overfitting

过学习 Overfitting

【原文】http://www.frank-dieterle.de/phd/2_8_1.html

The best measure for the generalizing ability is the error of prediction of as many independent separate validation data as possible. According to figure 2 the error of prediction is composed of two main contributions, the remaining interference error and the estimation error [39]. The interference error is the systematic error (bias) due to unmodeled interference in the data, as the calibration model is not com