Heart Disease Prediction using Data Mining Techniques: Data Mining Techniques - Softcover

Kaur, Amandeep; Kumar, Rakesh

Softcover

ISBN 10: 620811697X ISBN 13: 9786208116972

Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

Heart disease is a common cause of death for people around the world. The overall examination on reasons for death because of coronary illness has been watched that it is the real reason for death. Analysis of these issues at beginning period helps the doctors in treating it at starting stage and to enhance the patient's wellbeing. In this manner the need to treat coronary illness that is found in individuals which precise entangled issues, if overlooked at beginning time. Different Data Mining Techniques can be used to analyze heart related issues. The essential point is an analysis of the Data Mining technique which is generally exact. There are different types of Data Mining Techniques such as Decision Tree, Naïve Bayesian, Support Vector Machine (SVM), K-NN classifier, Hybrid Approach, Artificial Neural Network ANN). In this book, we analyze different classification algorithms.

Über diesen Titel

Über die Autorin bzw. den Autor

Er. Amandeep Kaur and I've been working as an Assistant Professor since 2018 in Computer Science and Engineering. I've experience of more than 6 years. I do work in various capacities at various institutes. Research areas are Data Mining, Machine Learning at multiple scales. Currently, I'm working in Chandigarh University as an Assistant Professor.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 620811697X
• ISBN 13: 9786208116972
• Einband: Taschenbuch
• Anzahl der Seiten: 60
• Kontakt zum Hersteller: SIA OmniScriptum Publishing; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland