| Scholar Name | K Shah |
| Department | Computer Engineering |
| Reseach Area | Data mining |
| Supervisor Name | Dr. Kajal Patel |
| Title | Design, Analyze and Implement Efficient Data Classification Method for Relational Data with Multi View Learning |
| Abstract | A need of multirelational classification algorithm arise that learns relational data and predict class labels for relational tuple. For relational classification, various techniques are available that include flattening relational data, upgrading existing algorithm, and multiview learning. This paper presents comparative analysis of these techniques and algorithms in detail and shows that multiview based algorithms outperform other algorithms. By implementing multiview based algorithms it is demonstrated that these algorithms achieve higher accuracy for binary class classification than multiclass classification. |