Breast Cancer Prediction Using Genetic algorithm in machine learning
(Sprache: Englisch)
Breast cancer prediction is an open area of research. Breast cancer is a classification problem which can be solved by machine learning models like a decision tree, random forest, support vector machine, and many more models. Each machine learning model has...
Leider schon ausverkauft
versandkostenfrei
Buch
39.90 €
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenlose Rücksendung
Produktdetails
Produktinformationen zu „Breast Cancer Prediction Using Genetic algorithm in machine learning “
Klappentext zu „Breast Cancer Prediction Using Genetic algorithm in machine learning “
Breast cancer prediction is an open area of research. Breast cancer is a classification problem which can be solved by machine learning models like a decision tree, random forest, support vector machine, and many more models. Each machine learning model has its own merits and demerits. In breast cancer prediction we need to improve the accuracy of models, so we use here ensemble method which combines predictions of multiple models. An ensemble is a method to increase the prediction accuracy of the breast cancer. In this study, a new technique is introduced to genetic algorithm based weighted average ensemble method of classification data set which overcame the limitations of classical weighted average method. Genetic algorithm based weighted average method is used for the prediction of multiple models. The comparison between Particle swarm optimization (PSO), differential evolution (DE) and Genetic algorithm(GA) and it is concluded that the genetic algorithm outperforms for weighted average methods. One more comparison between classical ensemble method and GA based weighted average method and it is concluded that GA based weighted average methods outperforms.
Autoren-Porträt von Pragya Chauhan
Chauhan, PragyaI am extremely glad to lay hand in this important topic of breast cancer. I am beginner in research field. I had started research in machine leaning field. I have done my MTECH from Rajasthan Technical University, Kota, India. By keeping my confidence I poured my entire zeal and enthusiasm to give my best to the ailing society of the women.
Bibliographische Angaben
- Autor: Pragya Chauhan
- 2019, 76 Seiten, Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: LAP Lambert Academic Publishing
- ISBN-10: 6139458889
- ISBN-13: 9786139458882
Sprache:
Englisch
Kommentar zu "Breast Cancer Prediction Using Genetic algorithm in machine learning"
0 Gebrauchte Artikel zu „Breast Cancer Prediction Using Genetic algorithm in machine learning“
Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
---|
Schreiben Sie einen Kommentar zu "Breast Cancer Prediction Using Genetic algorithm in machine learning".
Kommentar verfassen