Facile and highly precise ph-value estimation using common ph paper based on machine learning techniques and supported mobile devices

HIGHLIGHTS

  • who: Mohamed M. Elsenety from the DepartmentAzhar University have published the research: Facile and highly precise pH-value estimation using common pH paper based on machine learning techniques and supported mobile devices, in the Journal: Scientific Reports Scientific Reports
  • what: The study has a significant advantage over what is already used, Fig 8 shows the fair comparison of pH instruments, pH paper, and the current study.
  • how: The authors exploited a KNN regression model- based machine_learning algorithm to study 2689 collected sample data using Python 3.7 and the scikit-learn u00adpackage2627. The . . .

     

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