LEGEND_NAME = Gibbs_LDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = expensive

alcoholdeliveryexpensive
kid_friendlyoutdoor_seatingreservations
wifi

FRAC_LABELS = 0.1

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=0.100-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/lap0001000.000_topic_model_snapshot

13/50

-6.0


0.998 
jamms               

0.997 
dupars              

0.987 
mimis               

0.971 
frans               

0.944 
ihop                

0.919 
dennys              

0.912 
evans               

0.858 
hashbrowns          

0.838 
luckys              

0.831 
browns              

0.813 
hashbrown           

0.795 
diner               

0.795 
777                 

0.737 
boulder             

0.679 
bfast               

37/50

-5.1


0.996 
coney               

0.994 
portillos           

0.985 
teds                

0.976 
leash               

0.976 
pinks               

0.972 
hotdogs             

0.972 
fukuburger          

0.968 
sonic               

0.963 
hotdog              

0.960 
fuku                

0.960 
curds               

0.948 
culvers             

0.945 
nathans             

0.942 
dogs                

0.937 
tommys              

24/50

-4.5


1.000 
tortas              

0.999 
cabeza              

0.991 
zabas               

0.988 
gordo               

0.988 
lengua              

0.986 
pastor              

0.974 
robertos            

0.965 
adobada             

0.962 
qdoba               

0.956 
carnita             

0.942 
boyz                

0.936 
chipotles           

0.925 
filibertos          

0.913 
barbacoa            

0.893 
frescas             

16/50

-4.1


0.999 
montagu             

0.998 
slymans             

0.998 
montague            

0.998 
capastrami          

0.998 
kneaders            

0.995 
ikes                

0.989 
primantis           

0.989 
primanti            

0.984 
capriottis          

0.983 
cheba               

0.976 
firehouse           

0.973 
mikes               

0.973 
quiznos             

0.969 
panera              

0.947 
wildflower          

42/50

-4.0


1.000 
sisig               

1.000 
kare                

1.000 
pancit              

0.999 
kawali              

0.999 
sinigang            

0.999 
mochiko             

0.999 
huli                

0.999 
jollibee            

0.999 
braddahs            

0.999 
kalua               

0.998 
musubi              

0.991 
halohalo            

0.990 
hulas               

0.988 
halo                

0.986 
saimin              

38/50

-3.9


0.976 
drivethru           

0.955 
drivethrough        

0.758 
terminal            

0.753 
slowest             

0.734 
layover             

0.615 
wendys              

0.604 
airport             

0.581 
cashiers            

0.573 
employee            

0.568 
dispenser           

0.565 
unsanitary          

0.564 
lids                

0.556 
mcdonalds           

0.547 
refund              

0.541 
receipt             

40/50

-3.5


0.994 
baristas            

0.994 
barista             

0.993 
sambalatte          

0.988 
amelies             

0.941 
lattes              

0.939 
croissants          

0.935 
latte               

0.931 
quiches             

0.899 
laptops             

0.888 
chatime             

0.881 
crepe               

0.858 
crepes              

0.858 
cartel              

0.855 
macchiato           

0.840 
croissant           

14/50

-3.5


0.998 
pittsburgh          

0.997 
pgh                 

0.997 
shadyside           

0.996 
burgh               

0.995 
clevelands          

0.995 
pittsburghs         

0.995 
urbana              

0.994 
bloomfield          

0.991 
akron               

0.984 
cu                  

0.965 
pitt                

0.951 
oakland             

0.931 
shipwreck           

0.904 
monroeville         

0.804 
champaign           

0/50

-3.3


0.764 
anthem              

0.740 
ownerchef           

0.650 
glendale            

0.542 
goodyear            

0.534 
nw                  

0.531 
peoria              

0.505 
operated            

0.482 
owner               

0.441 
owners              

0.433 
managerowner        

0.427 
restraunt           

0.421 
succeed             

0.418 
familyowned         

0.415 
gps                 

0.407 
remembers           

44/50

-2.8


1.000 
nuong               

0.999 
biet                

0.999 
dac                 

