bkblk
stringclasses
2 values
bknwy
stringclasses
2 values
bkon8
stringclasses
2 values
bkona
stringclasses
2 values
bkspr
stringclasses
2 values
bkxbq
stringclasses
2 values
bkxcr
stringclasses
2 values
bkxwp
stringclasses
2 values
blxwp
stringclasses
2 values
bxqsq
stringclasses
2 values
cntxt
stringclasses
2 values
dsopp
stringclasses
2 values
dwipd
stringclasses
2 values
hdchk
stringclasses
2 values
katri
stringclasses
3 values
mulch
stringclasses
2 values
qxmsq
stringclasses
2 values
r2ar8
stringclasses
2 values
reskd
stringclasses
2 values
reskr
stringclasses
2 values
rimmx
stringclasses
2 values
rkxwp
stringclasses
2 values
rxmsq
stringclasses
2 values
simpl
stringclasses
2 values
skach
stringclasses
2 values
skewr
stringclasses
2 values
skrxp
stringclasses
2 values
spcop
stringclasses
2 values
stlmt
stringclasses
2 values
thrsk
stringclasses
2 values
wkcti
stringclasses
2 values
wkna8
stringclasses
2 values
wknck
stringclasses
2 values
wkovl
stringclasses
2 values
wkpos
stringclasses
2 values
wtoeg
stringclasses
2 values
white_wins
class label
2 classes
f
f
f
f
t
t
t
t
t
f
f
f
g
f
n
f
f
t
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
t
t
n
0no
f
f
f
t
t
t
t
t
t
f
f
f
g
f
n
f
f
t
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
f
t
n
0no
f
f
f
f
t
t
t
t
t
f
f
f
g
f
n
f
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
f
t
n
0no
f
f
f
f
t
t
t
t
t
f
f
f
g
f
n
f
f
t
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
t
t
n
0no
f
f
f
f
t
t
t
t
t
f
f
f
g
f
n
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
f
t
n
0no
f
f
f
f
t
f
f
f
t
f
t
f
l
f
b
f
f
t
f
f
f
t
f
t
f
t
f
f
f
f
f
f
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
t
f
l
f
b
f
f
t
f
t
f
t
f
t
f
t
f
f
f
f
f
f
f
t
f
n
0no
f
f
f
t
t
f
f
f
f
f
t
f
l
f
b
f
f
t
f
t
f
f
f
f
f
t
f
f
f
f
f
f
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
t
f
l
f
b
f
f
t
f
t
f
t
f
f
f
t
f
f
f
f
f
f
f
t
f
n
0no
f
f
f
f
t
f
f
f
f
f
f
f
l
f
b
f
f
t
f
f
f
f
f
t
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
f
f
l
f
b
f
f
t
f
f
f
t
f
t
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
f
f
l
f
b
f
f
t
f
t
f
t
f
t
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
t
f
f
f
f
f
f
f
f
f
f
l
f
b
t
f
t
f
f
f
f
f
f
f
t
f
f
f
f
t
t
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
f
f
l
f
b
f
f
t
f
f
f
t
f
f
