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01/11/2023
The Berkelmans-Pries Feature Importance Method: A Generic Measure of Informativeness of Features
Over the past few years, the use of machine learning models has emerged ...
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01/09/2023
The Optimal Input-Independent Baseline for Binary Classification: The Dutch Draw
Before any binary classification model is taken into practice, it is imp...
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03/24/2022
The Dutch Draw: Constructing a Universal Baseline for Binary Prediction Models
Novel prediction methods should always be compared to a baseline to know...
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03/23/2022
The BP Dependency Function: a Generic Measure of Dependence between Random Variables
Measuring and quantifying dependencies between random variables (RV's) c...
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08/13/2021
Jasmine: A New Active Learning Approach to Combat Cybercrime
Over the past decade, the advent of cybercrime has accelarated the resea...
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03/15/2021