Running for size 16 and layers 3
./Models/heart/3_16/
Reading from exisiting location ./Models/heart/3_16/0/train_data.csv
./Models/heart/3_16/0/initial/model.h5
Best for : 3
Best: [0.817772] Layer Size [3] and Neuron Size [16] using {'batch_size': 32, 'epochs': 400, 'lr': 0.01}
0.731122 (0.028647) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.1}
0.772874 (0.044772) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.01}
0.780697 (0.032830) with: {'batch_size': 32, 'epochs': 1000, 'lr': 0.001}
0.731122 (0.028647) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.1}
0.772789 (0.011698) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.01}
0.797449 (0.030754) with: {'batch_size': 32, 'epochs': 500, 'lr': 0.001}
0.731122 (0.028647) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.1}
0.695323 (0.177356) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.01}
0.788861 (0.045822) with: {'batch_size': 32, 'epochs': 800, 'lr': 0.001}
0.731122 (0.028647) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.1}
0.817772 (0.047379) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.01}
0.809524 (0.054133) with: {'batch_size': 32, 'epochs': 400, 'lr': 0.001}
0.731122 (0.028647) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.1}
0.789371 (0.018776) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.01}
0.780527 (0.056557) with: {'batch_size': 64, 'epochs': 1000, 'lr': 0.001}
0.731122 (0.028647) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.1}
0.793367 (0.018562) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.01}
0.780867 (0.028956) with: {'batch_size': 64, 'epochs': 500, 'lr': 0.001}
0.731122 (0.028647) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.1}
0.768622 (0.051372) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.01}
0.764456 (0.021148) with: {'batch_size': 64, 'epochs': 800, 'lr': 0.001}
0.731122 (0.028647) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.1}
0.784949 (0.043463) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.01}
0.759694 (0.077311) with: {'batch_size': 64, 'epochs': 400, 'lr': 0.001}
0.727041 (0.022912) with: {'batch_size': 16, 'epochs': 1000, 'lr': 0.1}
0.793622 (0.042326) with: {'batch_size': 16, 'epochs': 1000, 'lr': 0.01}
0.788776 (0.054694) with: {'batch_size': 16, 'epochs': 1000, 'lr': 0.001}
0.731122 (0.028647) with: {'batch_size': 16, 'epochs': 500, 'lr': 0.1}
0.764456 (0.033789) with: {'batch_size': 16, 'epochs': 500, 'lr': 0.01}
0.797024 (0.053053) with: {'batch_size': 16, 'epochs': 500, 'lr': 0.001}
0.731122 (0.028647) with: {'batch_size': 16, 'epochs': 800, 'lr': 0.1}
0.793197 (0.051414) with: {'batch_size': 16, 'epochs': 800, 'lr': 0.01}
0.797109 (0.049491) with: {'batch_size': 16, 'epochs': 800, 'lr': 0.001}
0.731122 (0.028647) with: {'batch_size': 16, 'epochs': 400, 'lr': 0.1}
0.785034 (0.048639) with: {'batch_size': 16, 'epochs': 400, 'lr': 0.01}
0.792942 (0.048893) with: {'batch_size': 16, 'epochs': 400, 'lr': 0.001}
