A study of ancient glass classification problem based on multiple logistic regression
DOI:
https://doi.org/10.54097/hset.v22i.3386Keywords:
Multiple logistic regression, Fisher's discriminant analysis, independence test.Abstract
The Silk Road was a commercial route linking China and the West in ancient times, and was an important window for China to open up to the outside world during the Han Dynasty, strongly promoting cultural exchange between China and the West. Ancient glass is susceptible to weathering by the burial environment, and in the process the proportions of its various chemical components change. This paper studies the chemical composition content of ancient glass objects, establishes a classification model, analyses the correlation between various parameters of different types of glass objects, gives statistical laws and specific classification methods, and uses glass objects to help the exchange and mutual appreciation between Eastern and Western civilizations and the longevity of Chinese civilization.
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