LEGEND_NAME = PC_sLDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = kid_friendly

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/20171012frombfast-mod_name=slda__tf-frac_labels=0.200-n_states=050-alpha=1.1000-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K050_f0.200-weight_x=1.0-weight_y=0100.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=10/1/lap0000005.000_topic_model_snapshot

2/50

-12.0


0.992 
becketts            

0.954 
stetson             

0.945 
graze               

0.881 
bitters             

0.867 
mixologist          

0.857 
fnb                 

0.803 
brussels            

0.783 
brussel             

0.772 
shortrib            

0.744 
tremont             

0.716 
chelseas            

0.660 
muddled             

0.646 
cocktails           

0.639 
hiccups             

0.634 
merchant            

10/50

-10.5


0.984 
langoustine         

0.972 
binkleys            

0.967 
savoy               

0.967 
amuse               

0.930 
cirque              

0.920 
latelier            

0.900 
robuchon            

0.802 
seabass             

0.789 
reservation         

0.774 
sommelier           

0.773 
barlounge           

0.755 
posh                

0.747 
purée               

0.740 
caviar              

0.732 
prefix              

6/50

-8.0


0.994 
topgolf             

0.994 
dj                  

0.992 
duce                

0.990 
gameworks           

0.986 
bouncers            

0.978 
margaritaville      

0.974 
mechanical          

0.972 
bowling             

0.969 
bull                

0.963 
hob                 

0.959 
lavo                

0.936 
songs               

0.934 
concerts            

0.923 
bouncer             

0.920 
band                

29/50

-5.1


0.998 
breweries           

0.998 
brewery             

0.995 
brewpub             

0.994 
hoppy               

0.993 
microbrews          

0.993 
ipas                

0.990 
duckworths          

0.989 
taps                

0.988 
ipa                 

0.985 
ales                

0.980 
cask                

0.979 
growler             

0.979 
beers               

0.979 
papago              

0.966 
ciders              

14/50

-3.7


0.999 
pittsburgh          

0.995 
burgh               

0.993 
pgh                 

0.992 
shadyside           

0.988 
pitt                

0.988 
oakland             

0.988 
bloomfield          

0.987 
clevelands          

0.986 
cu                  

0.986 
urbana              

0.985 
monroeville         

0.983 
akron               

0.982 
pittsburghs         

0.928 
lakewood            

0.841 
lawrenceville       

21/50

-3.6


0.996 
cassoulet           

0.996 
bannock             

0.979 
zinc                

0.962 
bouchon             

0.960 
barrymore           

0.945 
kangaroo            

0.912 
terrine             

0.910 
brugge              

0.906 
morels              

0.894 
boar                

0.885 
venison             

0.865 
endive              

0.838 
escargots           

0.817 
cork                

0.814 
profiteroles        

5/50

-1.8


0.999 
fountains           

0.997 
views               

0.996 
giadas              

0.995 
giada               

0.995 
view                

0.990 
nove                

0.978 
breathtaking        

0.974 
overlooking         

0.969 
eiffel              

0.967 
planes              

0.956 
overlooks           

0.952 
elevator            

0.949 
lago                

0.934 
westin              

0.916 
marriott            

3/50

-1.6


0.999 
ramsay              

0.999 
flay                

0.999 
ramsays             

0.999 
burgr               

0.999 
holsteins           

0.996 
hells               

0.996 
flays               

0.996 
gr                  

0.995 
wolfgang            

0.993 
spago               

0.991 
ramsey              

0.988 
ramseys             

0.974 
sls                 

0.971 
wellington          

0.957 
bobbys              

39/50

-1.1


0.998 
palazzo             

0.997 
las                 

0.993 
nyny                

0.992 
offstrip            

0.989 
lv                  

0.974 
vegas               

0.938 
mgm                 

0.925 
linq                

0.924 
casino              

0.905 
nv                  

0.904 
venetian            

0.877 
flamingo            

0.873 
gambling            

0.862 
luxor               

0.790 
slots               

8/50

-0.6


1.000 
toronto             

0.999 
yonge               

0.999 
gta                 

0.999 
