position_0
stringclasses
5 values
position_1
stringclasses
5 values
position_2
stringclasses
4 values
position_3
stringclasses
4 values
position_4
stringclasses
4 values
position_5
stringclasses
4 values
position_6
stringclasses
4 values
position_7
stringclasses
4 values
position_8
stringclasses
4 values
position_9
stringclasses
4 values
position_10
stringclasses
4 values
position_11
stringclasses
4 values
position_12
stringclasses
4 values
position_13
stringclasses
5 values
position_14
stringclasses
4 values
position_15
stringclasses
4 values
position_16
stringclasses
4 values
position_17
stringclasses
4 values
position_18
stringclasses
5 values
position_19
stringclasses
5 values
position_20
stringclasses
5 values
position_21
stringclasses
5 values
position_22
stringclasses
5 values
position_23
stringclasses
5 values
position_24
stringclasses
5 values
position_25
stringclasses
5 values
position_26
stringclasses
5 values
position_27
stringclasses
5 values
position_28
stringclasses
5 values
position_29
stringclasses
5 values
position_30
stringclasses
5 values
position_31
stringclasses
5 values
position_32
stringclasses
6 values
position_33
stringclasses
5 values
position_34
stringclasses
6 values
position_35
stringclasses
6 values
position_36
stringclasses
6 values
position_37
stringclasses
7 values
position_38
stringclasses
5 values
position_39
stringclasses
5 values
position_40
stringclasses
5 values
position_41
stringclasses
6 values
position_42
stringclasses
5 values
position_43
stringclasses
5 values
position_44
stringclasses
5 values
position_45
stringclasses
5 values
position_46
stringclasses
5 values
position_47
stringclasses
5 values
position_48
stringclasses
6 values
position_49
stringclasses
6 values
position_50
stringclasses
5 values
position_51
stringclasses
5 values
position_52
stringclasses
5 values
position_53
stringclasses
5 values
