LEGEND_NAME = PC_sLDA

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/20171012frombfast-mod_name=slda__tf-frac_labels=0.100-n_states=050-alpha=1.1000-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K050_f0.100-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

13/50

-6.9


0.996 
jamms               

0.996 
dupars              

0.994 
mimis               

0.991 
ihop                

0.972 
frans               

0.966 
evans               

0.938 
dennys              

0.932 
luckys              

0.927 
hashbrowns          

0.852 
boulder             

0.851 
browns              

0.849 
hashbrown           

0.828 
diner               

0.792 
hotcakes            

0.747 
omlette             

0/50

-6.6


0.850 
ownerchef           

0.775 
familyowned         

0.755 
glendale            

0.750 
operated            

0.704 
owners              

0.695 
gastonia            

0.674 
owner               

0.650 
phx                 

0.643 
appreciates         

0.639 
phoenix             

0.626 
welcomes            

0.609 
foodthe             

0.594 
deter               

0.576 
anthem              

0.574 
valley              

24/50

-6.6


0.999 
tortas              

0.997 
cabeza              

0.997 
pastor              

0.995 
robertos            

0.995 
adobada             

0.994 
zabas               

0.991 
lengua              

0.991 
gordo               

0.985 
rubios              

0.980 
carnita             

0.977 
burritos            

0.975 
filibertos          

0.967 
chipotles           

0.965 
qdoba               

0.949 
barbacoa            

38/50

-6.5


0.993 
drivethru           

0.982 
drivethrough        

0.880 
slowest             

0.854 
chickfila           

0.808 
terminal            

0.793 
mcdonalds           

0.783 
arbys               

0.773 
wendys              

0.757 
dispenser           

0.756 
rag                 

0.755 
employee            

0.755 
layover             

0.740 
lids                

0.703 
worker              

0.701 
unsanitary          

14/50

-6.4


0.999 
pittsburgh          

0.996 
burgh               

0.993 
pgh                 

0.992 
shadyside           

0.988 
akron               

0.987 
bloomfield          

0.987 
pittsburghs         

0.987 
pitt                

0.986 
clevelands          

0.985 
urbana              

0.979 
cu                  

0.978 
oakland             

0.946 
shipwreck           

0.913 
lawrenceville       

0.898 
lakewood            

37/50

-6.0


0.999 
coney               

0.999 
portillos           

0.996 
teds                

0.995 
hotdogs             

0.995 
sonic               

0.994 
dogs                

0.992 
hotdog              

0.987 
curds               

0.986 
leash               

0.983 
pinks               

0.981 
tommys              

0.981 
dog                 

0.977 
culvers             

0.968 
lukes               

0.956 
medina              

16/50

-5.1


0.998 
montagu             

0.996 
slymans             

0.995 
montague            

0.995 
capastrami          

0.994 
kneaders            

0.994 
primanti            

0.994 
capriottis          

0.994 
ikes                

0.991 
primantis           

0.990 
firehouse           

0.990 
cheba               

0.990 
quiznos             

0.989 
panera              

0.989 
mikes               

0.982 
jasons              

42/50

-4.8


0.999 
kalua               

0.999 
sisig               

0.999 
pancit              

0.999 
kare                

0.999 
musubi              

0.999 
kawali              

0.999 
sinigang            

0.998 
mochiko             

0.998 
huli                

0.998 
jollibee            

0.998 
braddahs            

0.997 
halo                

0.997 
filipino            

0.996 
hulas               

0.996 
halohalo            

40/50

-4.6


0.998 
barista             

0.998 
baristas            

0.995 
amelies             

0.994 
sambalatte          

0.976 
latte               

0.965 
croissants          

0.961 
lattes              

0.955 
laptops             

0.946 
quiches             

0.945 
macchiato           

0.923 
chatime             

0.919 
cartel              

0.917 
crepe               

0.898 
scone               

0.887 
croissant           

44/50

-4.1


1.000 
pho                 

0.999 
nuong               

0.999 
vietnamese          

0.999 
biet                

0.999 
dac                 

0.999 
viet                

