Tridharma:

Isometric Contraction ankle joint in Cerebral Palsy using Naive Bayes

Wawan Gunawan, S.Kom., M.T.
Isometric Contraction ankle joint in Cerebral Palsy using Naive Bayes
10 May 2024 17:05:24 0 Comments Artikel Ilmiah 72 Administrator

Isometric Contraction ankle joint in Cerebral Palsy using Naive Bayes

Diikutsertakan sama Cak Imin pada penelitiannya berjudul Isometric Contraction ankle joint in Cerebral Palsy using Naive Bayes

 

Cerebral palsy is an abnormal brain development or brain damage that affects the sufferer's ability to move and maintain their balance and posture. Spastic Cerebral Palsy is a type of Cerebral Palsy that has brain damage and muscle stiffness. These muscles become stiff because the message to the muscles is delivered incorrectly by the damaged part of the brain. The purpose of this study is to classify isometric contractions in Spastic Cerebral Palsy (SCP) children aged 5-15 years with GMFCS levels at levels 1 and 2 using the Naive Bayes Algorithm while the dataset used is open public, namely Mendeley Data Repository, there are 24 attributes used to classify isometric contractions of the ankle joint in SCP children. Existing data is divided into training data and test data based on hold out validation. Based on the classification results, Naive Bayes with a training and test data ratio of 1: 1 produced the highest accuracy of 84%.

 

http://injoit.org/index.php/j1/article/view/1780

0 Komentar

Tinggalkan Pesan

Portofolio kami

Team kami

Wawan Gunawan, S.Kom., M.T. Programmer

Wawan Gunawan, S.Kom., M.T.

M. Rizki Awaludin Programmer

M. Rizki Awaludin

Muhammad Sodiq Romadhoni Programmer

Muhammad Sodiq Romadhoni