position_54
stringclasses
6 values
position_55
stringclasses
5 values
position_56
stringclasses
5 values
position_57
stringclasses
5 values
position_58
stringclasses
5 values
position_59
stringclasses
5 values
class
class label
3 classes
C
C
A
G
C
T
G
C
A
T
C
A
C
A
G
G
A
G
G
C
C
A
G
C
G
A
G
C
A
G
G
T
C
T
G
T
T
C
C
A
A
G
G
G
C
C
T
T
C
G
A
G
C
C
A
G
T
C
T
G
0EI
A
G
A
C
C
C
G
C
C
G
G
G
A
G
G
C
G
G
A
G
G
A
C
C
T
G
C
A
G
G
G
T
G
A
G
C
C
C
C
A
C
C
G
C
C
C
C
T
C
C
G
T
G
C
C
C
C
C
G
C
0EI
G
A
G
G
T
G
A
A
G
G
A
C
G
T
C
C
T
T
C
C
C
C
A
G
G
A
G
C
C
G
G
T
G
A
G
A
A
G
C
G
C
A
G
T
C
G
G
G
G
G
C
A
C
G
G
G
G
A
T
G
0EI
G
G
G
C
T
G
C
G
T
T
G
C
T
G
G
T
C
A
C
A
T
T
C
C
T
G
G
C
A
G
G
T
A
T
G
G
G
G
C
G
G
G
G
C
T
T
G
C
T
C
G
G
T
T
T
T
C
C
C
C
0EI
G
C
T
C
A
G
C
C
C
C
C
A
G
G
T
C
A
C
C
C
A
G
G
A
A
C
T
G
A
C
G
T
G
A
G
T
G
T
C
C
C
C
A
T
C
C
C
G
G
C
C
C
T
T
G
A
C
C
C
T
0EI
C
A
G
A
C
T
G
G
G
T
G
G
A
C
A
A
C
A
A
A
A
C
C
T
T
C
A
G
C
G
G
T
A
A
G
A
G
A
G
G
G
C
C
A
A
G
C
T
C
A
G
A
G
A
C
C
A
C
A
G
0EI
C
C
T
T
T
G
A
G
G
A
C
A
G
C
A
C
C
A
A
G
A
A
G
T
G
T
G
C
A
G
G
T
A
C
G
T
T
C
C
C
A
C
C
T
G
C
C
C
T
G
G
T
G
G
C
C
G
C
C
A
0EI
C
C
C
T
C
G
T
G
C
G
G
T
C
C
A
C
G
A
C
C
A
A
G
A
C
C
A
G
C
G
G
T
G
A
G
C
C
A
C
G
G
G
C
A
G
G
C
C
G
G
G
G
T
C
G
T
G
G
G
G
0EI
T
G
G
C
G
A
C
T
A
C
G
G
C
G
C
G
G
A
G
G
C
C
C
T
G
G
A
G
A
G
G
T
G
A
G
G
A
C
C
C
T
C
C
T
G
T
C
C
C
T
G
C
T
C
C
A
G
T
C
C
0EI
A
A
G
C
T
G
A
C
A
G
T
G
G
A
C
C
C
G
G
T
C
A
A
C
T
T
C
A
A
G
G
T
G
A
G
C
C
A
G
G
A
G
T
C
G
G
G
T
G
G
G
A
G
G
G
T
G
A
G
A
0EI
T
G
G
C
G
A
C
T
A
C
G
G
C
G
C
G
G
A
G
G
C
C
C
T
G
G
A
G
A
G
G
T
G
A
G
G
A
C
C
C
T
G
G
T
A
T
C
C
C
T
G
C
T
G
C
C
A
G
T
C
0EI
A
A
G
C
T
G
A
G
A
G
T
G
G
A
C
C
C
T
G
T
C
A
A
C
T
T
C
A
A
G
G
T
G
A
G
C
C
A
C
C
A
G
T
C
G
G
G
T
G
G
G
G
A
G
G
G
T
G
A
G
0EI
G
G
A
A
G
A
T
G
C
T
G
G
A
G
G
A
G
A
A
A
C
C
C
T
G
G
G
A
A
G
G
T
A
G
G
C
T
C
T
G
G
T
G
A
C
C
A
G
G
A
C
A
A
G
G
G
A
G
G
G
0EI
A
A
G
C
T
G
C
A
T
G
T
G
