Assertion: neural network's function | /r/CapableOf | use quadratic function
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Source sentences:
text: This function is preferred over the linear error due to the fact that in neural networks small changes in weights and biases do not produces any change in the number of correct outputs; so using a quadratic function where big differences have more effect on the cost function than small ones help figuring out how to modify these parameters.