LEGEND_NAME = Gibbs_LDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = reservations

alcoholdeliveryexpensive
kid_friendlyoutdoor_seatingreservations
wifi

FRAC_LABELS = 0.2

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=0.200-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/lap0001200.000_topic_model_snapshot

38/50

-8.4


0.958 
drivethrough        

0.951 
drivethru           

0.794 
terminal            

0.783 
layover             

0.759 
slowest             

0.594 
airport             

0.591 
cashiers            

0.586 
wendys              

0.581 
dispenser           

0.565 
employee            

0.558 
mcdonalds           

0.555 
receipt             

0.551 
arbys               

0.537 
supervisor          

0.528 
trash               

37/50

-7.0


0.995 
portillos           

0.991 
coney               

0.990 
teds                

0.977 
pinks               

0.977 
leash               

0.974 
fukuburger          

0.974 
hotdogs             

0.967 
sonic               

0.966 
curds               

0.965 
fuku                

0.964 
hotdog              

0.951 
nathans             

0.946 
culvers             

0.945 
dogs                

0.931 
tommys              

13/50

-6.5


0.998 
jamms               

0.991 
dupars              

0.972 
pamelas             

0.968 
ihop                

0.967 
mimis               

0.945 
frans               

0.943 
evans               

0.940 
hotcakes            

0.926 
dennys              

0.904 
hashbrowns          

0.861 
browns              

0.841 
luckys              

0.751 
diner               

0.728 
bfast               

0.720 
breakfasts          

16/50

-6.3


0.999 
montagu             

0.998 
slymans             

0.998 
montague            

0.998 
capastrami          

0.998 
ikes                

0.998 
kneaders            

0.992 
primanti            

0.989 
capriottis          

0.987 
primantis           

0.983 
firehouse           

0.974 
quiznos             

0.971 
panera              

0.956 
earls               

0.948 
mikes               

0.943 
wildflower          

14/50

-5.8


0.997 
pittsburgh          

0.997 
pgh                 

0.997 
shadyside           

0.995 
clevelands          

0.995 
bloomfield          

0.995 
urbana              

0.994 
monroeville         

0.980 
cu                  

0.980 
pittsburghs         

0.979 
burgh               

0.976 
akron               

0.969 
pitt                

0.931 
oakland             

0.839 
champaign           

0.793 
lakewood            

40/50

-5.4


0.998 
baristas            

0.988 
amelies             

0.987 
barista             

0.984 
sambalatte          

0.946 
lattes              

0.945 
latte               

0.923 
quiches             

0.915 
croissants          

0.910 
chatime             

0.904 
cartel              

0.903 
laptops             

0.888 
macchiato           

0.887 
crepe               

0.868 
crepes              

0.847 
study               

24/50

-4.8


1.000 
tortas              

0.999 
cabeza              

0.991 
zabas               

0.991 
lengua              

0.985 
pastor              

0.981 
gordo               

0.973 
adobada             

0.972 
qdoba               

0.968 
robertos            

0.938 
boyz                

0.938 
carnita             

0.931 
barbacoa            

0.926 
chipotles           

0.925 
filibertos          

0.892 
rubios              

33/50

-4.2


0.998 
tempeh              

0.997 
skinnyfats          

0.995 
seitan              

0.987 
rachels             

0.950 
acai                

0.942 
ycs                 

0.902 
genghis             

0.898 
veganvegetarian     

0.892 
vegan               

0.892 
nami                

0.887 
lunas               

0.885 
vegetarianvegan     

0.865 
mock                

0.861 
nutrition           

0.821 
paleo               

36/50

-3.7


0.996 
freddys             

0.995 
tessaros            

0.995 
swensons            

0.992 
smashburger         

0.992 
ronin               

0.986 
fatburger           

0.978 
fuddruckers         

0.977 
innout              

0.974 
burgatory           

0.971 
kiki                

0.958 
brgr                

0.912 
priest              

0.909 
zinburger           

0.906 
whataburger         

0.903 
miyagi              

39/50

-3.2


0.998 
palazzo             

0.994 
offstrip            

0.992 
nyny                

0.963 
las                 

