slugCancer prediction Based on Gene Expression data Through Association Rule Based classification and Fuzzy Rough Set Attribute Reduction on Information Gain Ratio
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 4
Abstract
Data mining hast vast number of application in the area of medical science. This paper mainly aim to predict cancer type based on gene expression data. For attribute selection Information gain ratio on fuzzy rough set theory is used. From the selected gene classification is performed by using association rule ,rule is created by using apriori algorithm. These algorithm is compared with some algorithm and accuracy is evaluated.
Authors and Affiliations
Neethu Innocent, Mathew Kurian
Keywords
Related Articles
- EP ID EP17827
- DOI -
- Views 340
- Downloads 11
A Review on Various Fingerprint Recognition and Enhancement Techniques
Fingerprint image enhancement is required to make the image clearer for subsequent operations. Since the fingerprint images obtained from sensors or the other media are not assured with perfect quality, the various enha...
Synthesis and Thermo Mechanical Behaviour of Shape Memory Alloys: A Review
Shape memory alloys (SMAs) are a novel functional material and have found increasing applications in many areas. They are a unique class of materials with the ability to recover their shape when the temperature is incre...
Environmental Assessment & Impact of Lakes in Jabalpur
Water is essential for life. Contamination of such water sources is a big problem creating health hazards. Hence the present study was undertaken to characterize the parameters of five historical lakes of Jabalpur city....
An Efficient Scheme for Ensuring Distributed Accountability for Data Sharing in the Cloud
Cloud computing is that the use of computing of sources (hardware and software) that area unit delivered as a service over a network (typically the internet).It permits extremely climbable services to be simply consumed...
Scheduling In Cloud Based On Hyper Heuristics
Traditional scheduling algorithms are used for scheduling tasks in many cloud computing systems. They are used mainly because of their simplicity and easiness to implement. Heuristics when applied to these algorithms th...