Comparison of Prediction Success Performances for Classification Methods
Journal Title: International Journal of Engineering and Science Invention - Year 2018, Vol 7, Issue 12
Abstract
Methods such as obtaining meaningful data from databases, applying preprocesses to data, classification of data, estimating classes of new data using existing data are important issues in data mining. In the classification techniques, it is aimed to find the most appropriate class information according to the predefined class information of the data compared to other data mining techniques, clustering and association rules. A correctly trained model will provide more accurate classification of new data. In this study, many classification methods such as Desicion Trees, Generilazed Linear Model, Navie Bayes, Random Forest have been used in the classification of car dataset and performance comparison of these methods has been made.
Authors and Affiliations
Ayşe Eldem
Keywords
Related Articles
- EP ID EP428891
- DOI -
- Views 90
- Downloads 0
A Review On Acrlamide Based Hydrogel- Structural Feature,Chemistry, Synthyesis and Its Application
This paper is a collation and compilation of the research papers in which we tried to review the absorption behavior of acrylamide and its N-substituted derivatives hydrogels for various applications such as heavy metal...
Retrofitting of RCC Beams Weak in Shear with BFRP Wraps
This paper present an experimental investigation on retrofitting RCC beam weak in shear using BFRP wraps. BFRP stands for basalt fiber reinforced polymer. Six number of RCC beams of size 100x100x750mm were prepared and t...
Quantification of increase in blood pressure due to urban air pollution with reduction in peak expiratory flow rate of lungs
Urban air pollution is one of the main causes of respiratory problems and selected cardiovascular diseases. Due to damage to respiratory system various pulmonary function values are reduced. Persons with lower pulmonary...
Certain Subclasses of Analytic Multivalent Functions using Generalized Differential Operator
In this paper, we define a new subclass of analytic multivalent functions usinggeneralized Salagean differential operator. Coefficient inequalities, sufficient condition, distortion theorems,radii of starlikeness, convex...
A Brief Review on Bio-Medical Application of Radar
Since, The Radar Was Invented It Was Associated With The Military And Defenceapplications. The Revolution Ofradar Then Offered Medical And Industrial Application Which Ledto Intelligent Environment To Monitor And React O...