In the first round, λ was set to 0.9, which is a default value suggested in the AP algorithm source code provided in [20], and the pk was then determined as 0.9996. We then fixed the value of pk and set λ to a value in the range of 0.5 to 0.9 to see whether the number of...
In light of the analysis of the accuracy value comparison in Future Internet 2022, 14, 229 14 of 18 the graph in Figure 6, we can see that the accuracy using the Random Forest algorithm the accuracy value is maintained even with the reduction of features using three existing methods. The ...
However, the proposed algorithm needs to be tested across different traffic systems in the world for more distinctive features than those they have considered. Wang et al. [20] discussed the process of purchase decision in subject minds using MRI scanning images through ML methods. Using the ...
An automatic filtering method based on an improved genetic algorithm—With application to rolling bearing fault signal extraction. IEEE Sens. J. 2017, 17, 6340–6349. [CrossRef] 9. Wang, H.; Chen, P. Fuzzy diagnosis method for rotating machinery in variable rotating speed. IEEE Sens. J. ...
Forward Search Strategy of PQ Feature Selection Based on EnI In this paper, the SFS algorithm [35] based on EnI is proposed for PQ feature selection. Firstly, according to the descending sort order of the features based on their important degree, the feature is added to the selected feature...