att1
int64
0
0
att2
int64
0
8
att3
int64
0
16
att4
int64
0
16
att5
int64
0
16
att6
int64
0
16
att7
int64
0
16
att8
int64
0
16
att9
int64
0
5
att10
int64
0
15
att11
int64
0
16
att12
int64
0
16
att13
int64
0
16
att14
int64
0
16
att15
int64
0
16
att16
int64
0
15
att17
int64
0
5
att18
int64
0
16
att19
int64
0
16
att20
int64
0
16
att21
int64
0
16
att22
int64
0
16
att23
int64
0
16
att24
int64
0
8
att25
int64
0
1
att26
int64
0
16
att27
int64
0
16
att28
int64
0
16
att29
int64
0
16
att30
int64
0
16
att31
int64
0
16
att32
int64
0
2
att33
int64
0
1
att34
int64
0
15
att35
int64
0
16
att36
int64
0
16
att37
int64
0
16
att38
int64
0
16
att39
int64
0
14
att40
int64
0
0
att41
int64
0
7
att42
int64
0
16
att43
int64
0
16
att44
int64
0
16
att45
int64
0
16
att46
int64
0
16
att47
int64
0
16
att48
int64
0
6
att49
int64
0
10
att50
int64
0
16
att51
int64
0
16
att52
int64
0
16
att53
int64
0
16
att54
int64
0
16
att55
int64
0
16
att56
int64
0
12
att57
int64
0
1
att58
int64
0
10
att59
int64
0
16
att60
int64
0
16
att61
int64
0
16
att62
int64
0
16
att63
int64
0
16
att64
int64
0
16
class
class label
2 classes
0
1
6
15
12
1
0
0
0
7
16
6
6
10
0
0
0
8
16
2
0
11
2
0
0
5
16
3
0
5
7
0
0
7
13
3
0
8
7
0
0
4
12
0
1
13
5
0
0
0
14
9
15
9
0
0
0
0
6
14
7
1
0
0
11
0
0
10
16
6
0
0
0
0
7
16
8
16
5
0
0
0
11
16
0
6
14
3
0
0
12
12
0
0
11
11
0
0
12
12
0
0
8
12
0
0
7
15
1
0
13
11
0
0
0
16
8
10
15
3
0
0
0
10
16
15
3
0
0
11
0
0
8
15
16
13
0
0
0
1
11
9
11
16
1
0
0
0
0
0
7
14
0
0
0
0
3
4
14
12
2
0
0
1
16
16
16
16
10
0
0
2
12
16
10
0
0
0
0
0
2
16
4
0
0
0
0
0
9
14
0
0
0
0
00
0
0
0
3
11
16
0
0
0
0
5
16
11
13
7
0
0
3
15
8
1
15
6
0
0
11
16
16
16
16
10
0
0
1
4
4
13
10
2
0
0
0
0
0
15
4
0
0
0
0
0
3
16
0
0
0
0
0
0
1
15
2
0
0
00
0
0
5
14
4
0
0
0
0
0
13
8
0
0
0
0
0
3
14
4
0
0
0
0
0
6
16
14
9
2
0
0
0
4
16
3
4
11
2
0
0
0
14
3
0
4
11
0
0
0
10
8
4
11
12
0
0
0
4
12
14
7
0
0
00
0
0
11
16
10
1
0
0
0
4
16
10
15
8
0
0
0
4
16
3
11
13
0
0
0
1
14
6
9
14
0
0
0
0
0
0
12
10
0
0
0
0
0
6
16
6
0
0
0
0
5
15
15
8
8
3
0
0
10
16
16
16
16
6
00
0
0
1
11
13
11
7
0
0
0
9
14
6
4
3
0
0
0
16
12
16
15
2
0
0
5
16
10
4
12
6
0
0
1
1
0
0
10
4
0
0
0
0
0
5
10
0
0
0
0
0
8
15
3
0
0
0
0
1
13
5
0
0
0
00
0
0
8
10
8
7
2
0
0
1
15
14
12
12
4
0
0
7
15
12
5
0
0
0
0
5
14
12
15
7
0
0
0
0
0
0
2
13
0
0
0
0
0
0
4
12
0
0
0
0
6
7
14
5
0
0
0
0
4
13
8
0
0
0
00
0
0
15
2
14
13
2
0
0
0
16
15
12
13
8
0
0
2
16
12
1
6
10
0
0
7
15
3
0
5
8
0
0
5
12
0
0
8
8
0
0
5
12
0
7
15
5
0
0
5
16
13
16
6
0
0
0
0
10
12
5
0
0
0
11
0
0
3
13
13
2
0
0
0
6
16
12
10
8
0
0
0
9
15
12
16
6
0
0
0
10
16
16
13
0
0
0
0
1
12
16
12
14
4
0
0
0
11
8
0
3
12
0
0
0
13
11
8
13
12
0
0
0
3
15
11
6
0
0
00
0
0
6
14
14
16
16
8
0
0
7
11
8
10
15
3
0
0
0
0
4
15
10
0
0
1
15
16
16
16
14
0
0
3
11
13
13
0
0
0
0
0
0
15
5
0
0
0
0
0
7
13
0
0
0
0
0
0
10
12
0
0
0
0
00
0
0
0
3
16
11
1
0
0
0
0
8
16
16
1
0
0
0
0
9
16
14
0
0
0
1
7
16
16
11
0
0
0
9
16
16
16
8
0
0
0
1
8
6
16
7
0
0
0
0
0
5
16
9
0
0
0
0
0
2
14
14
1
0
00
0
0
0
4
13
16
16
3
0
0
8
16
9
12
16
4
0
7
16
3
3
15
13
0
0
9
15
14
16
16
6
0
0
1
8
7
12
15
0
0
0
0
0
0
13
10
0
0
0
0
0
3
15
6
0
0
0
0
0
5
15
4
0
0
00
0
0
7
12
6
2
0
0
0
0
16
16
13
14
1
0
0
9
16
11
3
0
0
0
0
8
16
16
16
4
0
0
0
1
2
0
6
12
0
0
0
0
0
0
7
12
0
0
0
0
6
9
16
6
0
0
0
0
5
16
9
0
0
0
00
0
0
7
11
11
6
0
0
0
9
16
12
10
14
0
0
0
5
2
0
4
14
0
0
0
0
1
5
14
6
0
0
0
1
15
16
16
10
0
0
0
0
7
4
4
15
6
0
0
0
5
4
8
13
12
0
0
0
14
16
12
10
1
0
00
0
1
10
15
8
0
0
0
0
6
16
7
11
8
0
0
0
7
16
3
1
13
1
0
0
7
13
0
0
10
6
0
0
8
12
0
0
14
4
0
0
3
16
0
6
15
2
0
0
0
15
9
16
4
0
0
0
0
9
15
8
0
0
0
11
0
0
0
1
