High-accuracy classification of thread quality in tapping processes with ensembles of classifiers for imbalanced learning
Sign Up to like & getrecommendations! Published in 2021 at "Measurement"
DOI: 10.1016/j.measurement.2020.108328
Abstract: Abstract Industrial threading processes that use cutting taps are in high demand. However, industrial conditions differ markedly from laboratory conditions. In this study, a machine-learning solution is presented for the correct classification of threads, based… read more here.
Keywords: quality; high accuracy; accuracy classification; ensembles classifiers ... See more keywords
Benchmarking Analysis of the Accuracy of Classification Methods Related to Entropy
Sign Up to like & getrecommendations! Published in 2021 at "Entropy"
DOI: 10.3390/e23070850
Abstract: In the machine learning literature we can find numerous methods to solve classification problems. We propose two new performance measures to analyze such methods. These measures are defined by using the concept of proportional reduction… read more here.
Keywords: classification; accuracy classification; analysis accuracy; entropy dataset ... See more keywords