Manual Analysis of Data - Python for Integrated Circuits - - An Online Book - |
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Python for Integrated Circuits http://www.globalsino.com/ICs/ | ||||||||
Chapter/Index: Introduction | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | Appendix | ||||||||
================================================================================= When variables are manually analyzed, and it is difficult to improve the accuracy beyond a certain level. The combination of using both machine learning and a "manual" keyword approach is to increase accuracy and ensure that the generated statements could accurately describe any incident. [1] To some extent, the keyword analysis was also used as a buffer to compensate for misclassification by the machine learning algorithm. ============================================
[1] Daniel Kurian, Fereshteh Sattari, Lianne Lefsrud, Yongsheng Ma, Using machine learning and keyword analysis to analyze incidents and reduce risk in oil sands operations, Safety Science, 130(2020), 104873.
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