Archive:: Machine Learning Research:: Science Publishing Group

Volume 7, Issue 1, June 2022

Automated Machine Learning Models and State-Of-The-Art Effort in Mitigating Combined Algorithm Selection and Hyperparameter Optimization Problems: A Review

Nwokonkwo Obi Chukwuemeka, John-Otumu Adetokunbo MacGregor, Nnadi Leonard Chukwualuka, Ogene Ferguson

Issue: Volume 7, Issue 1, June 2022

Pages: 1-7

Received: 20 December 2021

Accepted: 8 January 2022

Published: 14 January 2022

DOI: 10.11648/j.mlr.20220701.11

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Abstract: Automated machine learning (AutoML) models is one of several machine learning algorithms that can be used to automate the solution of real-world problems. It automates the selection, composition, and parameterization processes of the machine learning models in particular. Machine learning could be more user-friendly when it is automated, and it oft... Show More

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Enhanced Machine Learning Algorithm for Translation of English to Igbo Language

Orji Ifeoma Maryann, Sylvanus Okwudili Anigbogu, Ekwealor Oluchukwu Uzoamaka, Chidi Ukamaka Betrand

Issue: Volume 7, Issue 1, June 2022

Pages: 8-14

Received: 31 March 2022

Accepted: 20 April 2022

Published: 12 May 2022

DOI: 10.11648/j.mlr.20220701.12

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Abstract: The research has designed a system that has done a morphological analysis of noun phrase and compound verb. Also, the system designed will translate a whole sentence indicating which words are noun and verb in it. Clustering was an unsupervised technique which was used to translate from English to Igbo language. In order to obtain our desired motiv... Show More

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