The accuracy of machine learning models relies on hyperparameter tuning: student result classification using random forest, randomized search, grid search, bayesian, genetic, and optuna algorithms.

Autor: Rimal, Yagyanath, Sharma, Navneet, Alsadoon, Abeer

Publikováno v: Multimedia Tools & Applications; Sep2024, Vol. 83 Issue 30, p74349-74364, 16p

Machine learning model matters its accuracy: a comparative study of ensemble learning and AutoML using heart disease prediction.

Autor: Rimal, Yagyanath, Paudel, Siddhartha, Sharma, Navneet, Alsadoon, Abeer

Publikováno v: Multimedia Tools & Applications; Apr2024, Vol. 83 Issue 12, p35025-35042, 18p

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Chapter 6 - Animated line, bar, and bubble plots for better COVID case analysis: Using R programming

Autor: Rimal, Yagyanath, Arif, Muhammad, Jain, Anubha

Publikováno v: In Biomedical Engineering Applications for People with Disabilities and the Elderly in the COVID-19 Pandemic and Beyond 2022:57-65

Contributors

Autor: Abiodun, Moses Kareem, Agache, Gheorghe, Adeniyi, Abidemi Emmanuel, Agop, Maricel, Ajamu, Gbemisola Janet, Apopei, Teodora, Arif, Muhammad, Avasthi, Sandhya, Awotunde, Joseph Bamidele, Ayo, Femi Emmanuel, Balas, Valentina Emilia, Beena, S., Buzea, Calin Gheorghe, Cazacu, Marius Mihai, Chauhan, Ritu, Chiş, Roxana, Cimpoeşu, Nicanor, Cimpoeşu, Ramona, Constantinescu, Mihai, Cotov, Anastasia, Curea, Sorin, Demeter, Edgar, Dhanda, Namrata, Dhir, Kanav, Dughi, Tiberiu, Egerău, Anca, Elahi, Haroon, Enache, Armand, Geman, Oana, Ghai, Deepika, Girija, R., Hnatiuc, Mihaela, Holubiac, Iulian Ştefan, Iancu, Dragos Teodor, Iancu, Roxana Irina, Ignisha Rajathi, G., Iqram, Sadaf, Izdrui, Diana Roxana, Jain, Anubha, Jayalakshmi, S.L., Jeyakumar, Vijay, Johny Elton, R., Leuciuc, Florin Valentin, Lile, Ramona, Maier, Roxana, Marineanu, Vasile, Mendiratta, Namrata, Mireştean, Camil Ciprian, Naaji, Antoanela, Nastase, Simona, Nirmala, K., Nithya, R., Ogundokun, Opeyemi Eyitayo, Ogundokun, Roseline Oluwaseun, Paraschiv, Ciprian, Paraschiv, Petronela, Popescu, Marius, Postolache, Octavian-Adrian, Potorac, Alin Dan, Prelipceanu, Marius, Rad, Dana, Rad, Gavril, Rimal, Yagyanath, Roman, Alina, Sala, Adi, Santhy, A., Sanwal, Tanushree, Silişteanu, Sînziana-Călina, Toderici, Ovidiu, Tripathi, Suman Lata, Vedhapriyavadhana, R., Venkatraman, Yegnanarayanan, Vicoveanu, Dragoş, Vizitiu, Elena, Yegnanarayanan, Krithicaa Narayanaa

Publikováno v: In Biomedical Engineering Applications for People with Disabilities and the Elderly in the COVID-19 Pandemic and Beyond 2022:xiii-xv