G
A
T
C
C
T
G
A
G
A
A
C
T
T
C
A
G
G
G
T
G
A
G
T
A
C
A
G
G
A
G
A
T
G
T
T
T
C
A
G
C
C
C
T
G
T
T
G
0EI
G
G
A
A
G
A
T
G
T
T
G
G
A
G
G
A
G
A
A
A
C
C
C
T
G
G
G
A
A
G
G
T
A
G
G
C
T
C
T
G
G
T
G
A
C
C
A
G
G
A
C
A
A
G
G
G
A
G
G
G
0EI
A
A
G
C
T
G
C
A
T
G
T
G
G
A
T
C
C
T
G
A
G
A
A
C
T
T
C
A
G
G
G
T
G
A
G
T
A
C
A
G
G
A
G
A
T
G
T
T
T
C
A
G
C
C
C
T
G
T
T
G
0EI
G
G
C
A
C
C
A
C
C
A
C
T
G
A
C
C
T
G
G
G
A
C
A
G
T
G
A
A
T
C
G
T
A
A
G
T
A
T
G
C
C
T
T
T
C
A
C
T
G
C
G
A
G
G
G
G
T
T
C
T
0EI
T
T
G
C
T
C
T
G
G
T
G
A
A
T
T
A
C
A
T
C
T
T
C
T
T
T
A
A
A
G
G
T
A
A
G
G
T
T
G
C
T
C
A
A
C
C
A
G
C
C
T
G
A
G
C
T
G
T
T
T
0EI
C
A
C
C
A
A
G
T
T
C
C
T
G
G
A
A
A
A
T
G
A
A
G
A
C
A
G
A
A
G
G
T
G
A
T
T
C
C
C
C
A
A
C
C
T
G
A
G
G
G
T
G
A
C
C
A
A
G
A
A
0EI
A
C
A
G
A
G
G
A
G
G
C
A
C
C
C
C
T
G
A
A
G
C
T
C
T
C
C
A
A
G
G
T
G
A
G
A
T
C
A
C
C
C
T
G
A
C
G
A
C
C
T
T
G
T
T
G
C
A
C
C
0EI
G
T
G
C
C
C
A
T
C
A
C
C
A
A
C
G
C
C
A
C
C
C
T
G
G
A
C
C
G
G
G
T
G
A
G
T
G
C
C
T
G
G
G
C
T
A
G
C
C
C
T
G
T
C
C
T
G
A
G
C
0EI
C
A
C
G
A
T
C
T
T
T
C
T
C
A
G
A
G
A
G
T
A
C
C
A
G
A
C
C
C
G
G
T
G
A
G
A
G
C
C
C
C
C
A
T
T
C
C
A
A
T
G
C
A
C
C
C
C
C
G
A
0EI
A
G
C
G
G
G
A
G
A
A
T
G
G
G
A
C
C
G
T
C
T
C
C
A
G
A
T
A
C
G
G
T
G
A
G
G
G
C
C
A
G
C
C
C
T
C
A
G
G
C
A
G
G
A
G
G
G
T
T
C
0EI
A
T
G
A
G
A
A
G
A
A
C
T
G
G
G
G
G
C
T
G
T
C
T
T
T
C
T
A
T
G
G
T
A
G
G
C
A
T
G
C
T
T
A
G
C
A
G
C
C
C
C
A
A
A
C
T
C
A
T
G
0EI
T
C
A
G
A
T
G
T
C
A
T
G
T
A
C
A
C
C
G
A
C
T
G
G
A
A
A
A
A
G
G
T
A
A
A
C
G
C
A
A
G
G
G
A
T
T
G
G
A
C
A
T
T
G
C
C
C
A
C
C
0EI
G
A
T
C
C
G
C
C
G
C
C
C
G
T
C
C
A
C
A
C
C
C
G
C
C
G
C
C
A
G
G
T
A
A
G
C
C
C
G
G
C
C
A
G
C
C
G
A
C
C
G
G
G
G
C
A
T
G
C
G
0EI
C
C
C
T
C
C
A
T
C
G
T
G
G
G
G
C
G
C
C
C
C
A
G
G
C
A
C
C
A
G
G
T
A
G
G
G
G
A
G
C
T
G
G
C
T
G
G
G
T
G
G
G
G
C
A
G
C
C
C
C
0EI
C
C
C
A
A
G
G
C
C
A
A
C
C
G
C
G
A
G
A
A
G
A
T
G
A
C
C
C
A
G
G
T
G
A
G
T
G
G
C
C
C
G
C
T
A
C
C
T
C
T
T
C
T
G
G
T
G
G
C
C
0EI
C
T
G
A
G
G
C
A
C
T
C
T
T
C
C
A
G
C
C
T
