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+41522.76776669468 +118171.63708967764 diff --git a/main.py b/main.py index 3bb0977..2d3b531 100644 --- a/main.py +++ b/main.py @@ -32,20 +32,20 @@ testA = (testA[['year', 'mileage', 'engineCapacity']] - min_val) / (max_val - mi predicted_dev0 = model.predict(dev0[['year', 'mileage', 'engineCapacity']]) predicted_testA = model.predict(testA[['year', 'mileage', 'engineCapacity']]) +predicted_denormalized = [] +for pred in predicted_dev0: + denorm = pred[0] * (max_val[0] - min_val[0]) + min_val[0] + predicted_denormalized.append(denorm) + with open("dev-0/out.tsv", "w") as file: - for pred in predicted_dev0: - file.write(str(pred[0]) + "\n") + for pred in predicted_denormalized: + file.write(str(pred) + "\n") with open("test-A/out.tsv", "w") as file: for pred in predicted_testA: file.write(str(pred[0]) + "\n") -predicted_denormalized = [] -for pred in predicted_dev0: - denorm = pred[0] * (max_val[0] - min_val[0]) + min_val[0] - predicted_denormalized.append(denorm) - predicted_denormalized = DataFrame(predicted_denormalized, columns=['pred']) error = mean_squared_error(expected, predicted_denormalized) for exp, pred in zip(expected.values, predicted_denormalized.values):