mississauga         

0.999 
bloor               

0.998 
dundas              

0.998 
yorkville           

0.998 
kensington          

0.997 
torontos            

0.997 
ossington           

0.997 
oakville            

0.996 
eglinton            

0.996 
vaughan             

0.996 
leslieville         

0.996 
bathurst            

25/50

-0.0


1.000 
scottsdale          

1.000 
tempe               

0.999 
asu                 

0.998 
fez                 

0.997 
ahwatukee           

0.997 
postino             

0.996 
postinos            

0.994 
camelback           

0.994 
vig                 

0.993 
kierland            

0.992 
rokerij             

0.982 
chandler            

0.977 
mcdowell            

0.976 
arcadia             

0.973 
misters             

19/50

-0.0


1.000 
und                 

1.000 
das                 

1.000 
ist                 

1.000 
nicht               

1.000 
ich                 

1.000 
mit                 

1.000 
sehr                

1.000 
wir                 

1.000 
zu                  

1.000 
auch                

1.000 
ein                 

1.000 
aber                

1.000 
essen               

1.000 
auf                 

1.000 
für                 

49/50

0.2


1.000 
est                 

1.000 
une                 

1.000 
très                

1.000 
nous                

1.000 
vous                

1.000 
qui                 

1.000 
sont                

1.000 
était               

1.000 
avec                

1.000 
peu                 

1.000 
ce                  

1.000 
vraiment            

1.000 
même                

0.999 
aussi               

0.999 
ça                  

31/50

0.4


0.999 
steakhouses         

0.997 
ruths               

0.997 
hugos               

0.996 
outback             

0.995 
mortons             

0.995 
craftsteak          

0.994 
steaks              

0.991 
flemings            

0.990 
porterhouse         

0.977 
mastros             

0.977 
steakhouse          

0.972 
stk                 

0.968 
delmonicos          

0.962 
ribeye              

0.962 
durants             

28/50

0.7


0.999 
bww                 

0.998 
wingstop            

0.997 
zipps               

0.970 
lizard              

0.969 
pts                 

0.959 
ufc                 

0.949 
sports              

0.948 
tilted              

0.945 
winking             

0.944 
cardinals           

0.940 
steelers            

0.914 
wing                

0.887 
applebees           

0.886 
wings               

0.877 
astors              

45/50

1.0


1.000 
edinburgh           

0.999 
haggis              

0.997 
leith               

0.995 
hannys              

0.963 
scotland            

0.950 
historical          

0.944 
downtown            

0.933 
uptown              

0.931 
fremont             

0.911 
basement            

0.911 
museum              

0.907 
freemont            

0.901 
davidson            

0.892 
staircase           

0.877 
validate            

27/50

1.8


0.988 
131                 

0.948 
moxies              

0.940 
jumper              

0.925 
hillstone           

0.831 
southpark           

0.807 
eddies              

0.801 
milestones          

0.800 
houstons            

0.731 
encrusted           

0.720 
chagrin             

0.708 
factory             

0.708 
martinis            

0.653 
brio                

0.651 
roaring             

0.623 
interrupt           

17/50

2.2


0.933 
flagged             

0.912 
greeter             

0.867 
pen                 

0.866 
defensive           

0.810 
forgetful           

0.779 
horrific            

0.776 
nerve               

0.753 
inexperienced       

0.752 
shrug               

0.750 
waitresss           

0.739 
displeased          

0.696 
disgrace            

0.691 
wad                 

0.689 
horrid              

0.683 
drastically         

41/50

2.3


1.000 
arepa               

1.000 
arepas              

1.000 
pupusas             

0.999 
peruvian            

0.999 
yuca                

0.999 
tostones            

0.999 
venezuelan          

0.999 
firefly             

0.999 
croquetas           

0.999 
saltado             

0.999 
pupusa              

0.999 
pio                 

0.999 
pernil              

0.998 
ropa                

0.998 
lomo                

18/50

3.2


0.999 
knots               

0.999 
rosatis             

0.998 
barros              

0.996 
venezias            

0.992 
nypd                

0.988 
dominos             

