Multicriteria Machine Learning Model Assessment—Residuum Analysis Review
Jan Kaniuka,
Jakub Ostrysz,
Maciej Groszyk
et al.
Abstract:The use of machine learning (ML) and its applications is one of the leading research areas nowadays. Neural networks have recently gained enormous popularity and many works in various fields use them in the hope of improving previous results. The application of the artificial intelligence (AI) methods and the rationale for this decision is one issue, but the assessment of such a model is a completely different matter. People mostly use mean square error or less often mean absolute error in the absolute or perc… Show more
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