0.933 
lv                  

0.932 
vegas               

0.885 
flamingo            

0.878 
venetian            

0.873 
mgm                 

0.868 
linq                

0.829 
luxor               

0.824 
casino              

0.811 
casinos             

0.784 
gambling            

0.766 
nv                  

34/50

-3.1


0.995 
canes               

0.991 
bojangles           

0.988 
lolos               

0.976 
popeyes             

0.947 
roscoes             

0.934 
lolas               

0.932 
koolaid             

0.914 
grits               

0.890 
kfc                 

0.884 
stockyards          

0.882 
kool                

0.871 
raising             

0.868 
yardbird            

0.840 
barrel              

0.838 
poboy               

28/50

-2.9


0.999 
bww                 

0.999 
wingstop            

0.982 
zipps               

0.944 
pts                 

0.920 
ufc                 

0.914 
tilted              

0.875 
sports              

0.865 
atl                 

0.851 
lizard              

0.839 
nfl                 

0.837 
wing                

0.826 
winking             

0.811 
steelers            

0.803 
televisions         

0.792 
wings               

26/50

-2.0


0.987 
wahoos              

0.986 
haddock             

0.980 
ri                  

0.978 
boxty               

0.963 
frybread            

0.950 
bonefish            

0.947 
petes               

0.924 
ireland             

0.862 
tarter              

0.783 
walleye             

0.774 
cod                 

0.750 
fish                

0.743 
perch               

0.689 
tartar              

0.674 
guinness            

23/50

-1.9


1.000 
hofbrauhaus         

0.999 
glaziers            

0.999 
pastys              

0.991 
pasties             

0.989 
einstein            

0.988 
einsteins           

0.985 
goulash             

0.985 
chompies            

0.981 
matzo               

0.980 
munich              

0.978 
hungarian           

0.976 
bagels              

0.969 
paprikash           

0.954 
latkes              

0.949 
jewish              

18/50

-1.8


0.999 
rosatis             

0.998 
venezias            

0.996 
knots               

0.993 
barros              

0.985 
nypd                

0.955 
dels                

0.951 
cicis               

0.946 
spinatos            

0.915 
stromboli           

0.912 
nellos              

0.911 
ians                

0.911 
roccos              

0.902 
oreganos            

0.899 
calzones            

0.888 
dominos             

1/50

-1.5


1.000 
tonkotsu            

1.000 
monta               

1.000 
okonomiyaki         

1.000 
kinton              

1.000 
sora                

0.999 
shio                

0.999 
sansotei            

0.999 
shabu               

0.999 
jinya               

0.999 
chasu               

0.999 
kenzo               

0.999 
santouka            

0.999 
ramens              

0.999 
fukumimi            

0.997 
chashu              

22/50

-1.4


0.999 
dickeys             

0.988 
rudys               

0.980 
lucilles            

0.973 
rollin              

0.949 
qs                  

0.947 
daves               

0.911 
brisket             

0.859 
memphis             

0.817 
barbecue            

0.789 
brunswick           

0.780 
smokehouse          

0.772 
barbeque            

0.762 
bbq                 

0.757 
ribs                

0.753 
tritip              

41/50

-1.4


1.000 
arepa               

1.000 
pupusas             

1.000 
venezuelan          

1.000 
tostones            

0.999 
croquetas           

0.999 
saltado             

0.999 
arepas              

0.999 
pupusa              

0.999 
pernil              

0.999 
pio                 

0.999 
ropa                

0.999 
yuca                

0.997 
lomo                

0.997 
vieja               

0.995 
mofongo             

44/50

-1.2


1.000 
nuong               

0.999 
biet                

0.999 
dac                 

0.999 
cuon                

0.999 
vang                

0.999 
xeo                 

0.997 
pho                 

0.995 
thit                

0.993 
viet                

0.991 
saigon              

0.988 
banh                

0.986 
vietnamese          

0.973 
vietnam             

0.956 
nem                 

0.929 
gio                 

20/50

-1.2


0.999 
snoh                

0.987 
serendipity         

0.954 
macaron             

0.926 
blizzard            

0.917 
