Verification of Classification Model and Dendritic Neuron Model Based on Machine Learning

Table 6

Accuracy of DNM + BBO and other machine learning methods for the datasets of banknote authentication, breast cancer, car evaluation, and diabetic retinopathy.

Datasets	DNM + BBO (%)	Decision tree (%)	SVM (%)	KNN (%)	MLP (%)
Banknote authentication	99.4	91.6	97.9	97.2	87.1
Breast cancer	96.0	93.4	96.6	94.7	93.8
Car evaluation	99.4	92.5	89.8	93.1	82.6
Diabetic retinopathy	94.9	89.4	88.3	81.7	87.8