Yahoo Training and Test Sets

A2

s_1

s_2

s_3

s_4

TP

FP

FN

d.r.

prec.

TP

FP

FN

d.r.

prec.

TP

FP

FN

d.r.

prec.

TP

FP

FN

d.r.

prec.

Anotated

4

0

0

100

100

9

0

0

100

100

1

0

0

100

100

2

0

0

100

100

ARIMA

3

2

1

75

60

9

0

0

100

100

1

2

0

100

33

2

3

0

100

40

MA

4

3

0

100

57

9

0

0

100

100

1

3

0

100

25

1

1

1

50

50

HTM

4

0

0

100

100

6

0

3

67

100

1

0

0

100

100

2

0

0

100

100

HW calc. MASE

4

0

0

100

100

9

0

0

100

100

1

0

0

100

100

2

0

0

100

100

HW def. MASE

4

1

0

100

80

9

1

0

100

90

1

0

0

100

100

2

0

0

100

100

4

0

0

100

100

0

0

9

0

-

0

0

1

0

-

0

0

2

0

-

HW def. MASE(k, n)

4

0

0

100

100

9

0

0

100

100

1

0

0

100

100

2

0

1

67

100

HW GA

4

0

0

100

100

9

0

0

100

100

1

0

0

100

100

2

0

0

100

100

A3

A3-TS1

A3Benchmark-TS2

A3Benchmark-TS3

A3-TS4

Anotated

11

0

0

100

100

16

0

0

100

100

6

0

0

100

100

6

0

0

100

100

ARIMA

8

7

3

73

53

6

0

10

38

100

3

2

3

50

60

3

4

3

50

43

MA

9

3

2

82

75

4

0

12

25

100

5

3

1

83

63

6

3

0

100

67

HTM

5

0

6

45

100

1

0

15

6

100

0

0

6

0

-

3

0

3

50

100

HW calc. MASE

4

84

7

36

5

16

5

0

100

76

6

0

0

100

100

6

30

0

100

17

HW def. MASE

10

233

1

91

4

16

150

0

100

10

6

180

0

100

3

6

205

0

100

3

2

26

9

18

7

16

0

0

100

100

6

0

0

100

100

6

0

0

100

100

HW def. MASE(k, n)

7

12

4

64

37

16

0

0

100

100

6

0

0

100

100

6

0

0

100

100

HW GA

11

0

0

100

100

16

0

0

100

100

6

0

0

100

100

6

0

0

100

100

A4

A4-TS1

A4-TS2

A4-TS3

A4-TS4

Anotated

13

0

0

100

100

5

0

0

100

100

6

0

0

100

100

6

0

0

100

100

ARIMA

7

3

6

54

70

4

3

1

80

57

4

0

2

67

100

6

5

0

100

55

MA

6

5

7

46

55

3

2

2

60

60

3

1

3

50

75

5

3

1

83

63

HTM

1

0

12

8

100

0

0

5

0

-

2

0

4

33

100

3

0

3

50

100

HW calc. MASE

13

10

0

100

57

5

0

0

100

100

5

0

1

83

100

6

0

0

100

100

HW def. MASE

13

20

0

100

39

5

3

0

100

63

5

13

1

83

28

6

2

0

100

75

8

2

5

62

80

5

0

0

100

100

4

2

2

67

67

6

0

0

100

100

HW def. MASE(k, n)

2

38

11

15

5

3

0

2

60

100

0

0

6

0

-

2

0

4

33

100

HW GA

13

0

0

100

100

5

0

0

100

100

6

0

0

100

100

6

0

0

100

100