Created
June 28, 2021 12:42
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| def plot_history(history): | |
| hist = pd.DataFrame(history.history) | |
| hist['epoch'] = history.epoch | |
| plt.figure() | |
| plt.xlabel('Epoch') | |
| plt.ylabel('Mean Abs Error [MPG]') | |
| plt.plot(hist['epoch'], hist['mean_absolute_error'], | |
| label='Train Error') | |
| plt.plot(hist['epoch'], hist['val_mean_absolute_error'], | |
| label = 'Val Error') | |
| plt.ylim([0,5]) | |
| plt.legend() | |
| plt.figure() | |
| plt.xlabel('Epoch') | |
| plt.ylabel('Mean Square Error [$MPG^2$]') | |
| plt.plot(hist['epoch'], hist['mean_squared_error'], | |
| label='Train Error') | |
| plt.plot(hist['epoch'], hist['val_mean_squared_error'], | |
| label = 'Val Error') | |
| plt.ylim([0,20]) | |
| plt.legend() | |
| plt.show() | |
| plot_history(history) |
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