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Bien, Benedict (author)
Decision trees are integral to machine learning, with their robustness being a critical measure of effectiveness against adversarial data manipulations. Despite advancements in algorithms, current solutions are either optimal but lack scalability or scale well, but do not guarrantee optimality. This paper presents a novel adaptation of the...
bachelor thesis 2023
document
Bien, Benedict (author)
<br/>A common challenge in feature discovery and feature selection is the trade-off between effectiveness and efficiency. The paper proposes a solution that is efficient and effective at ranking features for feature discovery.<br/>This paper aims to improve feature discovery techniques, by estimating the overall utility of features, through...
bachelor thesis 2022