Generic Binary Classifier Tool For Diagnosis Of Patients Suffering From Brain Disorders In R

被引：0
|
作者：
Borude, Nishant [1 ]
Maher, Chandrakant [1 ]
Sarda, Vishal [1 ]
Santra, Aparna [1 ]
机构：
[1] Coll Engn, Dept Comp Engn & Informat Technol, Pune, Maharashtra, India
来源：
2016 INTERNATIONAL CONFERENCE ON COMPUTING, ANALYTICS AND SECURITY TRENDS (CAST) | 2016年
关键词：
Machine Learning; Weka; Caret; Scikit Learn;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The idea behind this tool is to make a generic classifier which can be used to diagnose patients suffering from brain disorders. We have created a tool which uses machine learning algorithms from Weka, Caret and Scikit Learn from Java, R and Python respectively and combines the three packages into one R package which provides the functionality of classifying the patients suffering from brain disorders. The tool can be used as a standalone application for classification of any binary class data as well. On providing appropriate training data and labels for classification, user may use the tool according to his or her need.
引用
收藏
页码：173 / 178
页数：6
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