Results 11 to 20 of about 10,309 (278)

Classification and Regression Trees (CART) Algorithm for Employee Selection

Journal of Applied Intelligent System, 2022
Recruitment is the main key in an effort to improve the quality of human resources in a company. Good or bad employees greatly affect the quality of the company. Therefore, it is necessary to be thorough and take a long time in screening applicants in order to get competent, professional and as expected prospective employees.
Aulia Rahmawati, Rizal Muhammad Affandi, Dea Debora Aprillia, Daffa Maulana, Zudha Pratama, Moch. Sjamsul Hidajat   +5 more
openaire   +1 more source

Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference [PDF]

, 2009
This paper presents a fault diagnosis method based on adaptive neuro-fuzzy inference system (ANFIS) in combination with decision trees. Classification and regression tree (CART) which is one of the decision tree methods is used as a feature selection ...
Yang, Bo-Suk, Tan, Andy Chit Chiow, Tran, Van, Tran, Van Tung, Oh, Myung-Suck, Tan, Andy   +5 more
core   +1 more source

Classification of Malaria Complication Using CART (Classification and Regression Tree) and Naïve Bayes

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2021
Malaria is a disease caused by the Plasmodium parasite that transmitted by female Anopheles mosquitoes. Malaria can become a dangerous disease if late have the medical treatment. The late medical treatment happened because of misdiagnosis and lack of medical staff, especially in the countryside.
Irmanita, Rachmadania, Sri Suryani Prasetiyowati, Yuliant Sibaroni   +2 more
openaire   +4 more sources

Multi-step ahead direct prediction for machine condition prognosis using regression trees and neuro-fuzzy systems [PDF]

, 2009
This paper presents an approach to predict the operating conditions of machine based on classification and regression trees (CART) and adaptive neuro-fuzzy inference system (ANFIS) in association with direct prediction strategy for multi-step ahead ...
Yang, Bo-Suk, Tan, Andy Chit Chiow, Tran, Van Tung, Tran, Van, Tan, Andy   +4 more
core   +1 more source

A Classification and regression trees (CART) model of parallel structure and long-term prediction prognosis of machine condition [PDF]

, 2010
This paper presents a combined prediction model involving the parallel of classification and regression trees (CART) model, namely p-CART, and a long-term direct prediction methodology of time series techniques to predict the future stages of the machine’
Yang, Bo-Suk, Tran, Van, Tran, Van Tung, Tan, Andy   +3 more
core   +1 more source

Pemanfaatan google earth engine untuk pemantauan lahan agroforestri dalam skema perhutanan sosial

Majalah Geografi Indonesia, 2022
Abstrak. Strategi pengelolaan hutan secara agroforestri dalam skema Perhutanan Sosial (PS)  perlu dipantau menggunakan  teknologi penginderaan jauh. Teknologi analisis citra penginderaan jauh dan teknologi informasi saat ini telah berkembang ke dalam ...
Ahmad Rizaldi, Arief Darmawan, Hari Kaskoyo, Agus Setiawan   +3 more
doaj   +1 more source

Assessment of Students’ Achievements and Competencies in Mathematics Using CART and CART Ensembles and Bagging with Combined Model Improvement by MARS

Mathematics, 2020
The aim of this study is to evaluate students’ achievements in mathematics using three machine learning regression methods: classification and regression trees (CART), CART ensembles and bagging (CART-EB) and multivariate adaptive regression splines ...
Snezhana Gocheva-Ilieva, Hristina Kulina, Atanas Ivanov   +2 more
doaj   +1 more source

Machine Learning Models Based on Random Forest Feature Selection and Bayesian Optimization for Predicting Daily Global Solar Radiation

International Journal of Renewable Energy Development, 2022
Prediction of daily global solar radiation  with simple and highly accurate models would be beneficial for solar energy conversion systems. In this paper, we proposed a hybrid machine learning methodology integrating two feature selection methods and a ...
Mohamed Chaibi, El Mahjoub Benghoulam, Lhoussaine Tarik, Mohamed Berrada, Abdellah El Hmaidi   +4 more
doaj   +1 more source

Stratification of the severity of critically ill patients with classification trees

BMC Medical Research Methodology, 2009
Background Development of three classification trees (CT) based on the CART (Classification and Regression Trees), CHAID (Chi-Square Automatic Interaction Detection) and C4.5 methodologies for the calculation of probability of hospital mortality; the ...
March Jaume, Serviá Luis, Badia Mariona, Trujillano Javier, Rodriguez-Pozo Angel   +4 more
doaj   +1 more source

Extension of CART using multiple splits under order restrictions [PDF]

, 2003
CART was introduced by Breiman et al. (1984) as a classification tool. It divides the whole sample recursively in two subpopulations by finding the best possible split with respect to a optimisation criterion.
Salanti, Georgia, Strobl, R., Salanti, G., Ulm, Kurt   +3 more
core   +1 more source