Machine learning algorithms performance evaluation in traffic flow prediction

NR Ramchandra, C Rajabhushanam - Materials Today: Proceedings, 2022 - Elsevier
… The performance of the proposed model can be measured by using the accuracy, precision,
recall, and error value metrics of machine learning approaches. From the four approaches, …

Evaluating human versus machine learning performance in classifying research abstracts

YC Goh, XQ Cai, W Theseira, G Ko, KA Khor - Scientometrics, 2020 - Springer
… To ensure that their performance is due to learning from their training set only, we disallowed
peer discussion and internet use. To incentivise both performance and completion, they …

Artificial Intelligence in Education: application in student performance evaluation.

B Sekeroglu, K Dimililer… - … : Educación, Política y …, 2019 - search.ebscohost.com
… By using these algorithms, teachers could build customized curriculums for students who
have different learning abilities. Another study on ML in evaluation of educational techniques …

[HTML][HTML] A comparative performance evaluation of neural network based approach for sentiment classification of online reviews

G Vinodhini, RM Chandrasekaran - … of King Saud University-Computer and …, 2016 - Elsevier
… can be proposed to evaluate the accuracy of classification … to evaluate the various
performance evaluation metrics. … ) are used in this analysis, the performance needs to be proved …

Performance evaluation of supervised machine learning techniques for efficient detection of emotions from online content

MZ Asghar, F Subhan, M Imran, FM Kundi… - arXiv preprint arXiv …, 2019 - arxiv.org
performance degradation. To overcome this issue, this work aims at the evaluation of the
performance of different machine learning … show the performance of different machine learning

Are we learning yet? a meta review of evaluation failures across machine learning

T Liao, R Taori, ID Raji, L Schmidt - Thirty-fifth Conference on …, 2021 - openreview.net
learning evaluations, we use internal validity to refer to validity properties within a learning
… This goes beyond test set performance on an individual learning problem and is anchored …

Performance evaluation of higher education system amid COVID-19: a threat or an opportunity?

BB Gardas, NJ Navimipour - Kybernetes, 2022 - emerald.com
… employ exploratory factor analysis (EFA), confirmatory factor analysis (CFA) … performance.
It is believed that COVID-19 has a profound influence on the educational system's performance

Fuzzy logic for refining the evaluation of learners' performance in online engineering education

A Krouska, C Troussas, C Sgouropoulou - European Journal of …, 2019 - ej-eng.org
… cases, the evaluation of learners’ performance in intelligent … for refining the evaluation of
students’ performance using fuzzy … and objectivity in the evaluation of students’ performance. …

[HTML][HTML] Evaluation of machine learning algorithms for health and wellness applications: A tutorial

J Tohka, M Van Gils - Computers in Biology and Medicine, 2021 - Elsevier
… and disappointments regarding true performance in real-life … on how to assess performance
reliably and efficiently and … both the most relevant performance evaluation criteria as well as …

Performance analysis and error evaluation towards the liver cancer diagnosis using lazy classifiers for ILPD

M Tiwari, P Chakrabarti, T Chakrabarti - … 2018, Kollam, India, April 19–20 …, 2018 - Springer
… The paper [9] described different clustering algorithms for predication on BUPA liver disorder
and ILPD dataset for performance analysis. The simple BIZ model was selected effectively. …