Sentence examples for based on mean squared from inspiring English sources
In SPLS, in addition to the number of components, the optimum number of variables was selected based on mean squared prediction error by 10-fold cross-validation (CV) of the training samples.
It is based on mean squared error (MSE).
By considering statistical Kronecker channel model involving channel mean and antenna correlation, the robust linear processing schemes in imperfect CSI scenario for both hops are first derived based on mean squared error (MSE) criterion.
(i) The factors which affect the selection of the order of the polynomial curve fitting interpolator are identified; (ii) A procedure that is based on mean squared error (MSE) is developed in order to determine the optimum polynomial order values.
Based on mean squared error and peak signal noise ratio values, the median method showed a better result than the other two methods.
A 60% of the data is used for training the network, 20% for testing (i.e. early stopping criteria based on mean squared error (MSE) for ANN) and the remaining 20% for validating the model.
We define an objective function based on mean square error (MSE) measure between estimated and target visual parameters.
An adaptive response prediction and model maturation mechanism is developed based on mean square error (MSE) to concurrently improve the accuracy and computational efficiency of the proposed approach.
In this paper, we present a new formal test, which is based on mean squares, for analyzing three-level orthogonal saturated designs.
In the designed algorithm, a multi-objective function based on Mean Square Error and Silhouette Index is employed to evaluate the two simultaneous distance functions namely-Classification measure and Anomaly detection measure.
An algorithm based on mean squares successive difference test applied to near-infrared and principal component analysis scores was developed to monitor and determine the blending profile and to assess the end-point in the statistical stabile phase.
