A chemiresistive sensor array based on polyaniline nanocomposites and machine learning classification

HIGHLIGHTS

  • who: Jiri Kroutil and collaborators from the Department of Microelectronics, Technical University in have published the research: A chemiresistive sensor array based on polyaniline nanocomposites and machine learning classification, in the Journal: (JOURNAL)
  • what: The authors developed a robust system with seven different mathematical algorithms and the authors examined the interaction between these algorithms.
  • how: Five different classification methods namely k-nearest neighbors algorithm support vector machine random forest decision tree classifier and Gaussian process classification (GPC) are compared to evaluate the accuracy of target gas determination. In this work KNN SVM RF . . .

     

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