T
C
C
T
T
C
C
T
G
G
G
T
G
A
G
T
G
G
A
G
A
C
T
G
T
C
T
C
C
C
G
G
C
T
C
T
G
C
C
T
0EI
G
C
C
C
T
G
G
C
A
C
C
C
A
G
C
A
C
A
A
T
G
A
A
G
A
T
C
A
A
G
G
T
G
G
G
T
G
T
C
T
T
T
C
C
T
G
C
C
T
G
A
G
C
T
G
A
C
C
T
G
0EI
G
A
T
C
C
G
C
C
G
C
C
C
G
T
C
C
A
C
A
C
C
C
G
C
C
G
C
C
A
G
G
T
A
A
G
C
C
C
G
G
C
C
A
G
C
C
G
A
C
C
G
G
G
G
C
A
T
G
C
G
0EI
C
C
C
T
C
C
A
T
C
G
T
G
G
G
G
C
G
C
C
C
C
A
G
G
C
A
C
C
A
G
G
T
A
G
G
G
G
A
G
C
T
G
G
C
T
G
G
G
T
G
G
G
G
C
A
G
C
C
C
C
0EI
C
C
C
A
A
G
G
C
C
A
A
C
C
G
C
G
A
G
A
A
G
A
T
G
A
C
C
C
A
G
G
T
G
A
G
T
G
G
C
C
C
G
C
T
A
C
C
T
C
T
T
C
T
G
G
T
G
G
C
C
0EI
C
T
G
A
G
G
C
A
C
T
C
T
T
C
C
A
G
C
C
T
T
C
C
T
T
C
C
T
G
G
G
T
G
A
G
T
G
G
A
G
A
C
T
G
T
C
T
C
C
C
G
G
C
T
C
T
G
C
C
T
0EI
G
C
C
C
T
G
G
C
A
C
C
C
A
G
C
A
C
A
A
T
G
A
A
G
A
T
C
A
A
G
G
T
G
G
G
T
G
T
C
T
T
T
C
C
T
G
C
C
T
G
A
G
C
T
G
A
C
C
T
G
0EI
C
C
G
C
C
C
C
T
C
C
G
C
C
G
T
C
G
C
G
T
T
T
C
T
C
T
G
C
C
G
G
T
G
A
G
C
G
C
C
C
C
G
C
C
C
C
G
G
G
G
C
C
T
G
A
G
C
T
G
G
0EI
C
C
T
T
C
C
A
T
C
G
T
C
G
G
G
C
G
C
C
C
C
A
G
A
C
A
C
C
A
G
G
T
G
A
G
T
G
G
A
T
G
G
C
G
C
C
G
C
G
G
G
G
C
T
C
C
T
G
G
G
0EI
C
C
C
A
A
G
G
C
C
A
A
C
A
G
A
G
A
G
A
A
G
A
T
G
A
C
T
C
A
G
G
T
G
A
G
G
C
T
C
G
G
C
C
G
A
C
G
C
C
C
G
T
G
C
T
C
C
T
C
C
0EI
C
G
G
A
G
G
C
G
C
T
G
T
T
C
C
A
G
C
C
T
T
C
C
T
T
C
C
T
G
G
G
T
A
G
G
T
G
T
T
G
T
G
A
G
C
T
A
A
A
G
G
T
T
T
C
T
A
C
T
C
0EI
G
C
C
C
T
G
G
C
G
C
C
C
A
G
C
A
C
C
A
T
G
A
A
G
A
T
C
A
A
G
G
T
G
A
G
T
C
G
A
G
G
G
G
T
T
G
G
T
G
G
C
C
C
T
C
T
G
C
C
T
0EI
G
C
C
C
A
G
A
C
G
C
C
C
G
C
C
T
T
C
G
A
C
A
A
G
C
C
C
A
A
A
G
T
G
A
G
C
G
C
G
C
G
C
G
G
G
G
G
C
T
C
C
G
G
G
G
A
C
G
G
G
0EI
C
A
A
G
C
C
T
G
A
A
A
C
C
A
T
C
T
T
A
T
A
C
T
A
T
G
G
C
A
G
G
T
A
A
G
T
C
C
A
T
A
C
A
G
A
A
G
A
G
C
C
C
T
C
T
C
T
C
C
C
0EI
C
A
A
G
T
T
T
G
A
C
T
A
C
T
A
C
A
T
G
C
C
T
G
C
T
A
T
C
G
C
G
T
G
A
G
T
T
G
C
C
C
C
C
A
A
C
C
C
A
C
A
G
G
T
C
C
T
A
G
G
0EI
A
G
T
G
G
A
G
C
C
A
A
T
C
C
C
C
T
G
G
A
A
C
C
A
G
G
C
T
