Prediction of BP Reactivity to Talking Using Hybrid Soft Computing Approaches

Table 10

Comparison of results with other studies.

Ref.	Model developed	Predicted parameter	Remarks
[33]	FIR and ANFIS	Mean BP and AEP during anaesthesia	No significant difference between the results of two models
[34]	ANN and multiple linear regression (MLR)	SBP	ANN outperformed MLR
[35]	RS-SVM	BP	Training rapidity and accuracy of the RS-SVM model are both evidently improved
[36]	PCA-ANFIS, conventional maximum amplitude algorithm	SBP and DBP	PCA-ANFIS outperformed
[37]	FIS	Effect of aerobic exercise on BP	Preliminary validation results of the performance of the FIS are promising
Our study	PCA-LS-SVM, PCA-ANN, and PCA-ANFIS	SBP, DBP, and MAP	PCA-LS-SVM outperformed PCA-ANN and PCA-ANFIS