e-Dnevnik

Training Set

Test Set

Detectors

Optimal parameters

(Two weeks)

(One week)

α

Β

γ

ω

Δ

k

n

TP

FP

FN

d.r.

prec.

TP

FP

FN

d.r.

prec.

Anotated

-

-

-

-

-

-

-

6

0

0

100

100

3

0

0

100

100

ARIMA

-

-

-

-

-

-

-

6

7

0

100

46

3

4

0

100

43

MA

-

-

-

-

-

-

-

6

13

0

100

32

3

11

0

100

21

HTM

-

-

-

-

-

-

-

0

0

6

0

-

0

0

3

0

-

TDHW calc. MASE

0.95

0.1173

0.3482

0.0021

20*

/

/

6

23

0

100

21

1

0

2

33

100

TDHW def. MASE

0.0746

0.0169

0.0040

0.2655

10*

/

/

6

341

0

100

2

3

12

0

100

20

0.0746

0.0169

0.0040

0.2655

40*

/

/

2

35

4

33

5

0

0

3

0

-

TDHW def. MASE(k, n)

0.0746

0.0169

0.0040

0.2655

5.1*

1000*

11*

4

1770

2

67

0.2

1

0

2

33

100

TDHW GA

0.8490

0.2853

0.0125

0.6798

7.0886

322.4625

8.5165

5

100

1

83

5

2

0

1

67

100