0.973 
oreganos            

0.959 
dels                

0.952 
spinatos            

0.939 
angelos             

0.937 
cicis               

0.924 
roccos              

0.920 
aiellos             

0.914 
howies              

0.905 
stromboli           

38/50

3.5


0.989 
drivethru           

0.985 
drivethrough        

0.891 
slowest             

0.877 
arbys               

0.868 
chickfila           

0.863 
terminal            

0.840 
wendys              

0.808 
worker              

0.805 
layover             

0.799 
dispenser           

0.784 
trash               

0.761 
airport             

0.747 
mcdonalds           

0.714 
apathetic           

0.714 
filthy              

40/50

3.7


0.999 
baristas            

0.997 
barista             

0.994 
amelies             

0.987 
sambalatte          

0.977 
latte               

0.966 
laptops             

0.965 
lattes              

0.961 
macchiato           

0.942 
quiches             

0.926 
chatime             

0.920 
croissants          

0.919 
crepe               

0.899 
study               

0.899 
cartel              

0.893 
crepes              

43/50

3.8


0.995 
crawfish            

0.991 
shucked             

0.961 
emeril              

0.954 
oysters             

0.927 
dungeness           

0.926 
emerils             

0.918 
lobsters            

0.904 
oyster              

0.885 
rm                  

0.883 
bib                 

0.827 
crabs               

0.811 
boil                

0.811 
lobster             

0.794 
trifecta            

0.768 
boiling             

30/50

3.8


0.997 
buca                

0.994 
capos               

0.994 
babbo               

0.993 
rigatoni            

0.992 
maggianos           

0.991 
fiamma              

0.985 
bucatini            

0.985 
carrabbas           

0.982 
carmines            

0.977 
beppo               

0.973 
bolognese           

0.969 
piccata             

0.960 
parmigiana          

0.955 
manicotti           

0.938 
raos                

15/50

3.9


0.998 
chirashi            

0.997 
sakana              

0.997 
maki                

0.996 
japango             

0.996 
yasu                

0.996 
kabuki              

0.995 
robata              

0.995 
omakase             

0.995 
nonsushi            

0.990 
hiro                

0.990 
roku                

0.989 
maguro              

0.989 
kaizen              

0.988 
amaebi              

0.987 
teharu              

1/50

4.1


1.000 
tonkotsu            

1.000 
ramen               

1.000 
monta               

1.000 
shabu               

0.999 
okonomiyaki         

0.999 
kinton              

0.999 
sora                

0.999 
chashu              

0.999 
shio                

0.999 
sansotei            

0.998 
jinya               

0.998 
chasu               

0.998 
kenzo               

0.998 
santouka            

0.998 
ramens              

33/50

4.1


0.997 
tempeh              

0.997 
seitan              

0.994 
rachels             

0.991 
skinnyfats          

0.978 
ycs                 

0.970 
acai                

0.967 
genghis             

0.960 
vegan               

0.930 
veganvegetarian     

0.903 
mock                

0.901 
nami                

0.899 
nutrition           

0.896 
vegetarianvegan     

0.876 
lunas               

0.850 
nutritious          

11/50

4.7


1.000 
panang              

1.000 
pad                 

0.999 
khao                

0.999 
kha                 

0.999 
archis              

0.998 
massaman            

0.998 
larb                

0.997 
komol               

0.997 
penang              

0.997 
phad                

0.997 
sabai               

0.997 
siam                

0.997 
kaow                

0.996 
prik                

0.996 
sukho               

26/50

4.8


0.995 
haddock             

0.992 
wahoos              

0.989 
ri                  

0.982 
bonefish            

0.973 
boxty               

0.972 
frybread            

0.971 
petes               

0.917 
ireland             

0.875 
tarter              

0.874 
fish                

0.854 
cod                 

0.832 
perch               

0.751 
halibut             

0.740 
tartar              

0.720 
grove               

4/50

5.4


0.992 
bacchanal           

0.977 
corral              

0.971 
carving             

0.940 
buffets             

0.921 
wicked              

0.855 
todai               

0.836 
stations            

0.786 
buffet              

0.754 
buffett             