0.999 
cuon                

0.999 
thit                

0.999 
vang                

0.999 
xeo                 

0.998 
pho                 

0.993 
viet                

0.992 
saigon              

0.988 
banh                

0.986 
vietnamese          

0.961 
vietnam             

0.956 
nem                 

0.931 
bahn                

7/50

-2.2


1.000 
souvlaki            

1.000 
saganaki            

1.000 
zoes                

0.999 
donair              

0.999 
gyros               

0.996 
spanakopita         

0.992 
milos               

0.988 
gyro                

0.970 
athens              

0.967 
greek               

0.967 
greece              

0.951 
tzatziki            

0.942 
jims                

0.934 
steves              

0.919 
danforth            

12/50

-1.7


1.000 
banchan             

0.999 
dolsot              

0.998 
hobak               

0.994 
kbbq                

0.991 
japchae             

0.990 
bim                 

0.988 
soyo                

0.980 
bulgogi             

0.973 
gangnam             

0.960 
hunan               

0.947 
tsos                

0.943 
galbi               

0.943 
komex               

0.942 
pf                  

0.941 
gen                 

20/50

-1.6


0.999 
snoh                

0.992 
serendipity         

0.966 
blizzard            

0.930 
sundaes             

0.921 
donuts              

0.904 
donut               

0.837 
philippe            

0.835 
sundae              

0.803 
doughnuts           

0.771 
krispy              

0.737 
sprinkles           

0.737 
doughnut            

0.737 
cupcakes            

0.731 
frosting            

0.719 
cupcake             

41/50

-1.1


1.000 
arepa               

1.000 
pupusas             

1.000 
yuca                

1.000 
venezuelan          

1.000 
tostones            

0.999 
saltado             

0.999 
pernil              

0.999 
pio                 

0.999 
ropa                

0.999 
mofongo             

0.999 
vieja               

0.999 
arepas              

0.999 
rodizio             

0.999 
croquetas           

0.999 
pupusa              

36/50

-0.4


0.998 
ronin               

0.998 
freddys             

0.997 
tessaros            

0.996 
swensons            

0.990 
smashburger         

0.989 
fuddruckers         

0.987 
brgr                

0.981 
fatburger           

0.975 
innout              

0.971 
burgatory           

0.951 
kiki                

0.947 
priest              

0.939 
whataburger         

0.913 
miyagi              

0.899 
rockets             

18/50

-0.3


0.999 
rosatis             

0.999 
barros              

0.998 
venezias            

0.995 
knots               

0.981 
nypd                

0.970 
ians                

0.961 
spinatos            

0.951 
cicis               

0.950 
dels                

0.921 
oreganos            

0.921 
stromboli           

0.919 
nellos              

0.906 
howies              

0.900 
roccos              

0.880 
dominos             

23/50

-0.2


0.999 
glaziers            

0.999 
pastys              

0.997 
hofbrauhaus         

0.996 
goulash             

0.992 
pasties             

0.992 
einsteins           

0.984 
einstein            

0.984 
hungarian           

0.984 
chompies            

0.983 
paprikash           

0.978 
munich              

0.977 
bagels              

0.974 
matzo               

0.957 
jewish              

0.953 
latkes              

34/50

-0.1


0.996 
bojangles           

0.992 
canes               

0.991 
lolos               

0.976 
popeyes             

0.959 
roscoes             

0.937 
koolaid             

0.932 
stockyards          

0.931 
lolas               

0.893 
kfc                 

0.877 
aid                 

0.871 
yardbird            

0.864 
raising             

0.857 
grits               

0.852 
kool                

0.836 
pimento             

48/50

-0.1


0.999 
koobideh            

0.999 
lebanese            

0.999 
laffa               

0.998 
shisha              

0.997 
arabic              

0.997 
shawarmas           

0.996 
schwarma            

0.996 
aladdins            

0.996 
ganoush             

0.994 
shawarma            

0.993 
tabouli             

0.992 
ghanoush            

0.991 
kafta               

0.989 
turkish             

0.988 
baba                

1/50

0.1


1.000 
shabu               

1.000 
tonkotsu            

1.000 