0.998 
cuon                

0.998 
saigon              

0.998 
banh                

0.998 
thit                

0.998 
vang                

0.998 
xeo                 

0.979 
vietnam             

0.978 
nem                 

0.972 
gio                 

12/50

-3.1


0.999 
banchan             

0.997 
kbbq                

0.997 
dolsot              

0.995 
hobak               

0.994 
japchae             

0.993 
bim                 

0.992 
hunan               

0.992 
soyo                

0.991 
bulgogi             

0.980 
gangnam             

0.979 
tsos                

0.969 
korean              

0.963 
pf                  

0.958 
galbi               

0.951 
mongolian           

7/50

-2.9


1.000 
souvlaki            

1.000 
gyros               

0.999 
saganaki            

0.999 
zoes                

0.999 
donair              

0.998 
spanakopita         

0.998 
gyro                

0.998 
greek               

0.995 
milos               

0.988 
athens              

0.987 
greece              

0.980 
danforth            

0.976 
tzatziki            

0.972 
moussaka            

0.971 
jims                

20/50

-2.7


0.997 
snoh                

0.997 
serendipity         

0.978 
blizzard            

0.977 
donuts              

0.974 
sundaes             

0.938 
donut               

0.867 
doughnuts           

0.867 
philippe            

0.859 
sundae              

0.855 
frosting            

0.794 
doughnut            

0.754 
cone                

0.749 
sprinkles           

0.741 
cupcake             

0.739 
cupcakes            

41/50

-2.2


1.000 
arepa               

1.000 
arepas              

1.000 
pupusas             

0.999 
firefly             

0.999 
peruvian            

0.999 
yuca                

0.999 
tostones            

0.999 
venezuelan          

0.999 
saltado             

0.999 
croquetas           

0.999 
pio                 

0.999 
pernil              

0.999 
bravas              

0.999 
pupusa              

0.998 
ropa                

18/50

-1.3


0.999 
knots               

0.999 
rosatis             

0.998 
barros              

0.996 
venezias            

0.989 
nypd                

0.986 
dominos             

0.978 
howies              

0.978 
oreganos            

0.969 
spinatos            

0.957 
dels                

0.952 
cicis               

0.929 
roccos              

0.912 
stromboli           

0.903 
aiellos             

0.897 
ians                

45/50

-1.3


1.000 
edinburgh           

0.999 
haggis              

0.997 
leith               

0.989 
hannys              

0.952 
scotland            

0.935 
historical          

0.927 
museum              

0.902 
fremont             

0.898 
downtown            

0.892 
freemont            

0.892 
drake               

0.885 
loft                

0.884 
basement            

0.844 
staircase           

0.802 
distillery          

36/50

-0.9


0.997 
smashburger         

0.996 
freddys             

0.996 
ronin               

0.993 
fatburger           

0.993 
tessaros            

0.992 
swensons            

0.988 
innout              

0.984 
brgr                

0.984 
burgatory           

0.979 
fuddruckers         

0.967 
zinburger           

0.965 
priest              

0.960 
kiki                

0.957 
whataburger         

0.956 
burger              

48/50

-0.6


1.000 
lebanese            

0.999 
shawarma            

0.999 
shisha              

0.999 
koobideh            

0.998 
shawarmas           

0.998 
schwarma            

0.998 
shwarma             

0.998 
aladdins            

0.997 
ganoush             

0.997 
laffa               

0.997 
arabic              

0.996 
kafta               

0.996 
tabouli             

0.994 
baba                

0.994 
shish               

23/50

-0.6


0.998 
pasties             

0.998 
hofbrauhaus         

0.998 
pastys              

0.998 
glaziers            

0.998 
goulash             

0.997 
einsteins           

0.995 
paprikash           

0.995 
einstein            

0.992 
munich              

0.989 
matzo               

0.989 
hungarian           

0.988 
bagels              

0.988 
chompies            

0.985 
jewish              

0.979 
pierogis            

1/50

-0.6


1.000 
tonkotsu            

1.000 
ramen               

1.000 
shabu               

1.000 
monta               

0.999 
okonomiyaki         

0.999 
kinton              

0.999 