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
f
f
l
f
b
f
f
t
f
t
f
t
f
f
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
t
f
t
f
f
f
t
f
t
t
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
t
f
t
f
f
f
t
t
t
t
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
t
f
l
f
n
f
f
t
f
t
f
t
f
t
f
t
f
f
f
f
f
f
f
t
f
n
0no
f
f
f
f
f
f
f
f
t
f
t
f
l
f
n
f
f
t
f
t
f
t
f
t
f
t
f
f
f
f
t
f
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
t
f
l
f
n
f
f
t
f
t
f
t
f
t
f
t
f
f
f
f
t
f
f
t
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
t
f
t
f
f
f
f
f
t
t
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
t
f
t
f
f
f
f
t
t
t
f
f
f
t
f
t
t
f
n
0no
f
t
f
f
f
f
f
f
f
f
t
f
l
f
n
t
f
t
f
f
f
f
f
f
f
t
f
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
t
f
t
f
f
f
t
f
l
f
n
f
f
t
f
t
f
f
f
f
f
t
f
f
f
f
t
f
t
t
f
n
0no
f
t
f
f
f
f
f
f
f
f
t
f
l
f
n
t
f
t
f
t
f
f
f
f
f
t
f
f
f
f
t
f
f
t
f
n
0no
f
f
f
f
f
f
f
f
t
f
t
f
l
f
n
f
f
t
f
t
f
t
f
f
f
t
f
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
f
f
f
f
t
f
t
f
l
f
n
f
f
t
f
t
f
t
f
f
f
t
f
f
f
f
t
f
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
t
f
l
f
n
f
f
t
f
t
f
t
f
f
f
t
f
f
f
f
t
f
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
f
f
l
f
n
f
f
t
f
f
f
t
f
t
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
f
f
f
f
f
t
f
t
f
f
f
l
f
n
f
f
t
f
t
f
t
f
t
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
t
f
f
f
f
f
f
f
f
f
f
l
f
n
f
f
t
f
f
f
f
f
f
f
t
f
f
f
f
t
t
f
f
f
n
0no
f
t
f
f
f
f
f
f
f
f
f
f
l
f
n
t
f
t
f
f
f
f
f
f
f
t
f
f
f
f
t
t
f
t
f
n
0no
t
t
f
f
f
f
f
f
f
f
f
f
l
f
b
f
f
t
f
f
f
f
f
f
f
t
f
f
f
f
f
t
f
f
f
n
0no
t
f
f
f
t
f
f
f
t
f
f
f
l
f
b
f
f
t
f
f
f
t
f
f
f
t
f
f
f
f
f
t
f
f
f
n
0no
t
f
f
f
f
f
f
f
f
f
f
f
l
f
n
f
f
t
f
f
f
f
f
t
f
t
f
f
f
f
t
t
f
t
f
n
0no
t
f
f
f
f
f
f
f
f
f
f
f
l
f
w
f
f
t
f
f
f
f
f
t
f
t
f
f
f
f
t
t
f
t
f
n
0no
t
f
f
f
f
f
t
f
f
f
f
f
l
f
n
f
f
t
f
t
f
f
f
t
f
t
f
f
f
f
f
t
f
t
f
n
0no
t
t
f
f
f
f
f
f
f
f
f
f
l
f
n
f
f
t
f
f
f
f
f
f
f
t
f
f
f
f
f
t
f
f
f
n
0no
t
f
f
f
f
f
f
f
f
f
f
f
l
f
n
f
f
t
f
f
f
f
f
f
f
t
f
f
f
f
t
t
f
t
f
n
0no
t
f
f
f
f
f
f
f
f
f
f
f
l
f
w
f
f
t
f
f
f
f
f
f
f
t
f
f
f
f
t
t
f
t
f
n
0no
t
f
f
f
t
f
f
f
t
f
f
f
l
f
n
f
f
t
f
f
f
t
f
f
f
t
f
f
f
f
f
t
f
f
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
f
t
f
f
f
t
f
t
t
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