0.731 
carnival            

0.702 
studio              

0.639 
station             

0.613 
legs                

0.581 
kiosk               

0.567 
wynns               

12/50

5.6


0.999 
banchan             

0.997 
kbbq                

0.997 
dolsot              

0.996 
hunan               

0.995 
hobak               

0.994 
bim                 

0.992 
japchae             

0.991 
soyo                

0.990 
bulgogi             

0.982 
tsos                

0.982 
gangnam             

0.964 
korean              

0.955 
flos                

0.953 
galbi               

0.951 
pf                  

23/50

5.6


0.999 
hofbrauhaus         

0.999 
pasties             

0.998 
pastys              

0.998 
glaziers            

0.997 
einsteins           

0.996 
einstein            

0.995 
goulash             

0.993 
munich              

0.993 
chompies            

0.991 
paprikash           

0.989 
hungarian           

0.988 
matzo               

0.987 
bagels              

0.983 
jewish              

0.973 
pierogis            

24/50

5.8


0.999 
tortas              

0.997 
cabeza              

0.996 
pastor              

0.996 
adobada             

0.996 
robertos            

0.995 
zabas               

0.992 
lengua              

0.986 
qdoba               

0.982 
gordo               

0.981 
rubios              

0.980 
filibertos          

0.978 
burritos            

0.977 
carnita             

0.970 
chipotles           

0.964 
boyz                

46/50

6.0


0.998 
chimichangas        

0.997 
enchiladas          

0.997 
sopapillas          

0.997 
enchilada           

0.997 
macayos             

0.997 
lindo               

0.996 
fajitas             

0.994 
paco                

0.993 
ritos               

0.991 
relleno             

0.991 
garcias             

0.989 
javiers             

0.986 
michoacan           

0.986 
chimis              

0.979 
margs               

47/50

6.0


0.992 
snooze              

0.977 
mto                 

0.957 
janes               

0.952 
benedicts           

0.904 
brunches            

0.889 
matts               

0.888 
coras               

0.885 
brunch              

0.846 
hollandaise         

0.840 
breakfastbrunch     

0.817 
mimosa              

0.749 
farmhouse           

0.726 
peameal             

0.721 
frittata            

0.693 
yolks               

22/50

6.7


0.997 
dickeys             

0.988 
rudys               

0.987 
lucilles            

0.984 
rollin              

0.963 
daves               

0.929 
brisket             

0.916 
memphis             

0.912 
qs                  

0.902 
barbeque            

0.898 
barbecue            

0.861 
bbq                 

0.852 
brunswick           

0.842 
smokehouse          

0.816 
ribs                

0.785 
tritip              

32/50

6.7


1.000 
paneer              

1.000 
biryani             

1.000 
dosa                

1.000 
tikka               

1.000 
vindaloo            

0.999 
korma               

0.999 
saag                

0.999 
aloo                

0.999 
thali               

0.999 
pakora              

0.999 
naan                

0.999 
injera              

0.999 
dosas               

0.999 
palak               

0.999 
manchurian          

0/50

6.7


0.823 
owner               

0.803 
ownerchef           

0.765 
owners              

0.764 
anthem              

0.749 
familyowned         

0.637 
friendliness        

0.615 
operated            

0.611 
gem                 

0.596 
tlc                 

0.592 
pride               

0.585 
ownership           

0.580 
ownermanager        

0.574 
hospitable          

0.573 
glendale            

0.572 
owned               

42/50

6.9


0.999 
kalua               

0.999 
sisig               

0.999 
pancit              

0.999 
kare                

0.999 
musubi              

0.999 
kawali              

0.999 
sinigang            

0.998 
halohalo            

0.998 
huli                

0.998 
mochiko             

0.998 
jollibee            

0.998 
halo                

0.998 
braddahs            

0.997 
hulas               

0.997 
filipino            

48/50

7.1


1.000 
shawarma            

1.000 
lebanese            

1.000 
shwarma             

0.999 
shisha              

0.999 
koobideh            

0.999 
shawarmas           

0.998 
schwarma            

0.998 
aladdins            

0.997 
arabic              

0.997 
laffa               

0.997 
ganoush             

0.996 
kafta               

