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An empirical investigation of bias and variance in time series forecasting: modeling considerations and error evaluation.
Victor L. Berardi
Guoqiang Peter Zhang
Published in:
IEEE Trans. Neural Networks (2003)
Keyphrases
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low variance
bias variance decomposition
variance reduction
bias variance
trade off
prediction error
evaluation methods
error rate
evaluation method
database
correlation coefficient
estimation error
error analysis
modeling method
hidden markov models
training data
three dimensional
databases