Equations are not being displayed properly on some articles. We hope to have this fixed soon. Our apologies.

Bagadi, R. (2017). Using the Appropriate Norm In The K-Nearest Neighbours Analysis. ISSN 1751-3030. PHILICA.COM Observation number 180.

ISSN 1751-3030  
Log in  
Register  
  1167 Articles and Observations available | Content last updated 22 August, 07:09  
Philica entries accessed 3 236 229 times  


NEWS: The SOAP Project, in collaboration with CERN, are conducting a survey on open-access publishing. Please take a moment to give them your views

Submit an Article or Observation

We aim to suit all browsers, but recommend Firefox particularly:

Using the Appropriate Norm In The K-Nearest Neighbours Analysis. ISSN 1751-3030

Ramesh Chandra Bagadiunconfirmed user (Physics, Engineering Mechanics, Civil & Environmental Engineering, University of Wisconsin)

Published in compu.philica.com

Observation
Using the Appropriate Norm In The K-Nearest Neighbours Analysis

Author:
Ramesh Chandra Bagadi
Data Scientist
INSOFE (International School Of Engineering),
Hyderabad, India.
rameshcbagadi@uwalumni.com
+91 9440032711

One can note that in most literature about K-Nearest Neighbours Analysis, the author’s usually take the Euclidean Distance (the L2 Norm) for the nearness analysis. However, we should know that not all Sets under investigation are continuous in nature and some take quantized values. Hence, for a given set of points, we should first find the quantized field function which gives the set of concern as its eigen spectra. For such Quantum Field function, we can construct the appropriate Metric that satisfies the given set of points. Now from this Metric, we can construct the appropriate Norm for considering the Nearness Analysis.

Given any set of points, we first find a function whose roots are the given set of points. For this Function, we find the Force Field that creates this aforementioned function. When we solve such Force Field’s Field Equations, we get the desired Metric as a solution. We slate the distance metric for the given set of points using this thusly found Metric.

References
1. http://www.philica.com/advancedsearch.php?author=12897
2. http://www.vixra.org/author/ramesh_chandra_bagadi

Information about this Observation
This Observation has not yet been peer-reviewed
This Observation was published on 19th July, 2017 at 10:54:38 and has been viewed 220 times.

Creative Commons License
This work is licensed under a Creative Commons Attribution 2.5 License.
The full citation for this Observation is:
Bagadi, R. (2017). Using the Appropriate Norm In The K-Nearest Neighbours Analysis. ISSN 1751-3030. PHILICA.COM Observation number 180.


<< Go back Review this ObservationPrinter-friendlyReport this Observation



Website copyright © 2006-07 Philica; authors retain the rights to their work under this Creative Commons License and reviews are copyleft under the GNU free documentation license.
Using this site indicates acceptance of our Terms and Conditions.

This page was generated in 0.3349 seconds.