chashu              

0.999 
sora                

0.999 
sansotei            

0.999 
shio                

0.998 
chasu               

0.998 
kenzo               

0.998 
santouka            

0.998 
ramens              

0.997 
jinya               

34/50

-0.5


0.999 
lolos               

0.999 
canes               

0.998 
bojangles           

0.995 
popeyes             

0.957 
roscoes             

0.957 
lolas               

0.949 
koolaid             

0.940 
kfc                 

0.931 
kool                

0.926 
stockyards          

0.926 
grits               

0.894 
raising             

0.886 
concord             

0.881 
poboy               

0.866 
aid                 

26/50

-0.5


0.991 
wahoos              

0.991 
haddock             

0.988 
bonefish            

0.987 
petes               

0.981 
ri                  

0.974 
boxty               

0.973 
frybread            

0.887 
perch               

0.884 
ireland             

0.879 
fish                

0.877 
tarter              

0.834 
cod                 

0.779 
walleye             

0.767 
halibut             

0.765 
bfg                 

6/50

-0.1


0.994 
topgolf             

0.992 
duce                

0.991 
dj                  

0.990 
gameworks           

0.985 
mechanical          

0.971 
bowling             

0.970 
bull                

0.968 
hob                 

0.966 
margaritaville      

0.962 
bouncers            

0.957 
lavo                

0.956 
songs               

0.953 
concerts            

0.923 
band                

0.911 
bouncer             

11/50

0.3


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 
kaow                

0.997 
phad                

0.997 
sabai               

0.996 
thailand            

0.996 
penang              

0.996 
prik                

0.996 
sukho               

35/50

0.5


0.993 
fung                

0.984 
dimsum              

0.981 
congee              

0.967 
taiwanese           

0.964 
sum                 

0.961 
gow                 

0.959 
sichuan             

0.955 
cantonese           

0.949 
har                 

0.946 
dumpling            

0.931 
kong                

0.922 
peking              

0.920 
dim                 

0.918 
dumplings           

0.906 
taiwan              

19/50

0.5


1.000 
und                 

1.000 
der                 

1.000 
nicht               

1.000 
das                 

1.000 
ist                 

1.000 
mit                 

1.000 
sehr                

1.000 
wir                 

1.000 
zu                  

1.000 
ich                 

1.000 
auch                

1.000 
ein                 

1.000 
aber                

1.000 
essen               

1.000 
für                 

33/50

0.6


0.998 
tempeh              

0.994 
rachels             

0.993 
seitan              

0.983 
skinnyfats          

0.969 
acai                

0.960 
ycs                 

0.960 
vegan               

0.947 
nutrition           

0.939 
genghis             

0.932 
veganvegetarian     

0.906 
nami                

0.901 
vegetarianvegan     

0.890 
mock                

0.877 
lunas               

0.843 
nutritional         

28/50

0.6


0.999 
bww                 

0.998 
zipps               

0.998 
wingstop            

0.961 
ufc                 

0.961 
tilted              

0.950 
lizard              

0.948 
pts                 

0.943 
sports              

0.914 
wing                

0.909 
winking             

0.904 
cardinals           

0.891 
sporting            

0.887 
wings               

0.855 
playoff             

0.855 
tvs                 

29/50

0.8


0.998 
brewery             

0.998 
breweries           

0.995 
brewpub             

0.994 
ipas                

0.994 
taps                

0.992 
microbrews          

0.989 
ales                

0.988 
ipa                 

0.974 
brewers             

0.973 
beers               

0.970 
hoppy               

0.959 
brews               

0.955 
growler             

0.954 
papago              

0.953 
hefeweizen          

32/50

1.2


1.000 
tikka               

1.000 
paneer              

1.000 
biryani             

1.000 
dosa                

1.000 
vindaloo            

0.999 
saag                

0.999 
korma               

0.999 
aloo                

0.999 
thali               

0.999 
pakora              

0.999 
injera              

0.999 
manchurian          

0.999 
naan                