G
A
G
T
G
A
G
T
G
A
T
G
G
G
C
C
T
G
G
A
A
G
G
G
G
C
C
A
T
G
C
T
0EI
C
C
A
T
C
C
T
G
T
G
C
T
G
C
A
T
G
C
G
C
C
A
C
C
A
G
C
C
C
A
G
T
G
A
G
T
A
G
G
A
T
C
A
C
C
G
C
C
C
T
G
C
C
C
A
G
G
G
C
C
0EI
C
T
C
T
T
G
C
C
T
G
G
A
C
A
T
G
T
C
C
A
G
G
C
C
T
A
C
C
A
G
G
T
G
G
G
T
C
C
T
G
T
G
A
G
A
A
G
G
A
A
T
G
G
A
G
A
G
G
C
T
0EI
G
A
G
G
T
G
G
G
C
T
C
G
G
C
C
G
A
A
G
T
A
G
T
A
A
A
A
G
A
G
G
T
G
A
G
G
G
C
C
T
G
G
G
C
T
G
G
C
C
A
T
G
G
G
G
T
C
C
C
T
0EI
A
G
G
C
T
G
C
G
G
C
A
G
G
A
A
A
A
C
A
T
G
C
A
C
T
T
C
G
A
G
G
T
A
A
G
C
G
G
G
C
C
A
G
G
G
A
G
T
G
G
G
G
A
G
G
A
A
C
C
A
0EI
G
A
A
G
C
C
G
G
A
C
A
C
G
G
A
G
C
A
T
G
C
A
G
T
C
A
T
T
C
G
G
T
G
A
G
C
T
C
T
G
T
T
C
C
C
C
T
G
G
G
C
C
T
G
T
T
C
A
A
T
0EI
G
G
C
T
T
T
A
C
T
G
A
A
G
A
G
G
A
G
T
T
T
A
A
A
A
G
G
C
T
G
G
T
G
A
G
T
G
G
G
T
G
T
G
A
G
C
C
A
T
A
C
T
G
G
C
C
T
T
G
A
0EI
C
C
T
A
T
G
G
G
A
T
G
C
C
A
C
C
T
T
C
A
G
C
C
T
C
T
G
C
A
G
G
T
A
G
G
T
T
C
C
T
G
T
C
T
G
G
G
C
T
T
C
T
G
G
G
C
A
G
T
T
0EI
G
A
G
G
T
G
G
G
C
T
C
G
G
C
C
G
A
A
G
T
A
G
T
A
A
A
A
G
A
G
G
T
G
A
G
G
G
C
C
T
G
G
G
C
T
G
G
C
C
A
T
G
G
G
G
T
C
C
C
T
0EI
G
A
A
C
A
C
T
G
C
A
T
A
G
A
A
A
T
G
A
A
T
A
T
G
G
A
A
T
A
G
G
T
G
A
G
A
T
A
T
T
T
T
G
T
G
T
T
T
T
T
C
T
T
G
T
C
T
T
T
T
0EI
A
T
G
T
A
C
T
G
C
A
G
A
G
A
T
A
A
G
T
T
T
A
G
C
T
G
A
C
C
T
G
T
A
A
G
T
T
T
T
G
C
T
T
A
T
A
T
A
A
A
T
G
T
A
C
T
T
T
A
A
0EI
G
A
A
C
A
G
T
C
T
T
C
A
G
G
G
T
G
T
T
T
A
G
A
A
A
A
C
C
A
G
G
T
G
A
G
T
G
A
A
T
A
A
T
T
T
T
A
A
A
A
A
A
G
C
A
T
T
G
T
G
0EI
T
G
A
A
G
A
A
G
A
C
A
G
G
G
A
G
A
C
A
T
T
C
A
T
G
A
A
C
A
A
G
T
A
A
G
G
A
T
C
C
A
G
T
T
T
A
A
A
G
G
T
A
G
A
T
G
C
A
A
A
0EI
G
A
A
A
A
T
G
C
A
G
T
T
G
A
A
T
G
C
T
T
C
C
A
A
A
C
A
A
A
G
G
T
A
T
C
A
T
A
T
T
T
G
C
G
T
G
G
A
T
A
T
C
T
G
A
A
C
C
A
G
0EI
A
A
A
T
T
T
T
G
G
G
A
C
C
C
G
A
A
C
T
T
T
C
C
A
A
G
C
C
A
T
G
T
A
A
G
T
T
C
A
A
G
T
T
C
T
A
T
C
T
A
G
G
G
A
A
G
A
G
G
G
0EI
G
G
A
G
A
T
G
T
G
C
T
G
G
A
T
T
G
T
C
T
G
C
A
G
G
A
T
G
G
G
G
T
G
A
G
G
A
