GrpClassifierEC: a novel classification approach based on the ensemble clustering space.

Conclusions: Our algorithm can be integrated with many other algorithms. In this research, we use only the k-means clustering algorithm with different k values. In future research, we propose several directions: (1) checking the effect of the clustering algorithm to build an ensemble clustering space. (2) Finding poor clustering results based on the training data, (3) reducing the volume of the data by combining similar points based on the EC.
Availability and implementation: The KNIME workflow, implementing GrpClassifierEC, is available at https://malikyousef.com.
PMID: 32082410 [PubMed]

Source: Algorithms for Molecular Biology : AMB - February 23, 2020 Category: Molecular Biology Authors: Abdallah L, Yousef M Tags: Algorithms Mol Biol Source Type: research