0.999 
dosas               

0.999 
pakoras             

49/50

1.4


1.000 
une                 

1.000 
est                 

1.000 
nous                

1.000 
vous                

1.000 
avec                

1.000 
sont                

1.000 
qui                 

1.000 
était               

1.000 
très                

1.000 
peu                 

1.000 
dans                

1.000 
même                

1.000 
vraiment            

1.000 
aussi               

0.999 
ça                  

46/50

1.5


0.998 
chimichangas        

0.998 
macayos             

0.997 
enchiladas          

0.996 
lindo               

0.996 
enchilada           

0.994 
chimis              

0.994 
sopapillas          

0.994 
fajitas             

0.994 
michoacan           

0.992 
ritos               

0.989 
paco                

0.989 
javiers             

0.985 
relleno             

0.984 
tequilas            

0.980 
garcias             

9/50

1.7


0.997 
pomo                

0.996 
settebello          

0.996 
brixx               

0.995 
grimaldis           

0.995 
pieology            

0.992 
cpk                 

0.988 
biancos             

0.987 
blaze               

0.975 
libretto            

0.974 
cibo                

0.965 
bianco              

0.933 
neapolitan          

0.894 
naples              

0.873 
woodfired           

0.870 
wiseguy             

8/50

2.0


1.000 
toronto             

0.999 
yonge               

0.999 
mississauga         

0.999 
gta                 

0.999 
bloor               

0.999 
kensington          

0.999 
dundas              

0.998 
yorkville           

0.998 
torontos            

0.997 
oakville            

0.997 
finch               

0.997 
ossington           

0.997 
vaughan             

0.997 
eglinton            

0.996 
leslieville         

4/50

2.6


0.991 
bacchanal           

0.983 
corral              

0.968 
carving             

0.942 
buffets             

0.938 
wicked              

0.847 
todai               

0.841 
stations            

0.780 
buffet              

0.778 
carnival            

0.763 
buffett             

0.705 
studio              

0.642 
station             

0.613 
legs                

0.555 
rio                 

0.549 
wynns               

39/50

2.6


0.999 
palazzo             

0.997 
las                 

0.995 
linq                

0.994 
nyny                

0.993 
offstrip            

0.992 
lv                  

0.975 
mgm                 

0.971 
vegas               

0.949 
nv                  

0.914 
casino              

0.886 
gambling            

0.875 
venetian            

0.866 
decatur             

0.863 
luxor               

0.851 
ballys              

22/50

3.4


0.997 
dickeys             

0.988 
lucilles            

0.985 
rollin              

0.980 
rudys               

0.931 
daves               

0.925 
brisket             

0.913 
barbeque            

0.913 
memphis             

0.904 
brunswick           

0.890 
barbecue            

0.881 
qs                  

0.862 
bbq                 

0.839 
smokehouse          

0.811 
ribs                

0.788 
smoker              

5/50

3.8


0.999 
fountains           

0.999 
giada               

0.997 
views               

0.995 
giadas              

0.995 
view                

0.991 
nove                

0.988 
breathtaking        

0.968 
overlooking         

0.963 
elevator            

0.958 
eiffel              

0.956 
overlooks           

0.953 
westin              

0.951 
lago                

0.940 
marriott            

0.906 
360                 

31/50

4.3


0.998 
steakhouses         

0.997 
hugos               

0.997 
outback             

0.996 
flemings            

0.994 
ruths               

0.992 
steaks              

0.991 
porterhouse         

0.990 
mastros             

0.990 
mortons             

0.988 
craftsteak          

0.979 
durants             

0.978 
steakhouse          

0.970 
delmonico           

0.965 
delmonicos          

0.961 
stk                 

43/50

4.4


0.996 
crawfish            

0.966 
shucked             

0.949 
oysters             

0.940 
emerils             

0.926 
lobsters            

0.925 
dungeness           

0.909 
oyster              

0.904 
bib                 

0.887 
rm                  

0.854 
trifecta            

0.839 
emeril              

0.829 
crabs               

0.810 
boil                

0.798 
lobster             

