Performance evaluation of distance metrics in the clustering algorithms

V Kumar, JK Chhabra, D Kumar - INFOCOMP Journal of …, 2014 - infocomp.dcc.ufla.br
… different distance measures. The results are evaluated and compared using some widely …
performance evaluation metrics such as accuracy, inter-cluster and intra-cluster distance [4]. …

Performance evaluation metrics and statistics for positional tracker evaluation

CJ Needham, RD Boyle - International Conference on Computer Vision …, 2003 - Springer
… This issue is now emerging as a key aspect of tracker performance evaluation. The metrics
… When undertaking performance evaluation of a computer vision system, it is important to …

Performance evaluation of K-means clustering algorithm with various distance metrics

S Kapil, M Chawla - 2016 IEEE 1st international conference on …, 2016 - ieeexplore.ieee.org
… A set with metric is known as metric space [19]. The distance metric plays an important role
in clustering and there are various metric functions are available for clustering. In this paper …

Performance evaluation of distance metrics: application to fingerprint recognition

SD Bharkad, M Kokare - … Journal of Pattern Recognition and Artificial …, 2011 - World Scientific
… After evaluation of 29 distinct distance metrics we found Sorgel distance metric performs …
Our empirical evaluation shows that most of the distance metric gives good recognition rate with …

A metric for performance evaluation of multi-target tracking algorithms

B Ristic, BN Vo, D Clark, BT Vo - IEEE Transactions on Signal …, 2011 - ieeexplore.ieee.org
… The goal of performance evaluation is to measure the distance between two sets of tracks: …
rigorous metric for this purpose. The basis of the proposed distance measure is the recently …

Performance evaluation metrics and approaches for target tracking: A survey

Y Song, Z Hu, T Li, H Fan - Sensors, 2022 - mdpi.com
… on the performance evaluation (PE) of … evaluation of various performance metrics of a
system [13,14], whose significance lies in providing evaluation results of the system performance […

Distance metric based oversampling method for bioinformatics and performance evaluation

MF Tsai, SS Yu - Journal of medical systems, 2016 - Springer
… This research also adopted different distance metrics to classify the same UCI datasets. …
distance metric is used to handle the input data. In this research, four specific distance metrics

Performance evaluation of distance metrics on firefly algorithm for VRP with time windows

D Aggarwal, V Kumar - International Journal of Information Technology, 2021 - Springer
In this paper, a modification in randomness factor is proposed for enhancing the exploitation
capability of firefly algorithm. The proposed approach is applied on Vehicle Routing …

A graph database repository and performance evaluation metrics for graph edit distance

Z Abu-Aisheh, R Raveaux, JY Ramel - … 2015, Beijing, China, May 13-15 …, 2015 - Springer
… of performance evaluation metrics to assess the performance … Moreover, we propose novel
performance evaluation metrics … In Section 4, the different performance evaluation metrics are …

Performance evaluation metrics for multi-objective evolutionary algorithms in search-based software engineering: Systematic literature review

JA Nuh, TW Koh, S Baharom, MH Osman, SN Kew - Applied Sciences, 2021 - mdpi.com
… To answer this RQ, we investigate the number of performance metrics that the SBSE
community employed over the years, we aim to check the number of performance metrics each …