[Retracted] Forecasting Foreign Direct Investment Inflow to Egypt and Determinates: Using Machine Learning Algorithms and ARIMA Model

Table 1

Machine learning algorithms’ performance (data from 1990–2019).

Models	AUC	CA	F1	Precision	Recall
Gradient Boosting	0.87	0.75	0.754	0.752	0.759
Logistic regression	0.87	0.690	0.669	0.665	0.690
Neural network	0.866	0.759	0.754	0.752	0.759
Random forest	0.833	0.724	0.715	0.723	0.724
Naïve Bayes	0.791	0.621	0.594	0.584	0.621
K-nearest neighbors	0.770	0.517	0.457	0.424	0.517
SVM	0.741	0.655	0.621	0.614	0.655

Source: it is made by the author, depending on the World Bank dataset.