Example #1
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def reportError(predictedValues, realValueFile):
	return averageSquaredError(predictedValues, gam.getMat(realValueFile, False), predictedValues.shape[0])
Example #2
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def predictValue(ValidationOrTestSetFile, thetas, quadratic, std, mean, resultFileName, rounded):
	inputs = gam.getMat(ValidationOrTestSetFile, quadratic)  	## True means add quadratic features
	return calculateInputMatrix(thetas, inputs, std, mean, resultFileName, rounded)