monta               

1.000 
okonomiyaki         

1.000 
kinton              

1.000 
sora                

0.999 
sansotei            

0.999 
chasu               

0.999 
kenzo               

0.999 
santouka            

0.999 
ramens              

0.999 
fukumimi            

0.999 
shio                

0.998 
chashu              

0.997 
jinya               

26/50

0.2


0.987 
wahoos              

0.984 
haddock             

0.980 
frybread            

0.978 
ri                  

0.978 
boxty               

0.970 
petes               

0.949 
bonefish            

0.870 
ireland             

0.861 
tarter              

0.833 
perch               

0.815 
walleye             

0.785 
bfg                 

0.781 
cod                 

0.759 
fish                

0.702 
tartar              

45/50

0.2


1.000 
edinburgh           

0.999 
haggis              

0.999 
leith               

0.996 
hannys              

0.934 
fremont             

0.923 
freemont            

0.888 
davidson            

0.862 
drake               

0.826 
scotland            

0.823 
loft                

0.811 
distillery          

0.809 
museum              

0.802 
staircase           

0.784 
basement            

0.766 
historical          

28/50

0.6


1.000 
bww                 

0.999 
wingstop            

0.984 
zipps               

0.958 
pts                 

0.928 
tilted              

0.919 
ufc                 

0.861 
sports              

0.847 
wing                

0.840 
nfl                 

0.839 
lizard              

0.819 
tgi                 

0.798 
wings               

0.798 
sporting            

0.792 
playoff             

0.791 
applebees           

6/50

0.7


0.998 
topgolf             

0.996 
gameworks           

0.996 
duce                

0.969 
bouncers            

0.967 
hob                 

0.963 
lavo                

0.953 
dj                  

0.950 
mechanical          

0.940 
margaritaville      

0.911 
bowling             

0.902 
bull                

0.896 
concerts            

0.888 
rainforest          

0.883 
bouncer             

0.870 
songs               

35/50

1.0


0.991 
fung                

0.978 
dimsum              

0.970 
congee              

0.956 
taiwanese           

0.948 
gow                 

0.936 
sum                 

0.929 
har                 

0.902 
sichuan             

0.887 
cantonese           

0.876 
taiwan              

0.875 
dim                 

0.866 
hk                  

0.858 
peking              

0.853 
hainan              

0.847 
carts               

19/50

1.2


1.000 
und                 

1.000 
nicht               

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 
für                 

1.000 
eine                

1.000 
sind                

1.000 
waren               

1.000 
der                 

33/50

1.2


0.999 
tempeh              

0.978 
seitan              

0.976 
rachels             

0.970 
skinnyfats          

0.967 
ycs                 

0.947 
acai                

0.930 
genghis             

0.880 
nami                

0.873 
veganvegetarian     

0.867 
vegan               

0.857 
mock                

0.849 
vegetarianvegan     

0.841 
lunas               

0.818 
nutrition           

0.768 
vegans              

29/50

1.3


0.997 
brewpub             

0.992 
breweries           

0.983 
growler             

0.982 
brewery             

0.978 
brewers             

0.975 
duckworths          

0.974 
microbrews          

0.972 
ipas                

0.962 
ales                

0.962 
cask                

0.961 
taps                

0.942 
bjs                 

0.938 
markt               

0.938 
hoppy               

0.936 
brews               

11/50

1.4


1.000 
panang              

1.000 
khao                

0.999 
archis              

0.999 
larb                

0.999 
massaman            

0.999 
komol               

0.999 
kaow                

0.999 
phad                

0.998 
sabai               

0.998 
prik                

0.998 
sukho               

0.998 
kha                 

0.998 
rendang             

0.995 
penang              

0.995 
pad                 

46/50

1.4


0.999 
chimichangas        

0.998 
macayos             

0.994 
ritos               

0.994 
enchiladas          

0.993 
chimis              

0.991 
lindo               

0.991 
michoacan           

0.991 
sopapillas          

0.990 
