Sökning: "Jonni Fiddler Dennis"

Hittade 1 uppsats innehållade orden Jonni Fiddler Dennis.

  1. 1. Supervised Learning Techniques : A comparison of the Random Forest and the Support Vector Machine

    Kandidat-uppsats, Uppsala universitet/Statistiska institutionen

    Författare :Lukas Arnroth; Jonni Fiddler Dennis; [2016]
    Nyckelord :machine learning; biomarkers; cross-validation; receiver operating characteristic; k-means clustering; feature selection; binary classification;

    Sammanfattning : This thesis examines the performance of the support vector machine and the random forest models in the context of binary classification. The two techniques are compared and the outstanding one is used to construct a final parsimonious model. The data set consists of 33 observations and 89 biomarkers as features with no known dependent variable. LÄS MER