G
T
C
T
T
G
C
T
T
C
T
T
A
A
A
A
T
A
G
A
A
G
A
0EI
T
T
C
A
G
G
G
G
A
A
A
A
A
A
A
T
A
T
C
T
T
C
T
T
G
G
C
A
A
G
G
T
A
A
C
A
C
A
C
T
C
T
G
T
A
A
A
T
G
C
A
T
G
T
T
C
A
T
G
C
0EI
G
A
A
A
A
C
C
C
T
C
T
T
G
A
A
T
G
C
C
A
A
G
A
T
A
A
A
G
G
A
G
T
A
A
G
T
T
G
C
T
C
T
A
G
A
A
T
T
T
T
A
G
G
G
G
A
G
T
A
T
0EI
G
A
A
A
C
T
A
G
G
A
G
A
A
T
A
T
T
A
C
T
T
A
C
A
A
A
A
T
G
C
G
T
A
T
G
T
T
T
T
T
G
T
A
A
A
C
A
G
T
A
T
T
T
T
T
A
G
T
G
A
0EI
G
A
C
A
A
A
C
T
A
T
T
G
G
C
C
T
G
T
G
G
C
G
A
G
G
G
A
G
C
G
G
T
G
A
G
T
G
T
C
T
G
C
T
T
G
G
T
T
T
G
G
T
C
C
C
A
T
C
T
C
0EI
G
G
G
T
G
T
A
G
C
G
C
T
G
C
A
A
A
C
G
A
T
G
A
A
G
C
A
A
G
A
G
T
A
A
G
A
A
A
C
T
G
T
T
A
C
T
T
G
C
T
A
G
C
A
T
G
G
A
A
A
0EI
C
A
G
G
A
A
C
A
G
G
A
A
G
T
C
T
G
C
T
T
T
G
C
T
G
A
A
G
A
G
G
T
A
C
A
T
G
C
A
G
C
T
C
A
T
T
T
C
A
T
A
C
T
C
A
A
A
A
T
A
0EI
G
T
G
C
T
G
C
T
T
T
G
G
G
A
G
T
T
T
A
A
A
T
T
A
C
T
T
C
A
G
G
T
A
A
C
A
A
A
A
C
A
T
T
C
A
G
A
C
A
A
G
C
C
T
G
A
A
T
A
C
0EI
G
C
C
C
C
G
G
C
G
C
C
C
A
C
C
C
G
C
A
C
C
C
C
T
C
C
C
C
A
G
G
T
C
A
G
T
G
C
G
T
G
C
C
C
G
C
G
C
G
T
G
T
C
T
G
G
G
G
G
G
0EI
A
C
G
G
C
T
C
C
C
G
G
G
A
C
C
T
C
G
G
C
A
G
G
A
T
G
G
A
A
G
G
T
A
T
G
A
G
C
C
T
C
C
T
C
T
C
C
T
T
T
T
G
C
C
C
A
T
T
G
C
0EI
T
G
A
A
G
A
A
A
A
C
C
A
A
G
A
T
C
A
T
C
T
T
T
G
T
G
G
T
G
G
G
T
G
A
G
T
T
G
C
G
G
G
C
A
G
G
C
G
G
G
T
G
G
T
G
C
A
G
C
A
0EI
A
T
C
A
T
G
G
A
G
A
A
G
G
G
G
C
A
G
C
T
G
G
T
T
C
C
A
C
T
G
G
T
G
A
G
T
G
G
G
C
C
C
T
G
G
T
G
G
G
G
T
G
A
G
A
G
G
C
A
G
0EI
G
T
G
C
A
G
C
A
A
G
G
A
G
A
A
G
A
G
T
T
T
G
A
G
C
G
A
C
G
G
G
T
A
A
G
G
C
A
C
T
G
A
C
C
C
A
A
G
T
G
G
G
G
A
T
C
C
T
G
G
0EI
T
T
C
T
A
T
G
A
G
A
A
A
C
G
T
G
G
C
A
T
T
G
T
G
C
G
C
A
A
G
G
T
G
G
G
C
C
C
C
G
C
G
G
G
A
C
G
G
G
G
C
A
G
C
T
C
C
G
G
G
0EI
A
T
T
C
C
A
G
G
G
G
T
G
T
G
T
T
T
C
G
T
C
G
A
G
A
T
G
C
A
C
G
T
A
A
G
A
A
A
T
C
C
A
T
T
T
T
T
C
T
A
T
T
G
T
T
C
A
A
C
T
0EI
A
G
A
T
T
T
G
G
G
A
G
A
A
G
A
A
A
A
T
T
T
C
A
A
A
G
C
C
T
T
G
T
A
A
G
T
T
A
A
A
A
T
A
T
T
