Sökning: "Pima Indian dataset"

Hittade 2 uppsatser innehållade orden Pima Indian dataset.

  1. 1. Comparing Ensemble Methods with Individual Classifiers in Machine Learning for Diabetes Detection

    Kandidat-uppsats, KTH/Datavetenskap

    Författare :Samuel Härner; David Ekman; [2022]
    Nyckelord :;

    Sammanfattning : Diabetes is a common disease that is characterized by several health markers. These markers can be used in machine learning to help predict the presence of diabetes in an individual. LÄS MER

  3. 2. Validation of topology evolution in artificial neural networks

    Kandidat-uppsats, Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Författare :George Albert Florea; [2014]
    Nyckelord :TWEANN; overtraining; ANN; MLP; topology; topology evolution; classification problem; Pima Indian dataset; Physics and Astronomy;

    Sammanfattning : There is a problem with overtraining when applying Artificial Neural Networks to a classification problem. One factor that strongly influences the overtraining is the network topology. Understanding the role of the network topology is therefore important to enable the creation of more efficient Artificial Neural Networks.. LÄS MER