0.778 
boiling             

21/50

4.7


0.996 
cassoulet           

0.996 
bannock             

0.990 
zinc                

0.962 
bouchon             

0.945 
morels              

0.932 
terrine             

0.920 
venison             

0.917 
winterlicious       

0.913 
brugge              

0.904 
barrymore           

0.874 
escargots           

0.846 
charcuterie         

0.838 
boar                

0.832 
confit              

0.831 
ratatouille         

15/50

4.9


0.998 
sakana              

0.996 
maki                

0.996 
japango             

0.996 
yasu                

0.996 
kabuki              

0.995 
robata              

0.995 
omakase             

0.995 
nonsushi            

0.993 
amaebi              

0.989 
roku                

0.989 
hiro                

0.989 
chirashi            

0.987 
teharu              

0.985 
kaizen              

0.984 
caterpillar         

47/50

5.1


0.995 
snooze              

0.975 
mto                 

0.958 
benedicts           

0.946 
janes               

0.899 
scrambles           

0.887 
hollandaise         

0.873 
matts               

0.844 
coras               

0.834 
brunches            

0.825 
babystacks          

0.815 
brunch              

0.809 
yolks               

0.770 
breakfastbrunch     

0.769 
oj                  

0.754 
mimosa              

30/50

5.8


0.996 
buca                

0.995 
carrabbas           

0.994 
capos               

0.994 
babbo               

0.994 
beppo               

0.992 
rigatoni            

0.992 
maggianos           

0.990 
fiamma              

0.988 
bucatini            

0.982 
carmines            

0.978 
bolognese           

0.972 
piccata             

0.955 
noras               

0.946 
fettucine           

0.938 
fettuccini          

25/50

8.0


0.997 
postino             

0.996 
vig                 

0.996 
postinos            

0.995 
dropout             

0.993 
kierland            

0.992 
rokerij             

0.989 
asu                 

0.982 
misters             

0.970 
lucis               

0.969 
fez                 

0.966 
camelback           

0.963 
scottsdale          

0.953 
patio               

0.940 
ticoz               

0.939 
bocca               

17/50

9.8


0.910 
flagged             

0.880 
pen                 

0.868 
inexperienced       

0.864 
defensive           

0.856 
abysmal             

0.834 
flagging            

0.815 
forgetful           

0.798 
waitresss           

0.793 
rudest              

0.792 
greeter             

0.774 
flag                

0.772 
disgrace            

0.770 
drastically         

0.763 
unhappy             

0.760 
visibly             

3/50

16.1


0.999 
ramsay              

0.999 
flay                

0.999 
burgr               

0.999 
ramsays             

0.998 
holsteins           

0.997 
hells               

0.996 
wolfgang            

0.996 
gr                  

0.996 
flays               

0.993 
spago               

0.989 
ramseys             

0.978 
ramsey              

0.977 
sls                 

0.975 
wellington          

0.963 
bobbys              

2/50

19.7


0.991 
becketts            

0.984 
graze               

0.957 
stetson             

0.911 
bitters             

0.905 
fnb                 

0.803 
brussels            

0.784 
brussel             

0.761 
mixologist          

0.761 
merchant            

0.707 
hiccups             

0.674 
shortrib            

0.633 
cheek               

0.624 
citizen             

0.622 
harvest             

0.620 
brittle             

27/50

20.5


0.949 
hillstone           

0.948 
jumper              

0.941 
houstons            

0.938 
131                 

0.866 
chagrin             

0.798 
southpark           

0.797 
encrusted           

0.732 
roaring             

0.661 
chart               

0.658 
factory             

0.570 
martinis            

0.560 
interrupt           

0.545 
martini             

0.541 
cheesecake          

0.539 
medallions          

10/50

53.4


0.984 
langoustine         

0.968 
amuse               

0.954 
binkleys            

0.940 
robuchon            

0.876 
savoy               

0.822 
815                 

0.810 
latelier            

0.791 
cirque              

0.759 
caviar              

0.743 
cognac              

0.725 
prefix              

0.724 
exorbitant          

0.720 
seabass             

0.718 
sommelier           

0.717 
floored