From: Robust algorithm for arrhythmia classification in ECG using extreme learning machine
The number of hidden neurons | 200 | 400 | 600 | 800 | 1000 | 1200 | 1400 | 1600 | 1800 | 2000 |
---|---|---|---|---|---|---|---|---|---|---|
Training time (seconds) | 0.95 | 3.13 | 7.09 | 13.61 | 22.48 | 35.13 | 50.47 | 70.11 | 94.30 | 123.77 |
Testing accuracy (%) | 97.76 | 98.50 | 98.60 | 98.72 | 98.72 | 98.60 | 98.37 | 98.19 | 98.06 | 97.75 |