Advances in random forests with application to classification by Pretorius, Arnu

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Chacma baboon movement and behaviour in commercial timber plantations in South Africa and their association with bark-stripping by Pretorius, Michelle

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A comparative study of forest tourism in selected areas of Finland and South Africa

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Development of potential height growth and diameter increment models for the parameterisation of an individual tree growth model for Pinus elliottii plantations in South Africa by Lindner, Gerard Eckard

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Assessing the discoverability of variant proteins causing rare forms of paediatric diabetes using proteogenomics by Naidoo, Lorensha

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Exploring topological data analysis in gene expression data topology-driven biomarker discovery and clinical outcome prediction in oncology by Nyase, Ndivhuwo

“…These topological features were analyzed using Random Forests. In parallel, we compared the predictive performance of traditional machine learning models (SVM, Gradient Boosting Decision Trees, Random Forest, and Neural Networks) trained on raw gene expression data against models incorporating the topological fingerprints. …”
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Molecular phylogeny and biogeography of the Afrotropical freshwater crab fauna by Phiri, Ethel Emmarantia

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