Mushroom Toxicity Recognition Based on Multigrained Cascade Forest

Table 8

Accuracy of the three classifiers with different treatments.

Model results	Accuracy of the results by Process A				Accuracy of the results by Process B
	Logistic regression		SVM	gcForest	Logistic regression		SVM	gcForest
	Effective features	Overall features		Average value	Effective features	Overall features		Average value
Maximum value	0.9547	0.9536	0.9638	0.9819	0.9540	0.9560	0.9621	0.9835
Minimum value	0.9402	0.9404	0.9494	0.9260	0.9456	0.9404	0.9377	0.9319
Average value	0.9507	0.9508	0.9600	0.9540	0.9513	0.9507	0.9598	0.9577