Classification with Similarity Metrics
Classification belongs to the core machine-learning topics; we investigate if and which mathematical similarity metric produces human-like good classification performance....
18 August, 2022
Archive
Power Simulations for Machine-learning Modeling
A roadmap for obtaining the required sample size for mathematical and machine-learning data modelers through simulation....
18 August, 2022
Open-source Software to Model Cognition and Behavior using Machine-learning
Open-source software package (R) to model cognition and behavior using machine-learning methods....
18 August, 2022
A Bayesian Classifier that Learns the Task Structure
A robust machine-learning classification algorithm that adapts its mathematical simplicity by learning the structure of the task at hand -- adding to our understanding of how people learn complex information....
17 August, 2022