Journal of Nanomaterials / 2022 / Article / Tab 1 / Research Article
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