Dynamic Multi-Swarm Differential Learning Quantum Bird Swarm Algorithm and Its Application in Random Forest Classification Model

Table 13

Distribution of the logging data.

Well	Training dataset				Test dataset
	Depth (m)	Data	Oil/gas layers	Dry layer	Depth (m)	Data	Oil/gas layers	Dry layer
W1	3027∼3058	250	203	47	3250∼3450	1600	237	1363
W2	2642∼2648	30	10	20	2940∼2978	191	99	92
W3	1040∼1059	160	47	113	1120∼1290	1114	96	1018