Table 1 Summary of the primary and final input variables of materials parameters in data pre-processing
From: A supervised machine learning tool to predict the bactericidal efficiency of nanostructured surface
| Â | Â | Â | Raw Data | Data Transformation | Dataset I |
|---|---|---|---|---|---|
Category | Features | Type | Range or Labels | Â | Â |
Materials | Materials | Nominal | Ti, TiO2, Ti-OH, Ti6Al4V, Si, PET, CaP, ZnO, Pd, C, PS-b-P2VP, PS-block-PMMA | Simplified | Ti, Si, CaP, ZnO, Pd, C, Polymer |