11
7
0
0
0
0
2
13
10
16
4
0
0
0
13
4
1
16
0
0
0
6
14
8
12
16
7
0
0
0
8
8
15
10
2
0
0
0
0
1
12
1
0
0
0
0
0
4
16
0
0
0
0
0
0
3
15
0
0
0
00
0
0
5
12
16
16
3
0
0
0
11
11
4
16
9
0
0
0
0
4
8
16
5
0
0
0
4
16
16
16
14
0
0
0
0
11
14
1
0
0
0
0
0
13
10
0
0
0
0
0
3
16
1
0
0
0
0
0
8
12
0
0
0
0
00
0
0
1
8
13
13
2
0
0
4
16
8
1
12
4
0
0
7
13
3
10
13
0
0
0
3
15
15
14
15
0
0
0
0
13
10
0
10
6
0
0
0
11
5
0
9
8
0
0
0
7
11
4
14
2
0
0
0
1
13
12
4
0
0
00
0
0
0
2
13
12
4
0
0
0
3
15
15
13
12
0
0
2
15
14
1
12
8
0
0
8
16
14
16
16
11
0
0
3
16
16
16
16
10
0
0
0
0
0
8
13
0
0
0
0
0
0
13
7
0
0
0
0
0
0
15
3
0
0
00
0
0
4
11
15
16
15
0
0
0
13
13
8
13
14
0
0
0
0
0
0
15
5
0
0
0
2
4
10
15
1
0
0
0
10
16
16
16
8
0
0
0
1
13
13
1
0
0
0
0
1
16
6
0
0
0
0
0
6
14
2
0
0
0
00
0
0
4
10
13
11
1
0
0
2
13
10
4
8
8
0
0
6
13
4
9
15
4
0
0
4
16
16
16
13
0
0
0
0
12
11
1
8
8
0
0
0
12
4
0
7
8
0
0
0
12
8
8
14
0
0
0
0
6
13
11
1
0
0
00
0
0
3
11
13
14
6
0
0
0
12
9
3
0
0
0
0
2
14
0
0
0
0
0
0
8
10
6
12
12
2
0
0
7
16
13
6
14
8
0
0
0
0
0
1
14
1
0
0
0
1
4
11
6
0
0
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3
13
10
0
0
0
00
0
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1
4
11
13
7
0
0
2
14
12
10
16
5
0
0
7
14
6
14
12
0
0
0
2
12
11
10
15
1
0
0
0
0
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16
4
0
0
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3
16
3
0
0
0
0
0
10
11
0
0
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14
3
0
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0
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13
1
0
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0
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16
14
0
0
0
0
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16
5
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3
9
16
13
8
5
0
0
4
15
16
16
16
16
00
0
0
9
16
11
0
0
0
0
4
16
13
16
4
0
0
0
0
9
3
13
9
0
0
0
0
0
0
16
8
0
0
0
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3
16
4
0
0
0
0
0
12
15
1
0
0
0
0
6
16
16
15
11
1
0
0
10
16
9
9
13
6
00
0
0
2
13
9
0
0
0
0
0
14
11
12
7
0
0
0
6
16
1
0
16
0
0
0
5
12
0
0
11
5
0
0
8
13
0
0
8
7
0
0
1
16
0
0
9
8
0
0
0
13
3
6
16
1
0
0
0
3
16
14
4
0
0
11
0
0
0
10
12
0
0
0
0
0
9
14
4
0
0
0
0
0
15
3
0
0
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2
15
2
6
1
0
0
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16
15
12
15
4
0
0
0
16
5
0
3
14
0
0
0
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10
4
11
14
0
0
0
1
11
14
12
1
0
00
0
0
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13
0
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16
0
0
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16
14
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3
12
16
16
13
0
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3
11
9
16
9
0
0
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9
0
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15
12
0
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2
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00
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9
13
11
2
0
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16
9
1
13
8
0
0
8
14
5
11
14
2
0
0
3
16
16
16
6
0
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16
5
1
12
5
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15
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8
0
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16
4
7
13
2
0
0
0
13
12
8
1
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00
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16
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14
13
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16
13
2
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13
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00
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8
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10
9
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15
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6
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8
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8
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14
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15
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16
8
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1
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16
16
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4
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11
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15
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11
10
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11
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4
8
15
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12
14
12
4
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00
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16
11
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14
13
16
3
0
3
16
8
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13
14
0
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15
6
11
16
6
0
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15
14
15
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0
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3
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10
12
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16
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16
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13
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15
16
12
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5
16
12
0
0
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1
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14
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15
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8
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16
16
12
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0
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12
9
0
5
16
3
0
1
15
14
10
13
12
0
0
8
16
16
16
9
3
0
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1
4
8
15
0
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13
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14
9
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15
4
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00
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12
11
3
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16
9
16
7
0
0
0
0
0
10
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YAML Metadata Error: "configs[0]" must be of type object

Optdigits

The Optdigits dataset from the UCI repository.

Configurations and tasks

Configuration Task Description
optdigits Multiclass classification.
0 Binary classification. Is this a 0?
1 Binary classification. Is this a 1?
2 Binary classification. Is this a 2?
... Binary classification. ...
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