Research Article

Deep Convolutional Neural Networks for Chest Diseases Detection

Table 4

Recognition rates for BPNNs on training and validation data (32 × 32 pixels).

Network modelsTraining data (70%)Validation data (30%)

BPNN192.74%87.42%
BPNN299.19%89.57%
BPNN397.32%84.36%
BPNN498.10%85.24%