 
palazzo             

0.940 
view                

0.939 
venetian            

0.938 
lago                

0.912 
breathtaking        

0.897 
overlooking         

0.881 
overlooks           

47/50

3.7


0.983 
snooze              

0.965 
pamelas             

0.954 
benedicts           

0.948 
mto                 

0.939 
janes               

0.911 
babystacks          

0.887 
coras               

0.859 
scrambles           

0.845 
matts               

0.836 
scrambler           

0.836 
breakfastbrunch     

0.798 
hollandaise         

0.763 
brunches            

0.760 
scramble            

0.740 
jamms               

15/50

6.5


0.999 
sakana              

0.998 
japango             

0.998 
yasu                

0.998 
robata              

0.997 
nonsushi            

0.997 
amaebi              

0.993 
maki                

0.989 
kaizen              

0.986 
omakase             

0.985 
teharu              

0.983 
roku                

0.979 
kabuki              

0.978 
hiro                

0.973 
miku                

0.970 
chirashi            

43/50

6.8


0.990 
crawfish            

0.939 
shucked             

0.910 
emerils             

0.897 
rm                  

0.893 
lobsters            

0.888 
oysters             

0.883 
dungeness           

0.855 
bib                 

0.854 
emeril              

0.849 
crabs               

0.840 
oyster              

0.787 
trifecta            

0.786 
boil                

0.751 
claws               

0.748 
boiling             

17/50

7.8


0.719 
apologizes          

0.665 
flagged             

0.654 
greeter             

0.588 
forgetful           

0.548 
waitresss           

0.531 
horrid              

0.511 
drastically         

0.506 
forgiving           

0.489 
unattentive         

0.480 
flagging            

0.475 
acknowledgement     

0.469 
pen                 

0.462 
resolve             

0.459 
errors              

0.452 
apologizing         

30/50

9.7


0.997 
babbo               

0.995 
capos               

0.994 
carmines            

0.991 
carrabbas           

0.989 
fiamma              

0.987 
beppo               

0.983 
buca                

0.972 
rigatoni            

0.972 
maggianos           

0.956 
bucatini            

0.941 
bolognese           

0.929 
fettucini           

0.915 
piccata             

0.913 
evo                 

0.911 
trattoria           

25/50

9.8


1.000 
fez                 

0.999 
postino             

0.999 
postinos            

0.999 
kierland            

0.998 
rokerij             

0.997 
vig                 

0.990 
dropout             

0.985 
ticoz               

0.981 
biltmore            

0.977 
bocca               

0.971 
scottsdale          

0.970 
lucis               

0.965 
arcadia             

0.954 
carefree            

0.947 
windsor             

4/50

12.0


0.977 
bacchanal           

0.955 
corral              

0.901 
buffets             

0.888 
carving             

0.877 
wicked              

0.832 
todai               

0.770 
stations            

0.764 
buffet              

0.736 
buffett             

0.735 
carnival            

0.656 
studio              

0.636 
kiosk               

0.586 
station             

0.576 
legs                

0.561 
wynns               

3/50

12.5


0.997 
holsteins           

0.995 
burgr               

0.995 
ramsays             

0.995 
flay                

0.993 
flays               

0.993 
ramsay              

0.989 
spago               

0.986 
wolfgang            

0.983 
hells               

0.977 
gr                  

0.970 
ramsey              

0.959 
ramseys             

0.950 
sls                 

0.944 
mandalay            

0.938 
bobbys              

21/50

18.2


0.999 
cassoulet           

0.998 
bannock             

0.960 
brugge              

0.938 
barrymore           

0.918 
zinc                

0.916 
bouchon             

0.896 
winterlicious       

0.881 
madame              

0.880 
boar                

0.862 
morels              

0.845 
venison             

0.837 
summerlicious       

0.835 
moules              

0.826 
kangaroo            

0.811 
escargots           

27/50

23.9


0.869 
131                 

0.861 
houstons            

0.778 
jumper              

0.765 
hillstone           

0.667 
encrusted           

0.650 
sonoma              

0.603 
martinis            

0.588 
chart               

0.570 
crabcake            

0.569 
martini             

0.520 
roaring             

0.495 
southpark           

0.478 
crusted             

0.472 
cedar               

0.432 
chagrin             

2/50

34.3


0.982 
becketts            

0.956 
fnb                 

0.938 
graze               

0.888 
stetson             

0.844 
merchant            

0.786 
brussels            

0.779 
brussel             

0.719 
bitters             

0.716 
crop                

0.699 
mixologist          

0.627 
therapy             

0.497 
glutton             

0.494 
citizen             

0.477 
shortrib            

0.475 
farro               

10/50

54.8


0.982 
sommelier           

0.971 
robuchon            

0.961 
savoy               

0.961 
amuse               

0.957 
langoustine         

0.946 
binkleys            

0.940 
latelier            

0.837 
cirque              

0.805 
caviar              

0.775 
pairings            

0.752 
michelin            

0.740 
picasso             

0.714 
prefix              

0.691 
foie                

0.690 
susur