Skip to main content

Table 1 Comparison results of different convolution kernels

From: Feature extraction and classification of heart sound using 1D convolutional neural networks

Convolutional kernel sizeConvolutional kernel typeConvolutional kernel shapeAccuracy rate (%)F-score (%)
131D CNNs1×1395.6897.67
 2D CNNs1×1394.1596.30
261D CNNs1×2697.8398.55
 2D CNNs2×1395.8997.33
391D CNNs1×3997.8598.55
 2D CNNs3×1394.5396.01
521D CNNs1×5295.1296.64
 2D CNNs4×1394.5596.01
651D CNNs1×6593.0195.23
 2D CNNs5×1392.2093.10