Mushroom Toxicity Recognition Based on Multigrained Cascade Forest

Table 9

Indexes of precision, recall, F1-score, and AUC.

	The dataset by Process A		The dataset by Process B
Model results	Effective features	Overall features	Effective features	Overall features
Precision	0.9623	0.9933	0.9644	0.9932
Recall	0.9596	0.9095	0.9595	0.9163
F1-score	0.9596	0.9534	0.9596	0.9573
AUC	0.9832	0.9943	0.9811	0.9964