Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Priyadarshini Mahalingam"'
Publikováno v:
Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering. 236:1807-1818
This article illustrates the importance of exploratory data analysis as the key step in the data validation process and also for further model development. Descriptive statistics is performed by applying the exploratory data analysis approach to a da
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::34e63f0c9134edf697aa97efb0414a1a
https://doi.org/10.1177/09596518221117326
https://doi.org/10.1177/09596518221117326
Publikováno v:
2021 IEEE Madras Section Conference (MASCON).
In this paper, the effect of overfitting displayed by a decision tree classifier model is studied and the method of resampling technique to eliminate the overfitting is implemented in the pre-pruning stage of the algorithm. The classifier is built fo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7c65f33e885d5d8023d258f856daf28f
https://doi.org/10.1109/mascon51689.2021.9563557
https://doi.org/10.1109/mascon51689.2021.9563557
Publikováno v:
Advances in Automation, Signal Processing, Instrumentation, and Control ISBN: 9789811582202
Availability of data from sensors is becoming easy and in abundance due to the era of industrial revolution 4.0. These data carry rich information about the health condition of the process and equipments in industries along with the current status of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6811acc8651ed70d64dd9053b2654498
https://doi.org/10.1007/978-981-15-8221-9_58
https://doi.org/10.1007/978-981-15-8221-9_58
