train/test ratio: 80% training, 20% testing
pip install -r requirements.txt
python nn-enhanced.py
ACTIVATION: sigmoid
Total Test error with sigmoid activation: 8.414172716246473
ACTIVATION: tanh
After 60000 iterations, total error with tanh activation function: 3.0528201232835785
ACTIVATION: tanh
Total Test error with tanh activation: 7.406216006829898
ACTIVATION: relu
After 60000 iterations, total error with relu activation function: 8.424554943130456
ACTIVATION: relu
Total Test error with relu activation: 7.2460576025569505