-
7/22/2019 Increasing Accuracy and performance in cluster with
high dimensional data
1/10
Increasing Accuracy and
Performance in Cluster with High
Dimensional Data
Guided By
Mr.R.SelvarajM.E
Submitted ByB.Ashokkumaar
(811212405002)
-
7/22/2019 Increasing Accuracy and performance in cluster with
high dimensional data
2/10
CONTENT
Abstract
Introduction
Literature Survey
Problem Definition
Existing System
Proposed System
Conclusion
Reference
-
7/22/2019 Increasing Accuracy and performance in cluster with
high dimensional data
3/10
ABSTRACT
Increase Accuracy
Assigning initial centroid
Using RAND INDEX
Maximize the performance
-
7/22/2019 Increasing Accuracy and performance in cluster with
high dimensional data
4/10
INTRODUCTION
Accurate Information
Speeding up the result
Low time Complexity
-
7/22/2019 Increasing Accuracy and performance in cluster with
high dimensional data
5/10
Literature Survey
-
7/22/2019 Increasing Accuracy and performance in cluster with
high dimensional data
6/10
Problem Definition
Existing System
Efficiency
Effective
Drawback is Accuracy and
Performance
-
7/22/2019 Increasing Accuracy and performance in cluster with
high dimensional data
7/10
Problem Definition
Proposed System
Accuracy and Peformance withEfficiency and Effectiveness
Improving these by usingAlgorithms
-
7/22/2019 Increasing Accuracy and performance in cluster with
high dimensional data
8/10
CONCLUSION
Assigning Centroid
Solution with accuracy and
complexity of cluster in highdimensional data.
-
7/22/2019 Increasing Accuracy and performance in cluster with
high dimensional data
9/10
REFERENCES1.Qinbao Song, Jingjie Ni and Guangtao Wang, A
Fast
clustering based feature subset selection algorithm for
highdimentional data, IEEE transaction on knowledge anddata
engineering Vol25 No1 2013.
2.Tajunisha.n Saravanan.V.,A New approach to improve the
clustering accuracy using information genes forunsupervised
microarray data sets, Internation journal ofadvanced science and
technology vol 27 feb,2011.
3.Samir Brahim Belhaouari, Fast and accuracy control
chartpattern recognition using a new cluster k-nearestneighbor,
World academy of science, Enineering andtechnology 25 2009.
4.Andrew McCallum, Kamal nigam, Lyle H.ungar,
Efficientclustering high-dimensional data sets with application
toreference matching,
-
7/22/2019 Increasing Accuracy and performance in cluster with
high dimensional data
10/10
THANK YOU