0.996 
tabouli             

0.995 
baba                

0.994 
shish               

36/50

7.2


0.997 
smashburger         

0.996 
freddys             

0.994 
fatburger           

0.992 
ronin               

0.992 
tessaros            

0.992 
swensons            

0.992 
innout              

0.990 
burgatory           

0.978 
brgr                

0.975 
fuddruckers         

0.972 
kiki                

0.964 
burgers             

0.964 
zinburger           

0.959 
burger              

0.956 
priest              

16/50

7.7


0.998 
montagu             

0.998 
capriottis          

0.996 
slymans             

0.995 
montague            

0.995 
capastrami          

0.994 
kneaders            

0.994 
ikes                

0.993 
quiznos             

0.992 
primantis           

0.990 
firehouse           

0.990 
primanti            

0.986 
panera              

0.983 
cheba               

0.979 
mikes               

0.967 
earls               

34/50

8.3


0.999 
canes               

0.998 
bojangles           

0.998 
lolos               

0.996 
popeyes             

0.962 
roscoes             

0.953 
lolas               

0.952 
koolaid             

0.947 
grits               

0.939 
kfc                 

0.930 
kool                

0.906 
stockyards          

0.885 
raising             

0.876 
barrel              

0.874 
yams                

0.869 
aid                 

44/50

8.9


1.000 
pho                 

0.999 
nuong               

0.999 
vietnamese          

0.999 
viet                

0.999 
biet                

0.999 
dac                 

0.998 
cuon                

0.998 
banh                

0.998 
saigon              

0.998 
vang                

0.998 
xeo                 

0.997 
thit                

0.992 
vietnam             

0.973 
gio                 

0.966 
nem                 

35/50

9.4


0.993 
taiwanese           

0.985 
dimsum              

0.981 
fung                

0.979 
congee              

0.965 
sichuan             

0.962 
gow                 

0.962 
sum                 

0.953 
har                 

0.952 
cantonese           

0.935 
dumpling            

0.926 
dim                 

0.924 
peking              

0.916 
taiwan              

0.911 
carts               

0.909 
kong                

20/50

9.6


0.997 
snoh                

0.995 
serendipity         

0.966 
macaron             

0.958 
donuts              

0.957 
blizzard            

0.955 
sundaes             

0.927 
donut               

0.924 
patisserie          

0.868 
philippe            

0.850 
macaroon            

0.841 
doughnuts           

0.835 
eclair              

0.832 
frosting            

0.815 
sundae              

0.809 
doughnut            

9/50

9.9


0.998 
settebello          

0.996 
grimaldis           

0.995 
pieology            

0.994 
pomo                

0.986 
cpk                 

0.985 
blaze               

0.984 
brixx               

0.980 
biancos             

0.973 
cibo                

0.963 
libretto            

0.955 
bianco              

0.937 
neapolitan          

0.905 
naples              

0.875 
woodfired           

0.870 
bocca               

13/50

10.1


0.997 
ihop                

0.996 
jamms               

0.993 
dupars              

0.988 
pamelas             

0.985 
mimis               

0.974 
evans               

0.964 
hotcakes            

0.963 
hashbrowns          

0.961 
frans               

0.934 
dennys              

0.927 
browns              

0.908 
luckys              

0.808 
boulder             

0.807 
diner               

0.798 
bfast               

7/50

10.4


1.000 
gyros               

1.000 
souvlaki            

0.999 
saganaki            

0.999 
spanakopita         

0.999 
gyro                

0.998 
greek               

0.998 
zoes                

0.995 
milos               

0.995 
athens              

0.994 
donair              

0.988 
jims                

0.987 
greece              

0.984 
tzatziki            

0.977 
steves              

0.964 
piri                

37/50

11.0


0.999 
portillos           

0.999 
coney               

0.997 
sonic               

0.996 
teds                

0.995 
hotdogs             

0.995 
dogs                

0.993 
hotdog              

0.992 
leash               

0.990 
curds               

0.983 
pinks               

0.981 
culvers             

0.981 
dog                 

0.973 
lukes               

0.965 
medina              

0.962 
tommys