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| # Plot actual vs prediction for validation set | |
| ValResults = numpy.genfromtxt("valresults.csv", delimiter=",") | |
| plt.plot(Y2,ValResults,'ro') | |
| plt.title('Validation Set') | |
| plt.xlabel('Actual') | |
| plt.ylabel('Predicted') | |
| # Compute R-Square value for validation set | |
| ValR2Value = r2_score(Y2,ValResults) | |
| print("Validation Set R-Square=",ValR2Value) |
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