G
A
T
G
A
A
T
C
A
A
A
T
T
T
A
0EI
G
A
G
T
C
A
G
C
T
G
A
A
A
A
T
T
G
T
G
A
C
A
A
A
T
C
A
C
T
T
G
T
A
A
G
T
A
C
A
T
T
C
T
A
A
T
T
G
T
G
G
A
G
A
T
T
C
T
T
T
0EI
T
C
A
T
G
A
C
A
A
T
G
A
A
G
A
G
A
C
A
T
T
T
T
T
G
A
A
A
A
A
G
T
A
A
G
T
A
A
T
C
A
G
A
T
G
T
T
T
A
T
A
G
T
T
C
A
A
A
A
T
0EI
G
C
T
G
A
T
A
A
A
G
C
T
G
C
C
T
G
C
C
T
G
T
T
G
C
C
A
A
A
G
G
T
A
T
T
A
T
G
C
A
A
A
A
G
A
A
T
A
G
A
A
A
A
A
A
A
G
A
G
T
0EI
A
A
A
A
T
T
T
G
G
A
G
A
A
A
G
A
G
C
T
T
T
C
A
A
A
G
C
A
T
G
G
T
A
A
A
T
A
C
T
T
T
T
A
A
A
C
A
T
A
G
T
T
G
G
C
A
T
C
T
T
0EI
G
G
A
G
A
T
C
T
G
C
T
T
G
A
A
T
G
T
G
C
T
G
A
T
G
A
C
A
G
G
G
T
A
A
A
G
A
G
T
C
G
T
C
G
A
T
A
T
G
C
T
T
T
T
T
G
G
T
A
G
0EI
T
G
C
T
G
A
G
G
C
A
A
A
G
G
A
T
G
T
C
T
T
C
C
T
G
G
G
C
A
T
G
T
A
A
G
T
A
G
A
T
A
A
G
A
A
A
T
T
A
T
T
C
T
T
T
T
A
T
A
G
0EI
G
C
A
G
A
T
C
C
T
C
A
T
G
A
A
T
G
C
T
A
T
G
C
C
A
A
A
G
T
G
G
T
A
G
G
T
T
T
A
T
T
G
T
T
G
G
A
A
A
A
A
A
A
T
G
T
A
G
T
T
0EI
G
C
A
G
C
T
T
G
G
A
G
A
G
T
A
C
A
A
A
T
T
C
C
A
G
A
A
T
G
C
G
T
A
A
G
T
A
A
T
T
T
T
T
A
T
T
G
A
C
T
G
A
T
T
T
T
T
T
T
T
0EI
G
C
A
A
A
A
A
G
A
A
T
G
C
C
C
T
G
T
G
C
A
G
A
A
G
A
C
T
A
T
G
T
G
A
G
T
C
T
T
T
A
A
A
A
A
A
A
T
A
T
A
A
T
A
A
A
T
T
A
A
0EI
T
G
A
G
A
A
G
G
A
G
A
G
A
C
A
A
A
T
C
A
A
G
A
A
A
C
A
A
A
C
G
T
G
A
G
G
A
G
T
A
T
T
T
C
A
T
T
A
C
T
G
C
A
T
G
T
G
T
T
T
0EI
G
A
C
G
A
T
A
A
G
G
A
G
A
C
C
T
G
C
T
T
T
G
C
C
G
A
G
G
A
G
G
T
A
C
T
A
C
A
G
T
T
C
T
C
T
T
C
A
T
T
T
T
A
A
T
A
T
G
T
C
0EI
C
T
T
A
T
A
A
C
A
T
C
A
C
A
T
T
T
A
A
A
A
G
C
A
T
C
T
C
A
G
G
T
A
A
C
T
A
T
A
T
T
T
T
G
A
A
T
T
T
T
T
T
A
A
A
A
A
A
G
T
0EI
G
A
C
G
A
T
A
A
G
G
A
G
A
C
C
T
G
C
T
T
T
G
C
C
G
A
G
G
A
G
G
T
A
C
T
A
C
A
G
T
T
C
T
C
T
T
C
A
T
T
T
T
A
A
T
A
T
G
T
C
0EI
G
G
C
T
A
C
A
G
C
T
C
T
C
C
C
T
G
G
G
C
A
T
C
A
T
C
C
C
A
G
G
T
A
A
T
G
A
G
G
C
T
C
C
C
C
A
G
C
C
T
G
C
C
C
T
A
C
A
C
A
0EI
C
C
A
A
G
A
A
C
C
T
C
A
T
C
A
T
G
T
T
C
C
T
G
G
G
T
G
A
C
G
G
T
G
A
G
T
G
A
G
C
C
A
G
C
C
T
T
C
C
A
G
C
C