t
f
f
f
f
f
f
f
t
f
t
f
f
f
f
t
f
t
f
f
n
0no
f
t
f
f
f
f
f
f
f
f
t
f
l
f
n
t
f
f
f
f
f
f
f
t
f
t
f
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
t
f
f
f
f
t
f
t
f
f
f
t
t
f
t
f
f
n
0no
f
t
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
t
f
f
f
f
t
f
t
f
f
f
t
t
f
t
f
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
f
f
f
f
f
t
t
t
f
f
f
f
t
f
f
f
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
f
t
f
f
f
t
f
t
f
f
f
f
t
f
f
f
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
t
f
f
f
f
t
f
t
f
f
f
t
t
f
f
f
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
f
t
f
f
f
f
f
t
t
f
f
f
f
f
t
t
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
f
f
f
f
f
f
t
t
f
f
f
f
t
f
t
f
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
f
t
f
f
f
f
f
t
f
f
f
f
t
f
t
f
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
f
t
f
f
f
f
f
t
t
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
t
f
t
f
f
f
t
f
l
f
n
f
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
f
t
f
f
n
0no
f
f
f
f
t
f
t
f
f
f
t
f
l
f
n
f
f
f
f
t
f
f
f
f
f
t
f
f
f
f
t
f
t
f
f
n
0no
f
f
f
t
t
f
f
f
f
f
t
f
l
f
n
f
f
f
f
t
f
f
f
f
f
t
f
f
f
f
f
f
f
f
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
f
f
f
t
f
f
f
f
f
t
f
f
f
f
t
f
f
f
f
n
0no
f
f
f
f
t
f
f
f
f
f
t
f
l
f
n
f
f
f
f
t
f
f
f
f
f
t
f
f
f
f
t
f
f
f
f
n
0no
f
f
f
t
t
f
f
f
f
f
t
f
l
f
n
f
f
f
f
t
f
f
f
f
f
t
f
f
f
f
t
f
f
f
f
n
0no
f
f
f
f
f
f
f
f
t
f
t
f
l
f
n
f
f
f
f
t
f
t
f
f
f
t
f
f
f
f
t
f
t
t
f
n
0no
f
t
f
f
f
f
f
f
f
f
f
f
l
f
n
f
f
f
f
f
f
f
f
t
f
t
f
f
f
f
t
t
f
f
f
n
0no
f
t
f
f
f
f
f
f
f
f
f
f
l
f
n
t
f
f
f
f
f
f
f
t
f
t
f
f
f
f
t
t
f
t
f
n
0no
f
t
f
f
f
f
f
f
f
f
f
f
l
f
n
f
f
f
t
f
f
f
f
t
f
t
f
f
f
t
t
t
f
f
f
n
0no
f
f
f
f
t
f
f
f
t
f
f
f
l
f
n
f
f
f
f
t
f
t
f
t
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
f
f
f
f
f
f
f
t
f
f
f
l
f
n
f
f
f
f
t
f
t
f
t
f
t
f
f
f
f
t
t
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
f
f
l
f
n
f
f
f
f
t
f
t
f
t
f
t
f
f
f
f
t
t
f
t
f
n
0no
f
f
f
f
f
f
f
f
t
f
f
f
l
f
n
f
f
f
f
t
f
t
f
f
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
f
f
l
f
n
f
f
f
f
t
f
t
f
f
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
f
f
f
f
f
f
f
t
f
f
f
l
f
n
f
f
f
f
t
f
t
f
f
f
t
f
f
f
f
t
t
f
t
f
n
0no
f
f
f
f
t
f
f
f
t
f
f
f
l
f
n
f
f
f
f
t
f
t
f
f
f
t
f
f
f
f
t
t
f
t
f
n
0no
t
t
f
f
f
f
f
f
f
f
f
f
