Decision Tree Models for Medical Diagnosis
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2019, Vol 3, Issue 3
Abstract
Data mining techniques are rapidly developed for many applications. In recent year, Data mining in healthcare is an emerging field research and development of intelligent medical diagnosis system. Classification is the major research topic in data mining. Decision trees are popular methods for classification. In this paper many decision tree classifiers are used for diagnosis of medical datasets. AD Tree, J48, NB Tree, Random Tree and Random Forest algorithms are used for analysis of medical dataset. Heart disease dataset, Diabetes dataset and Hepatitis disorder dataset are used to test the decision tree models. by Aung Nway Oo | Thin Naing ""Decision Tree Models for Medical Diagnosis"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-3 , April 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23510.pdf Paper URL: https://www.ijtsrd.com/computer-science/data-miining/23510/decision-tree-models-for-medical-diagnosis/aung-nway-oo"
Authors and Affiliations
Keywords
Related Articles
- EP ID EP586662
- DOI 10.31142/ijtsrd23510
- Views 74
- Downloads 0
Expert Finding System
Current education system turning to the digital learning technique. E-learning is one of the most widely used methods for the education. E-learning gives experience as individual learning at any time as well as anywhere,...
The Analysis of Behavioural Finance Theory and its Impacts on Returns on Investment in Selected Businesses in Yola Metropolis Nigeria
The main aim of this paper is to analyse the behavioural finance theory and its impact on return on investments. Other objectives of this work are to assess the extent to which psychology of the mind of an investor affec...
Impact of Message Size on Least Significant Bit and Chaotic Logistic Mapping Steganographic Technique
Steganography is the technique of hiding information in other objects. Although many carrier objects can be used, digital images are the most popular because of their usage over the internet. For this purpose, many types...
Effect of Twisted Tape Insert on Heat Transfer Enhancement in Counter Flow Co Axial Double Pipe Heat Exchanger using CFD
The twisted tape has great potential as a device for enhancing heat transfer. Twisted tapes hold the advantage over other techniques as they ease of installation and operation. From the previous studies, it is also found...
A Novel Design of a 4 Bit Reversible ALU using Kogge-Stone Adder
Reversible circuits are one promising direction withapplications in the field of low-power design or quantumcomputation. However, no real design flow for this new kind ofcircuits exists so far. Significant contributions...