C
C
G
C
A
G
C
0EI
G
A
C
C
G
C
T
T
C
C
C
G
T
A
C
G
T
G
G
C
T
C
T
G
T
C
C
A
A
G
G
T
A
A
G
T
G
C
T
G
G
G
C
T
A
C
C
T
T
A
G
A
G
T
C
C
T
C
C
A
0EI
T
C
T
C
C
G
T
G
G
T
G
A
A
T
C
G
G
G
C
C
A
A
G
A
A
A
G
C
A
G
G
T
G
G
A
G
C
T
G
G
G
G
C
C
C
G
G
C
T
G
T
G
G
G
G
T
C
A
G
G
0EI
A
C
G
C
A
G
C
T
C
A
T
C
T
C
C
A
A
C
A
T
G
G
A
C
A
T
T
G
A
T
G
T
G
C
G
A
C
C
C
C
C
G
G
G
C
C
A
A
G
G
G
T
G
G
G
G
C
T
G
G
0EI
C
T
G
G
T
G
C
A
G
G
A
A
T
G
G
C
T
G
G
C
G
A
A
G
C
A
C
C
A
G
G
T
G
A
T
G
G
G
G
G
C
T
G
G
T
G
G
G
T
G
T
G
C
T
G
G
G
C
A
C
0EI
C
C
C
T
G
G
A
C
C
C
G
T
C
T
G
T
G
A
C
C
C
A
T
C
T
C
A
T
G
G
G
T
A
A
T
G
A
C
C
C
C
C
T
T
C
C
T
G
C
C
C
T
G
G
C
A
T
C
C
T
0EI
A
C
C
C
C
C
G
C
G
G
C
T
T
C
T
T
C
C
T
C
T
T
C
G
T
G
G
A
G
G
G
T
G
C
G
T
G
G
T
G
G
C
C
C
T
G
G
G
A
G
T
G
G
G
G
G
G
T
T
G
0EI
G
C
T
A
C
C
C
C
C
T
G
C
G
A
G
G
G
A
G
C
T
C
C
A
T
C
T
T
C
G
G
T
A
G
G
C
C
T
G
G
G
G
A
T
G
A
G
T
G
G
C
A
G
G
T
G
C
T
G
C
0EI
C
C
C
G
G
C
C
G
G
A
T
G
T
T
A
C
G
G
A
G
A
G
C
G
A
G
A
G
C
G
G
T
G
A
G
T
G
C
C
G
T
G
G
G
G
T
G
G
C
C
T
G
A
G
G
G
G
G
A
C
0EI
G
G
C
T
A
C
A
G
C
T
C
T
C
C
C
T
G
G
G
C
G
T
C
A
T
C
C
C
A
G
G
T
A
A
T
G
A
G
G
C
T
C
C
C
C
A
A
G
C
T
G
T
T
C
C
A
C
A
C
A
0EI
C
C
A
A
G
A
A
C
C
T
C
A
T
C
C
T
C
T
T
C
C
T
G
G
G
C
G
A
T
G
G
T
G
A
G
T
G
A
G
C
A
A
G
G
C
C
T
G
T
C
C
A
G
C
C
C
C
G
T
A
0EI
G
A
C
C
G
C
T
T
C
C
C
A
T
A
C
C
T
G
G
C
T
C
T
G
T
C
C
A
A
G
G
T
A
A
G
G
G
C
T
G
G
G
C
C
A
C
C
T
C
A
G
A
G
T
C
C
T
C
C
A
0EI
YAML Metadata Error: "configs[0]" must be of type object
YAML Metadata Error: "configs[1]" must be of type object
YAML Metadata Error: "configs[2]" must be of type object
YAML Metadata Error: "configs[3]" must be of type object

Splice

The Splice dataset from the UCI repository.

Configurations and tasks

Configuration Task
splice Multiclass classification
splice_EI Binary classification
splice_IE Binary classification
splice_N Binary classification
Downloads last month
0
Edit dataset card