基于宽度学习系统的fMRI数据分类方法

刘嘉诚,冀俊忠

Classification method of fMRI data based on broad learning system

Jia-cheng LIU,Jun-zhong JI

表 6 7种算法在ADHD-200数据集上的实验结果

Tab.6 Experimental results of seven algorithms on ADHD-200 data set

方法类别 方法 Acc /% Pr /% Sn /% Sp /% F-measure 传统机器学习 SVM 59.04 64.98 36.97 80.65 46.84 RF 59.21 59.83 53.53 64.77 56.40 KNN 58.93 61.93 45.79 71.76 52.22 深度学习 GCN 60.61 57.97 48.57 66.21 50.77 CCNN 60.28 59.27 59.11 60.00 58.88 DNN 62.73 59.40 61.85 63.17 61.82 宽度学习 本文 61.19 51.33 64.11 72.92 56.20