Search Results for author: Claudio Angione

Found 2 papers, 2 papers with code

A pipeline and comparative study of 12 machine learning models for text classification

1 code implementation4 Apr 2022 Annalisa Occhipinti, Louis Rogers, Claudio Angione

Our study aims to provide a new methodology to investigate and optimise the effect of different feature sizes and hyperparameters in machine learning classifiers that are widely used in text classification problems.

BIG-bench Machine Learning text-classification +1

Using Machine Learning to Emulate Agent-Based Simulations

1 code implementation5 May 2020 Claudio Angione, Eric Silverman, Elisabeth Yaneske

Here we compare multiple machine-learning methods for ABM emulation in order to determine the approaches best suited to emulating the complex behaviour of ABMs.

BIG-bench Machine Learning

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