sundaes             

0.903 
patisserie          

0.891 
donut               

0.869 
donuts              

0.861 
philippe            

0.817 
eclair              

0.816 
macarons            

0.793 
sundae              

0.774 
doughnuts           

0.774 
macaroon            

0.764 
frosting            

4/50

-0.7


0.976 
bacchanal           

0.940 
corral              

0.903 
carving             

0.898 
buffets             

0.877 
wicked              

0.858 
todai               

0.776 
stations            

0.762 
buffet              

0.723 
buffett             

0.706 
carnival            

0.658 
studio              

0.584 
kiosk               

0.583 
legs                

0.575 
station             

0.564 
wynns               

9/50

-0.6


0.999 
settebello          

0.996 
pieology            

0.988 
brixx               

0.987 
pomo                

0.980 
libretto            

0.975 
cpk                 

0.971 
blaze               

0.963 
biancos             

0.958 
cibo                

0.949 
grimaldis           

0.908 
neapolitan          

0.905 
naples              

0.891 
wiseguy             

0.887 
bianco              

0.871 
woodfired           

42/50

-0.6


1.000 
sisig               

1.000 
kare                

1.000 
pancit              

0.999 
kawali              

0.999 
sinigang            

0.999 
huli                

0.999 
kalua               

0.999 
jollibee            

0.999 
braddahs            

0.998 
halohalo            

0.998 
mochiko             

0.998 
musubi              

0.991 
hulas               

0.987 
halo                

0.987 
saimin              

12/50

-0.5


0.999 
dolsot              

0.998 
banchan             

0.998 
hobak               

0.995 
kbbq                

0.993 
bim                 

0.990 
japchae             

0.985 
soyo                

0.981 
hunan               

0.978 
bulgogi             

0.976 
gangnam             

0.947 
tsos                

0.936 
flos                

0.929 
pf                  

0.929 
gen                 

0.926 
galbi               

7/50

-0.5


1.000 
souvlaki            

1.000 
saganaki            

0.999 
gyros               

0.997 
spanakopita         

0.993 
zoes                

0.991 
donair              

0.989 
athens              

0.989 
milos               

0.987 
gyro                

0.971 
greek               

0.965 
greece              

0.963 
jims                

0.953 
steves              

0.951 
piri                

0.951 
tzatziki            

0/50

-0.3


0.783 
anthem              

0.715 
ownerchef           

0.566 
managerowner        

0.559 
nw                  

0.531 
gastonia            

0.513 
nondescript         

0.499 
owner               

0.465 
appreciates         

0.462 
owners              

0.459 
gps                 

0.456 
greets              

0.445 
operated            

0.428 
unassuming          

0.428 
searched            

0.422 
gem                 

2/50

-0.1


0.997 
becketts            

0.944 
graze               

0.897 
stetson             

0.891 
fnb                 

0.796 
brussels            

0.784 
brussel             

0.746 
bitters             

0.699 
merchant            

0.679 
mixologist          

0.658 
dropout             

0.633 
shortrib            

0.633 
citizen             

0.629 
therapy             

0.575 
crop                

0.548 
crudo               

48/50

-0.0


1.000 
lebanese            

1.000 
shawarma            

1.000 
shwarma             

0.999 
shisha              

0.999 
koobideh            

0.999 
shawarmas           

0.999 
laffa               

0.998 
schwarma            

0.997 
aladdins            

0.996 
arabic              

0.996 
ganoush             

0.995 
tabouli             

0.992 
ghanoush            

0.990 
kafta               

0.988 
baba                

25/50

0.0


1.000 
tempe               

1.000 
asu                 

1.000 
fez                 

0.999 
scottsdale          

0.999 
postino             

0.999 
ahwatukee           

0.999 
postinos            

0.999 
kierland            

0.998 
rokerij             

0.996 
camelback           

0.996 
phx                 

0.995 
vig                 

0.994 
chandler            

0.990 
phoenix             

0.986 
biltmore            

47/50

0.3


0.979 
snooze              

0.951 
janes               

0.925 
benedicts           

0.908 
mto                 

0.902 
coras               

0.857 
