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View article: Early identification of dropouts during the special forces selection program
Early identification of dropouts during the special forces selection program Open
Recruits are exposed to high levels of psychological and physical stress during the special forces selection period, resulting in dropout rates of up to 80%. To identify who likely drops out, we assessed a group of 249 recruits, every week…
View article: Predicting special forces dropout via explainable machine learning
Predicting special forces dropout via explainable machine learning Open
Selecting the right individuals for a sports team, organization, or military unit has a large influence on the achievements of the organization. However, the approaches commonly used for selection are either not reporting predictive perfor…
View article: Early Identification of Dropouts During the Special Forces Selection Program
Early Identification of Dropouts During the Special Forces Selection Program Open
Special forces selection is a highly demanding process that involves exposure to high levels of psychological and physical stress resulting in dropout rates of up to 80%. To identify who likely drops out, we assessed a group of 249 recruit…
View article: SIRUS.jl: Interpretable Machine Learning via RuleExtraction
SIRUS.jl: Interpretable Machine Learning via RuleExtraction Open
1 is an implementation of the original Stable and Interpretable RUle Sets (SIRUS) algorithm in the Julia programming language (Bezanson et al., 2017).The SIRUS algorithm is a fully interpretable version of random forests, that is, it reduc…
View article: Predicting Special Forces Dropout via Explainable Machine Learning
Predicting Special Forces Dropout via Explainable Machine Learning Open
Selecting the right individuals for a sports team, organization, or military unit has a large influence on the achievements of the organization. However, the approaches commonly used for selection are either not reporting predictive perfor…
View article: Large Language Models Show Human Behavior
Large Language Models Show Human Behavior Open
Neural networks can approximate any function given sufficiently many hidden units, which implies that they, in theory, can approximate human behavior. Recently, natural language processing has advanced rapidly due to increases in the amoun…
View article: Personality traits of special forces operators: Comparing commandos, candidates, and controls.
Personality traits of special forces operators: Comparing commandos, candidates, and controls. Open
Dutch special forces operators, also known as commandos, perform inmentally and physically tough environments. An important question for recruitment and selection of commandos is whether they have particular personality traits. To answer t…
View article: GiovineItalia/Gadfly.jl: v1.3.4
GiovineItalia/Gadfly.jl: v1.3.4 Open
Gadfly v1.3.4 Diff since v1.3.3 Closed issues: Infer more defaults for univariate distributions (#1489) Geom.label positioning with stacked bar plot (#1547) Gadfly no interactivity in VSCode plot pane (and how to fix it) (#1548) Error rega…