Running for size 16 and layers 3
./Models/heart/3_16/
./Models/heart/3_16/0/initial/model.h5
Best for : 3
Best: [0.825225] Layer Size [3] and Neuron Size [16] using {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
0.719592 (0.042956) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.1}
0.825225 (0.009493) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
0.788571 (0.047767) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
0.719592 (0.042956) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.1}
0.788980 (0.064866) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
0.768245 (0.033428) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
0.719592 (0.042956) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.1}
0.808898 (0.061476) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.01}
0.813061 (0.029591) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.001}
0.719592 (0.042956) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.1}
0.812898 (0.039996) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.01}
0.804980 (0.041447) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.001}
0.719592 (0.042956) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.1}
0.780245 (0.036182) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
0.821306 (0.033991) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
0.719592 (0.042956) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.1}
0.808980 (0.035339) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
0.804980 (0.043410) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
0.719592 (0.042956) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.1}
0.780816 (0.060782) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.01}
0.800980 (0.051459) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.001}
0.715510 (0.042292) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.1}
0.817061 (0.031650) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.01}
0.792980 (0.050598) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.001}
0.715510 (0.035900) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.1}
0.764163 (0.058797) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.01}
0.821224 (0.029365) with: {'batch_size': 128, 'epochs': 1000, 'lr': 0.001}
0.719592 (0.042956) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.1}
0.804898 (0.032998) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.01}
0.808980 (0.027368) with: {'batch_size': 128, 'epochs': 500, 'lr': 0.001}
0.796571 (0.034946) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.1}
0.813061 (0.029591) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.01}
0.804980 (0.043410) with: {'batch_size': 128, 'epochs': 800, 'lr': 0.001}
0.772082 (0.051503) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.1}
0.792571 (0.044015) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.01}
0.768571 (0.054081) with: {'batch_size': 128, 'epochs': 400, 'lr': 0.001}