brunches            

0.847 
matts               

0.803 
hollandaise         

0.802 
brunch              

0.800 
breakfastbrunch     

0.753 
mimosa              

0.723 
frittata            

0.662 
scrambler           

0.654 
mimosas             

0.625 
scramble            

43/50

0.3


0.991 
crawfish            

0.976 
shucked             

0.953 
emeril              

0.907 
emerils             

0.905 
oysters             

0.891 
lobsters            

0.890 
dungeness           

0.882 
rm                  

0.848 
oyster              

0.845 
bib                 

0.840 
crabs               

0.791 
boil                

0.776 
claws               

0.758 
trifecta            

0.744 
boiling             

29/50

0.3


0.998 
brewpub             

0.998 
breweries           

0.994 
growler             

0.988 
duckworths          

0.983 
hoppy               

0.981 
ipas                

0.980 
cask                

0.980 
brewery             

0.979 
microbrews          

0.947 
ales                

0.938 
brewers             

0.938 
markt               

0.937 
stout               

0.934 
brews               

0.932 
taps                

5/50

0.4


0.995 
giadas              

0.991 
fountains           

0.990 
nove                

0.988 
giada               

0.958 
views               

0.947 
breathtaking        

0.945 
eiffel              

0.942 
view                

0.933 
lago                

0.906 
overlooking         

0.900 
botero              

0.889 
waterfall           

0.881 
westin              

0.880 
overlooks           

0.879 
planes              

46/50

0.7


0.999 
chimichangas        

0.999 
sopapillas          

0.997 
ritos               

0.994 
enchiladas          

0.994 
lindo               

0.989 
macayos             

0.989 
relleno             

0.987 
javiers             

0.986 
enchilada           

0.985 
chimis              

0.982 
paco                

0.982 
michoacan           

0.976 
garcias             

0.976 
fajitas             

0.960 
dorado              

49/50

1.1


1.000 
une                 

1.000 
très                

1.000 
nous                

1.000 
était               

1.000 
peu                 

1.000 
vraiment            

1.000 
sont                

1.000 
même                

1.000 
aussi               

1.000 
ça                  

1.000 
vous                

1.000 
suis                

1.000 
est                 

1.000 
choix               

1.000 
été                 

8/50

1.4


1.000 
yonge               

0.999 
gta                 

0.999 
bloor               

0.999 
dundas              

0.999 
yorkville           

0.998 
ossington           

0.998 
mississauga         

0.998 
vaughan             

0.998 
eglinton            

0.998 
oakville            

0.998 
leslieville         

0.997 
kensington          

0.997 
bathurst            

0.997 
toronto             

0.996 
yorkdale            

6/50

1.4


0.997 
topgolf             

0.996 
gameworks           

0.995 
duce                

0.985 
bouncers            

0.964 
lavo                

0.958 
dj                  

0.953 
margaritaville      

0.940 
mechanical          

0.937 
hob                 

0.915 
bowling             

0.906 
bull                

0.877 
bouncer             

0.871 
dance               

0.850 
karaoke             

0.850 
performers          

19/50

1.8


1.000 
und                 

1.000 
ich                 

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 
auf                 

1.000 
für                 

1.000 
eine                

1.000 
sind                

35/50

1.8


0.977 
dimsum              

0.965 
fung                

0.964 
congee              

0.964 
taiwanese           

0.954 
gow                 

0.938 
sum                 

0.937 
sichuan             

0.924 
har                 

0.878 
cantonese           

0.875 
hk                  

0.872 
dim                 

0.868 
taiwan              

0.865 
peking              

0.843 
carts               

0.839 
hainan              

32/50

1.8


1.000 
paneer              

1.000 
biryani             

1.000 
dosa                

1.000 
vindaloo            

1.000 
korma               

1.000 
aloo                

1.000 
pakora              

1.000 
thali               

1.000 
injera              

1.000 
dosas               

1.000 
palak               

1.000 
malai               

0.999 
gulab               

0.999 
