宽度学习系统(Broad Learning System, BLS)

load abalone; %for this data set NumFea= 6 NumWin=5 NumEnhan=41;

train_x

train_y

Fea. No.= 20, Win. No. =20, Enhan. No. = 200
Training has been finished!
The Total Training Time is : 0.11778 seconds
Training RMSE is : 6.960592e-02, Training MAPE is: 1.579360e-01
Testing has been finished!
The Total Testing Time is : 0.056526 seconds
Testing RMSE is : 8.805961e-02, Testing MAPE is: 1.810607e-01
Elapsed time is 0.061997 seconds.

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Fea. No.= 20, Win. No. =20, Enhan. No. = 4
Training has been finished!
The Total Training Time is : 0.086955 seconds
Training RMSE is : 7.729271e-02, Training MAPE is: 1.752536e-01
Testing has been finished!
The Total Testing Time is : 0.048667 seconds
Testing RMSE is : 7.866669e-02, Testing MAPE is: 1.754505e-01
Elapsed time is 0.051631 seconds.

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Fea. No.= 20, Win. No. =2, Enhan. No. = 4
Training has been finished!
The Total Training Time is : 0.011791 seconds
Training RMSE is : 7.734940e-02, Training MAPE is: 1.752194e-01
Testing has been finished!
The Total Testing Time is : 0.0067537 seconds
Testing RMSE is : 7.898219e-02, Testing MAPE is: 1.763434e-01
Elapsed time is 0.008098 seconds