Table 1 Comparison of various prediction...

Table 1

Comparison of various prediction techniques

	Probability analysis	Fault tree analysis	Bayesian network	AHP	FAHP	ANN	Anfis hybrid
Simple computing	×	×	×	×	×	×	✓
Linearity data	✓	✓	✓	✓	✓	✓	✓
Non-linearity data	✓	×	✓	×	×	×	✓
Crisp data	✓	✓	✓	✓	×	✓	✓
Fuzzy value	×	×	×	×	✓	×	✓
Learning and modelling of human knowledge	×	×	✓	×	×	×	✓
Sensitivity analysis	×	×	×	×	×	✓	✓

	Probability analysis	Fault tree analysis	Bayesian network	AHP	FAHP	ANN	Anfis hybrid
Simple computing	×	×	×	×	×	×	✓
Linearity data	✓	✓	✓	✓	✓	✓	✓
Non-linearity data	✓	×	✓	×	×	×	✓
Crisp data	✓	✓	✓	✓	×	✓	✓
Fuzzy value	×	×	×	×	✓	×	✓
Learning and modelling of human knowledge	×	×	✓	×	×	×	✓
Sensitivity analysis	×	×	×	×	×	✓	✓

Sources: Omotayo et al. (2020), Ali et al. (2018), Moghayedi and Windapo (2019), Yazdi and Kabir (2017)

AHP, analytic hierarchy process; FAHP, fuzzy analytic hierarchy process

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