Explainable electroencephalography-based attention-deficit/hyperactivity disorder detection model with a combination of ternary pattern and twin wavelet transform

Figure 8 Channel 8. A: Distribution of features on the selected feature vector generated from channel 8, stratified by signal/wavelet bands and textural/statistical features; B: Classification performance obtained for various ablation models using channel 8 electroencephalography input. The channel-wise classification was performed using k-nearest neighbors and a bagged tree with 10-fold cross-validation. kNN: K-nearest neighbors; BT: Bagged tree.