N Japkowicz - … workshop on evaluation methods for machine learning, 2006 - cdn.aaai.org
… The purpose of evaluation in MachineLearning is to determine the usefulness of our … ) or of our learning algorithms on various collections of data sets. Optimally, the evaluation process …
P Flach - Proceedings of the AAAI conference on artificial …, 2019 - aaai.org
… Concentrating on performance evaluation as we do in this paper, let us consider what happens in one of the most common evaluation scenarios in machinelearning: cross-validation of …
JD Novaković, A Veljović, SS Ilić… - … and Applications of …, 2017 - search.proquest.com
… We study the problem of evaluation of different classification models that are used in machine learning. The reason of the model evaluation is to find the optimal solution from various …
M Amini, A Rahmani - … Journal of Engineering and Applied Science, 2023 - papers.ssrn.com
… machinelearning techniques to agricultural databases. W e have designed and implemented a machinelearning … dataset using a variety of machinelearning schemes, and has several …
M Zhu, J Wang, X Yang, Y Zhang, L Zhang… - Eco-Environment & …, 2022 - Elsevier
… used machinelearning algorithms and discuss the applications and performance of machine learning in surface water, groundwater, drinking water, wastewater, and seawater (Fig. 1). …
… and weaknesses of different machinelearning methodologies. We … Finally, we apply a number of established machinelearning … to properly benchmark machinelearning algorithms, and …
W Daelemans, V Hoste - … on Language Resources and Evaluation …, 2002 - biblio.ugent.be
… research is based on the comparison of machinelearning algorithms for some subtask, the … in MachineLearning of Natural Language is to investigate which type of learning algorithm …
… The current heterogeneity in evaluation techniques and metrics leads to difficulty in (… evaluation guidelines for different types of ML-based publications, emphasizing supervised learning…
… machinelearning algorithms. In this paper, the following implemented the machinelearning … to using KDD dataset for implementing machinelearning algorithms and shows how KDD …