Applying Randomness Effectively Based on Random Forests for Classification Task of Datasets of Insufficient Information

Table 2

The accuracy of trial random forests (RF) for each class with different parameters.

	(𝑇=1, 𝑅=39)	(𝑇=100, 𝑅=6)	(𝑇=100, 𝑅=1)
Class accuracy
“Band”	18.4%	70.2%	74.6%
“No band”	92.9%	91.7%	91.7%
Accuracy of RF	61.4815%	82.5926%	84.4444%