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The effect of sample size and variability of data on the comparative performance of artificial neural networks and regression.
Ina S. Markham
Terry R. Rakes
Published in:
Comput. Oper. Res. (1998)
Keyphrases
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sample size
artificial neural networks
neural network
data sets
model selection
data structure
data analysis
training data
regression model
statistical hypothesis testing
generalization error
covariance matrix
computational intelligence
data points
np hard
high dimensional
lower bound
optimal solution