l
f
b
f
f
f
f
f
f
f
f
t
f
t
f
f
f
f
f
t
f
f
f
n
0no
t
t
f
f
f
f
f
f
f
f
f
f
l
f
b
f
f
f
f
f
f
f
f
t
f
t
f
f
f
t
f
t
f
f
f
n
0no
t
f
f
f
t
f
f
f
t
f
f
f
l
f
b
f
f
f
f
f
f
t
f
t
f
t
f
f
f
f
f
t
f
f
f
n
0no
t
f
f
f
t
f
f
f
t
f
f
f
l
f
b
f
f
f
f
f
f
t
f
t
f
t
f
f
f
t
f
t
f
f
f
n
0no
f
f
f
f
f
f
t
t
t
f
t
f
l
f
n
f
f
t
f
t
f
f
f
f
f
t
f
f
f
f
f
f
t
t
f
n
0no
f
f
f
f
f
f
t
t
t
f
t
f
l
f
n
f
f
t
f
t
f
f
f
f
f
t
f
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
f
f
t
t
t
f
t
f
l
f
n
f
f
t
f
t
f
t
f
f
f
t
f
f
f
f
f
f
t
t
f
n
0no
f
f
f
f
f
f
t
t
t
f
t
f
l
f
n
f
f
t
f
t
f
t
f
f
f
t
f
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
f
f
t
t
t
f
t
f
l
f
n
f
f
t
f
t
f
t
f
f
f
t
f
f
f
f
f
f
f
t
f
n
0no
t
f
f
f
f
f
t
t
t
f
f
f
l
f
w
f
f
t
f
f
f
f
f
t
f
t
f
f
f
f
f
t
f
t
f
n
0no
f
f
f
f
t
f
t
t
t
f
t
f
l
f
n
f
f
f
f
f
f
f
f
t
f
t
f
f
f
f
f
f
t
f
f
n
0no
f
f
f
f
t
f
t
t
t
f
t
f
l
f
n
f
f
f
f
f
f
f
f
t
f
t
f
f
f
f
f
f
f
f
f
n
0no
f
f
f
f
f
f
t
t
t
f
t
f
l
f
n
f
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
f
t
f
f
n
0no
f
f
f
f
f
f
f
f
f
f
t
f
l
f
n
f
t
t
f
f
f
f
t
f
f
t
f
f
f
f
f
f
t
t
f
n
0no
f
f
f
f
f
f
t
t
t
f
f
f
l
f
n
f
f
t
f
t
f
f
t
f
f
t
f
f
f
f
t
t
f
t
f
n
0no
f
f
f
f
f
f
t
t
t
f
f
f
l
f
n
f
f
t
f
t
f
t
t
f
f
t
f
f
f
f
t
t
f
t
f
n
0no
f
f
f
f
f
f
t
t
t
f
f
f
l
f
n
f
f
f
f
t
f
f
t
f
f
t
f
f
f
f
t
t
f
f
f
n
0no
t
t
t
f
f
f
f
f
f
f
f
f
l
t
b
t
f
t
f
f
f
f
f
t
f
t
f
f
f
f
f
t
f
f
f
n
0no
t
t
t
f
f
f
f
f
f
f
f
f
l
t
n
t
f
t
f
f
f
f
f
t
f
t
f
f
f
f
f
t
f
f
f
n
0no
t
t
f
t
f
f
f
f
f
f
f
f
l
t
n
t
f
t
f
t
f
f
f
t
f
t
f
f
f
f
f
t
f
f
f
n
0no
t
t
f
t
f
f
f
f
f
f
f
f
l
t
n
t
f
t
f
t
f
f
f
f
f
t
f
f
f
f
f
t
f
f
f
n
0no
t
f
f
f
f
f
f
f
f
f
t
f
l
f
b
f
f
t
f
f
f
f
f
t
f
t
f
t
f
t
f
f
f
t
f
n
0no
f
f
f
f
f
t
t
f
f
f
t
f
l
f
n
f
f
t
f
t
f
f
f
t
f
t
f
f
f
f
t
f
t
t
f
n
0no
f
f
f
t
f
t
f
f
f
f
t
f
l
f
n
f
f
t
f
t
f
f
f
f
f
t
t
f
f
f
t
f
t
t
f
n
0no
f
f
f
t
f
t
f
f
f
f
t
f
l
f
n
f
f
t
f
t
f
f
f
f
t
t
t
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
f
t
f
f
f
f
t
f
l
f
n
t
f
t
f
f
f
f
f
f
f
t
f
f
f
f
t
f
t
f
f
n
0no
f
t
f
f
f
t
f
f
f
f
t
f
l
f
n
t
f
t
f
f
f
f
f
f
f
t
f
f
f
f
t
f
t
t
f
n
0no
f
f
f
f
f
t
f
f
f
f
t
f
l
f
n
t
f
t
f
t
f
f
f
f
f
t
f
f
f
f
t
f
t
f
f
n
0no
f
t
f
f
f
t
f
f
f
f
t
f
l
f
n
t
f
t
f
t
f
f
f
f
f
t
f
f
f
f
t
f
t
f
f
n
0no
f
f
f
t
f
t
f
f
f
f
t
f
l
f
n
t
f
t
f
t
f
f
f
f
f
t
t
f
f
f
t
f
t
f
f
n
0no