In this article, a new feature selection (FS) algorithm, called simple, fast, and efficient (SFE), is proposed for high-dimensional datasets. The SFE algorithm performs its search process using a ...

Second, the existing algorithms suffer from high computational demands regarding processing time (or runtime) and memory usage, thus making them unsuitable for analyzing large-scale datasets ...