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Table 1 Evaluation results (for Experimentation-Plan-ID-1)

From: DD-KARB: data-driven compliance to quality by rule based benchmarking

Experimentation-plan-ID = 1

Error percentage

Exp. 1

Telegram

Exp. 2

Eita

Exp. 1

Whatsapp

Exp. 1

Soroush

Exp. 1

Bale

Average

Type of benchmark

Quantitative, based on stats

IR-QUMA (simple average)

18.4

24.3

26.3

31.8

30.1

26.2

Quantitative, based on sense

Expert quality scoring

17.5

23.1

25.4

30.2

29.8

25.2

Declarative, based on analysis

KARB + hill climbing

11.8

15.6

15.8

17.9

16.4

15.5

Hybrid, based on solving

Data-driven KARB

8.8

13.2

13.5

16.8

14.0

13.3