Quantitative Analysis of the Main Controlling Factors of Oil Saturation Variation

Table 1

of RF model under different outlier processing methods.

Algorithms	Scoring	Ignore	Mean	Median	Delete
RF	Train	0.96	0.95	0.97	0.96
	Test	0.57	0.51	0.72	0.68
GBT	Train	0.93	0.92	0.93	0.92
	Test	0.60	0.46	0.71	0.65
ADBT	Train	0.78	0.77	0.79	0.72
	Test	0.67	0.46	0.71	0.69