An Efficient Approach of Decision Tree for Classifying Brain Tumors
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 3, Issue 2
Abstract
Decision Trees are considered to be one of the most popular approaches for representing classifiers. Statistics, machine learning, pattern recognition, and Data Mining have dealt with the issue of growing a decision tree from available data. The purpose of this work is to present an updated survey of current methods for constructing decision tree for classifying brain tumours. The main focus is on solving the cancer classification problem using single decision tree classifiers (CART and Random algorithm) showing strengths and weaknesses of the proposed methodologies when compared to other popular classification methods. This paper presents a literature review of articles related to the use of decision tree classifiers which classifies brain tumours into main categories.
Authors and Affiliations
Pravin N. Chunarkar
Keywords
Related Articles
- EP ID EP100886
- DOI -
- Views 89
- Downloads 0
DAC: Generic and Automatic Address Configuration for Data Center Networks
DAC, a generic and automatic Data center Address Configuration system. With an automatically generated blueprint that defines the connections of servers and switches labeled by logical Ids, e.g., IP addresses, DAC first...
Vulnerable Security Aspects of Windows
With the advancement in technology we are having everything available on a single click. Instead of wasting a lot of time while standing in a queue for a task to be done now we just have to open our device and co...
LINEAR PREDICTIVE CODING
Linear predictive coding (LPC) is defined as a digital method for encoding an analog signal in which a particular value is predicted by a linear function of the past values of the signal. It was first proposed as...
Role Of Pattern Recognition In Computer V
Pattern recognition is a well known technique used for solving various problems . Computer virus problem is a big issue that is needed to be handled
SYNTHESIS OF LEAD SELENIDE WITH SURFACTANT (SDS) BY HYDROTHERMAL METHOD
Lead Selenide nano cubes were synthesized by using convenient lead soruce i.e., lead acetatate along with Sodium dodecyl sulfate (SDS) as a surfactant by a simple hydrothermal technique. The as prepared nanopartic...