Results of Turkey Model in Time Series chapter

[ammar-818]

I am not sure whether this is correct or not, but during your calculation for Turkey model, you are not using tf.squeeze on y_test causing the results of the Turkey model results value going too far. The following is your code

# Evaluate turkey preds
turkey_results = evaluate_preds(y_true=y_test,
                                y_pred=turkey_preds)
turkey_results

Result:

{'mae': 17144.766,
 'mape': 121.58286,
 'mase': 26.53158,
 'mse': 615487800.0,
 'rmse': 23743.305}

while turkey_preds has shape [556], and y_test has shape [556, 1].

My result after using tf.squeeze(y_test) would be

{'mae': 754.66956,
 'mape': 21.546276,
 'mase': 1.1678536
 'mse': 4924768.5,
 'rmse': 2219.182,}

(although I knew it still a bs!)

Correct me if I'm wrong, and I will delete the discussion.