Table 7.

Performance of ML models in ASD detection.

Matrices	Children dataset		Adult dataset
	LR	SVM	SVM	LR
Accuracy	98%	99%	81%	78%
Precision	0.92	0.97	0.73	0.81
Recall	0.44	0.58	0.56	0.51
Confusion matrix	$\left[\begin{array}{cc}24& 2\\ 2& 31\end{array}\right]$	$\left[\begin{array}{cc}34& 1\\ 5& 25\end{array}\right]$	$\left[\begin{array}{cc}45& 17\\ 14& 35\end{array}\right]$	$\left[\begin{array}{cc}30& 7\\ 13& 29\end{array}\right]$
F1 score	0.60	0.73	0.63	0.62