javiers             

0.985 
paco                

0.982 
enchilada           

0.978 
relleno             

0.976 
fajitas             

0.966 
tequilas            

0.965 
garcias             

8/50

1.8


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 
toronto             

0.998 
vaughan             

0.998 
eglinton            

0.998 
oakville            

0.998 
finch               

0.998 
leslieville         

0.998 
etobicoke           

32/50

1.9


1.000 
tikka               

1.000 
paneer              

1.000 
biryani             

1.000 
dosa                

1.000 
vindaloo            

1.000 
saag                

1.000 
korma               

1.000 
aloo                

1.000 
pakora              

1.000 
thali               

1.000 
manchurian          

1.000 
injera              

1.000 
dosas               

1.000 
palak               

0.999 
malai               

49/50

2.0


1.000 
une                 

1.000 
nous                

1.000 
vous                

1.000 
sont                

1.000 
était               

1.000 
peu                 

1.000 
même                

1.000 
aussi               

1.000 
ça                  

1.000 
suis                

1.000 
plats               

1.000 
choix               

1.000 
été                 

1.000 
endroit             

1.000 
avons               

9/50

2.5


0.996 
brixx               

0.995 
pieology            

0.988 
settebello          

0.985 
pomo                

0.983 
cpk                 

0.972 
libretto            

0.961 
cibo                

0.956 
blaze               

0.946 
biancos             

0.945 
grimaldis           

0.911 
neapolitan          

0.905 
naples              

0.891 
wiseguy             

0.888 
bianco              

0.877 
woodfired           

4/50

2.6


0.974 
bacchanal           

0.930 
corral              

0.905 
carving             

0.898 
buffets             

0.897 
wicked              

0.871 
todai               

0.779 
stations            

0.764 
buffet              

0.751 
buffett             

0.734 
carnival            

0.640 
studio              

0.596 
kiosk               

0.579 
legs                

0.575 
station             

0.555 
madetoorder         

39/50

3.0


0.999 
palazzo             

0.998 
linq                

0.997 
nyny                

0.995 
offstrip            

0.968 
las                 

0.949 
lv                  

0.932 
vegas               

0.918 
mgm                 

0.873 
flamingo            

0.850 
venetian            

0.836 
luxor               

0.808 
gambling            

0.804 
nv                  

0.793 
ballys              

0.791 
casino              

22/50

3.6


0.999 
dickeys             

0.976 
rollin              

0.975 
lucilles            

0.972 
rudys               

0.957 
daves               

0.954 
qs                  

0.908 
brisket             

0.864 
memphis             

0.822 
barbecue            

0.821 
brunswick           

0.806 
barbeque            

0.772 
smokehouse          

0.766 
smoker              

0.757 
bbq                 

0.756 
ribs                

47/50

4.3


0.976 
snooze              

0.928 
janes               

0.924 
benedicts           

0.924 
mto                 

0.888 
coras               

0.834 
babystacks          

0.824 
matts               

0.813 
breakfastbrunch     

0.805 
hollandaise         

0.802 
brunches            

0.775 
pamelas             

0.767 
scrambles           

0.757 
scrambler           

0.723 
scramble            

0.722 
brunch              

5/50

4.9


0.999 
giada               

0.996 
giadas              

0.994 
fountains           

0.994 
nove                

0.965 
views               

0.945 
breathtaking        

0.942 
lago                

0.942 
view                

0.921 
eiffel              

0.898 
overlooking         

0.893 
overlooks           

0.867 
marriott            

0.863 
waterfall           

0.861 
elevator            

0.844 
palms               

43/50

4.9


0.989 
crawfish            

0.944 
shucked             

0.918 
emerils             

0.901 
oysters             

0.888 
dungeness           

0.884 
lobsters            

0.881 
rm                  

0.878 
bib                 

0.841 
oyster              

0.840 
crabs               

0.793 
boil                

0.787 
trifecta            

0.770 
emeril              

0.769 
claws               

0.763 
boiling             

