Prediction of the Antibacterial Activity of the Green Synthesized Silver Nanoparticles against Gram Negative and Positive Bacteria by using Machine Learning Algorithms

Table 1

Structure of primary dataset (dataset I).

	Features	Unit	Min–max of label	Missing values (%)
Numerical	AgNPs size	nm	3.0–183.2	0
	Extract mass	g	0.05–100.0	4.7
	Solvent volume	ml	2.0–1,000.0	6
	Extract volume	ml	0.5–250.0	0
	AgNO3 volume	ml	1.0–1,800.0	0
	AgNO3 concentration	mM	0.01–20.0	0
	Reaction temperature	°C	24.0–100.0	0
	Reaction time	min	10–10,080.0	3.5
	Diameters of disks and wells	mm	4.0–10.0	0
	Incubation temperature	°C	30–37	0
	Incubation time	hr	12–48	0
	Bacteria concentration	CFU/ml	1,00,000–1,50,000,000	0
	AgNPs concentration	mg/ml	0.05–50,000.0
Categorical	Method	–	Well/disk	37.6