chaat               

0.999 
rotis               

11/50

2.3


1.000 
panang              

1.000 
kha                 

0.999 
archis              

0.999 
khao                

0.999 
larb                

0.999 
massaman            

0.999 
penang              

0.999 
komol               

0.999 
phad                

0.998 
sabai               

0.998 
prik                

0.998 
sukho               

0.998 
rendang             

0.996 
kaow                

0.993 
pad                 

15/50

2.6


0.999 
sakana              

0.998 
japango             

0.998 
yasu                

0.998 
robata              

0.997 
nonsushi            

0.997 
chirashi            

0.994 
teharu              

0.994 
kabuki              

0.991 
maki                

0.988 
omakase             

0.987 
kaizen              

0.985 
maguro              

0.984 
amaebi              

0.979 
hiro                

0.975 
roku                

17/50

3.8


0.718 
flagged             

0.701 
apologizes          

0.674 
greeter             

0.574 
notified            

0.568 
waitresss           

0.557 
inexperienced       

0.530 
apologizing         

0.530 
overworked          

0.510 
acknowledgement     

0.494 
horrid              

0.491 
unattentive         

0.478 
pen                 

0.459 
inexcusable         

0.447 
lousy               

0.442 
clueless            

30/50

4.1


0.998 
capos               

0.997 
babbo               

0.993 
buca                

0.993 
fiamma              

0.977 
maggianos           

0.974 
carmines            

0.972 
beppo               

0.970 
carrabbas           

0.969 
bucatini            

0.968 
rigatoni            

0.946 
evo                 

0.927 
bolognese           

0.923 
piccata             

0.919 
parmigiana          

0.913 
trattoria           

31/50

4.6


0.999 
hugos               

0.992 
steakhouses         

0.989 
ruths               

0.988 
mortons             

0.983 
craftsteak          

0.977 
flemings            

0.976 
porterhouse         

0.974 
delmonicos          

0.973 
outback             

0.956 
mastros             

0.954 
stk                 

0.953 
steakhouse          

0.946 
steaks              

0.941 
delmonico           

0.923 
lawrys              

45/50

5.2


1.000 
edinburgh           

0.999 
haggis              

0.999 
hannys              

0.999 
leith               

0.930 
fremont             

0.901 
freemont            

0.877 
davidson            

0.868 
staircase           

0.827 
historical          

0.813 
drake               

0.812 
scotland            

0.800 
museum              

0.783 
whilst              

0.783 
upstairs            

0.781 
basement            

27/50

6.1


0.975 
131                 

0.844 
houstons            

0.844 
jumper              

0.820 
southpark           

0.702 
hillstone           

0.669 
brio                

0.656 
encrusted           

0.648 
moxies              

0.633 
factory             

0.629 
firebirds           

0.608 
martinis            

0.555 
chart               

0.551 
martini             

0.532 
eddies              

0.532 
bahama              

3/50

6.1


0.998 
burgr               

0.997 
holsteins           

0.997 
ramsays             

0.996 
flay                

0.995 
ramsay              

0.986 
spago               

0.984 
flays               

0.982 
wolfgang            

0.978 
gr                  

0.977 
hells               

0.970 
ramsey              

0.961 
ramseys             

0.947 
bobbys              

0.944 
mandalay            

0.937 
sls                 

21/50

9.3


0.998 
cassoulet           

0.998 
bannock             

0.947 
barrymore           

0.947 
bouchon             

0.939 
zinc                

0.933 
brugge              

0.930 
kangaroo            

0.867 
morels              

0.855 
winterlicious       

0.828 
moules              

0.823 
boar                

0.821 
escargots           

0.813 
venison             

0.783 
madame              

0.766 
terrine             

10/50

45.3


0.994 
langoustine         

0.968 
binkleys            

0.967 
robuchon            

0.945 
savoy               

0.943 
amuse               

0.915 
sommelier           

0.896 
latelier            

0.850 
cirque              

0.820 
prefix              

0.817 
caviar              

0.760 
michelin            

0.736 
seabass             

0.726 
picasso             

0.687 
susur               

0.682 
foie