31/50

5.1


0.999 
hugos               

0.989 
ruths               

0.986 
flemings            

0.986 
steakhouses         

0.981 
outback             

0.980 
porterhouse         

0.966 
craftsteak          

0.963 
mortons             

0.960 
mastros             

0.958 
stk                 

0.955 
steakhouse          

0.948 
delmonicos          

0.940 
steaks              

0.940 
delmonico           

0.916 
popovers            

15/50

5.2


0.999 
sakana              

0.998 
japango             

0.998 
yasu                

0.998 
robata              

0.997 
nonsushi            

0.997 
amaebi              

0.995 
kabuki              

0.994 
teharu              

0.988 
maki                

0.986 
kaizen              

0.984 
chirashi            

0.983 
omakase             

0.974 
roku                

0.973 
miku                

0.971 
caterpillar         

30/50

6.3


0.998 
capos               

0.997 
babbo               

0.990 
carrabbas           

0.990 
beppo               

0.986 
buca                

0.985 
fiamma              

0.985 
maggianos           

0.974 
carmines            

0.969 
bucatini            

0.967 
rigatoni            

0.967 
noras               

0.941 
piccata             

0.938 
bolognese           

0.933 
evo                 

0.925 
trattoria           

21/50

7.0


0.998 
cassoulet           

0.998 
bannock             

0.967 
zinc                

0.956 
bouchon             

0.922 
brugge              

0.887 
barrymore           

0.870 
venison             

0.869 
winterlicious       

0.866 
morels              

0.825 
boar                

0.820 
moules              

0.798 
summerlicious       

0.791 
terrine             

0.790 
escargots           

0.784 
madame              

17/50

7.3


0.699 
apologizes          

0.670 
flagged             

0.584 
inexperienced       

0.562 
defensive           

0.533 
flagging            

0.503 
greeter             

0.494 
pen                 

0.492 
waitresss           

0.485 
unattentive         

0.475 
forgetful           

0.474 
horrid              

0.456 
overworked          

0.451 
acknowledgement     

0.451 
clueless            

0.449 
acknowledging       

25/50

8.8


0.999 
postino             

0.999 
postinos            

0.999 
kierland            

0.998 
rokerij             

0.997 
vig                 

0.994 
biltmore            

0.994 
dropout             

0.992 
scottsdale          

0.989 
fez                 

0.986 
lucis               

0.985 
ticoz               

0.976 
bocca               

0.974 
arcadia             

0.971 
asu                 

0.964 
chelseas            

2/50

19.4


0.992 
becketts            

0.957 
fnb                 

0.940 
graze               

0.891 
stetson             

0.809 
bitters             

0.805 
merchant            

0.793 
brussels            

0.755 
brussel             

0.703 
mixologist          

0.671 
shortrib            

0.658 
citizen             

0.575 
therapy             

0.564 
crop                

0.482 
prohibition         

0.481 
crudo               

3/50

19.4


0.997 
flay                

0.997 
burgr               

0.996 
ramsay              

0.995 
holsteins           

0.994 
ramsays             

0.989 
spago               

0.988 
flays               

0.985 
wolfgang            

0.984 
hells               

0.982 
gr                  

0.966 
ramseys             

0.957 
ramsey              

0.947 
mandalay            

0.941 
bobbys              

0.933 
wellington          

27/50

20.8


0.905 
houstons            

0.884 
131                 

0.817 
jumper              

0.777 
hillstone           

0.761 
southpark           

0.670 
encrusted           

0.655 
sonoma              

0.601 
factory             

0.599 
martinis            

0.586 
chart               

0.576 
martini             

0.556 
roaring             

0.490 
cedar               

0.475 
crusted             

0.464 
eddies              

10/50

56.3


0.995 
langoustine         

0.968 
robuchon            

0.954 
savoy               

0.952 
amuse               

0.942 
binkleys            

0.937 
sommelier           

0.825 
caviar              

0.821 
latelier            

0.812 
cirque              

0.804 
prefix              

0.751 
michelin            

0.746 
picasso             

0.712 
pacing              

0.697 
susur               

0.668 
foie