Malaria is a disease caused by the Plasmodium parasite that transmitted female Anopheles mosquitoes. can become dangerous if late have medical treatment. The treatment happened because of misdiagnosis and lack staff, especially in countryside. This problem cause severe malaria has complications. study creates system prediction to classify using Classification Regression Tree (CART) method proba...

ABSTRACT: Quantitative structure-activity relationship (QSAR) study on the piperidone-grafted mono- and bis-spirooxindole-hexahydropyrrolizines as potent butyrylcholinestrase (BuChE) inhibitors were carried out using statistical methods, molecular dynamics and molecular docking simulation. QSAR methodologies, including classification and regression tree (CART), multiple linear regression (MLR),...

one of the most important aspects of software project management is the estimation of cost and time required for running information system. therefore, software managers try to carry estimation based on behavior, properties, and project restrictions. software cost estimation refers to the process of development requirement prediction of software system. various kinds of effort estimation patter...

Decision tree study is a predictive modelling tool that used over many grounds. It constructed through an algorithmic technique divided the dataset in different methods created on varied conditions. Decisions trees are extreme dominant algorithms drop under set of supervised algorithms. However, Trees appearance modest and natural, there nothing identical near how algorithm drives nearby proced...

Introduction A common goal of many clinical research studies is the development of a reliable clinical decision rule, which can be used to classify new patients into clinically-important categories. Examples of such clinical decision rules include triage rules, whether used in the out-of-hospital setting or in the emergency department, and rules used to classify patients into various risk categ...

Background: Due to the importance of medical studies, researchers of this field should be familiar with various types of statistical analyses to select the most appropriate method based on the characteristics of their data sets. Classification and regression trees (CARTs) can be as complementary to regression models. We compared the performance of a logistic regression model and a CART in predi...