A Systematic Literature Review on Using Machine Learning Algorithms for Software Requirements Identification on Stack Overflow

Table 11

Different ML algorithms.

Type	ML algorithms/technique	Purpose	Type of software requirements	Support level
USL	LDA	Finding the hidden or latent topic(s) that the documents (posts) contain based on their probabilities	FRs (S01, S07, S10, and S11), NFRs (S02, S04, S06, and S08)	8
	Thematic coding	It involves exploring, identifying, extracting, and storing the patterns or themes	FRs (S03 and S12), NFRs (S05)	3
SL	SVM	It is primarily used for classification and is grounded upon the statistical learning theory	FRs (S09)	1