Downloads: 107
Comparative Studies | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014
Comparative Study of Soft Computing Techniques on Medical Datasets
Mangesh Metkari, M.A. Pradhan
Abstract: Data classification is process of dividing dataset into two or more different classes where each class contains similar type of data items. In this paper we compare the different classification technique using the WEKA tool that will be helpful for decision making in medical diagnosis. WEKA is open source tool providing classification using soft computing technique for data mining process. Our goal is to analysis of the performance of different classifiers on different medical datasets. The analysis is done for five different medical datasets with four different classifiers in terms of the execution time, correctly classified, incorrectly classified and the mean absolute error. From the obtained results of classifiers we conclude that KNN is the effective classifier for medical dataset than other classifiers we used for the analysis.
Keywords: Random Forest, KNN, Multilayer Perceptrons, Classifier
Edition: Volume 3 Issue 12, December 2014,
Pages: 761 - 765
How to Cite this Article?
Mangesh Metkari, M.A. Pradhan, "Comparative Study of Soft Computing Techniques on Medical Datasets", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SUB14439, Volume 3 Issue 12, December 2014, 761 - 765
How to Share this Article?
Similar Articles with Keyword 'Random Forest'
Downloads: 145 | Weekly Hits: ⮙1 | Monthly Hits: ⮙7
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 523 | Weekly Hits: ⮙1 | Monthly Hits: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
Similar Articles with Keyword 'KNN'
Downloads: 523 | Weekly Hits: ⮙1 | Monthly Hits: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
Downloads: 6
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 314 - 318Parkinson Disease Detection Using Machine Learning Algorithms
Yatharth Nakul, Ankit Gupta, Hritik Sachdeva
Similar Articles with Keyword 'Classifier'
Downloads: 145 | Weekly Hits: ⮙1 | Monthly Hits: ⮙7
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 523 | Weekly Hits: ⮙1 | Monthly Hits: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
Similar Articles with Keyword 'Random'
Downloads: 145 | Weekly Hits: ⮙1 | Monthly Hits: ⮙7
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 523 | Weekly Hits: ⮙1 | Monthly Hits: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
Similar Articles with Keyword 'Forest'
Downloads: 145 | Weekly Hits: ⮙1 | Monthly Hits: ⮙7
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 523 | Weekly Hits: ⮙1 | Monthly Hits: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj