Selection of Machine Learning Models for Oil Price Forecasting: Based on the Dual Attributes of Oil

Table 1

Characteristic values and variance contribution rate.

Principal component	Characteristic values	Variance contribution rate (%)	Accumulated variance contribution rate (%)
1	2.474	35.339	35.339
2	1.782	25.458	60.797
3	1.729	24.696	85.493