IMPLEMENTATION K-NEAREST NEIGHBOR AND LINEAR DISCRIMINANT ANALYSIS METHOD FOR CLASSIFICATION TYPE OF WORKS IN JAKARTA
Keywords:
K-Nearest Neighbor, Linear Discriminant Analysis, ClassificationAbstract
In this study, explaining how to implement the classification of types of work in DKI Jakarta using the K-Nearest Neighbor and Linear Discriminant Analysis methods. Types of work are grouped by occupation. After testing the classification of work types, the results of testing accuracy are 50% for the Linear Discrimant Analysis Method and 32% for K-Nearest Neighbor.
References
Nia Rahma Kurnianda & Yunita Sartika Sari. Analysis and Design of Information System for Self-Journal on Food Based Dietary Assessment Record for Diabetes Patients. International Research Journal of Computer Science (IRJCS). Volume 06 Issue 5. 2018
Ranggadara, Indra & Suhendra "Naive Bayes Algorithm with Chi Square and NGram Feature for Reviewing Laptop Product on Amazon Site.".IRJCS, Vol 7, issue 2.2018
William H. Kruskal and Judith M. Tanur, ed. (1982), "Linear Hypotheses," International Encyclopedia of Statistics. Free Press, v. 1,
Lindley, D.V. (1987). "Regression and correlation analysis," New Palgrave: A Dictionary of Economics, v. 4, pp. 120–23.
Birkes, David and Yadolah Dodge, Alternative Methods of Regression. ISBN 0-471-56881-3
Corder, G.W. and Foreman, D.I. (2009).Nonparametric Statistics for Non-Statisticians: A Step-by-Step Approach Wiley, ISBN 978-0-470-45461-9
Draper, N.R. and Smith, H. (1998).Applied Regression Analysis Wiley Series in Probability and Statistics
Fox, J. (2017). Applied Regression Analysis, Linear Models and Related Methods. Sage
Hardle, W., Applied Nonparametric Regression (1990), ISBN 0-521-42950-1
Meade, N. and T. Islam (1995) "Prediction Intervals for Growth Curve Forecasts," Journal of Forecasting, 14, pp. 413–430.
Witten, H.Ian, Eibe, F. and Mark, H., 2011. Data Mining Practical Mechine Learning Tools and Techniques Third Edition (3rd Ed.). Elsevier Inc
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