But because of the weight function with compact support, it is complicated to choose fitting method for the best performance.
These differences might be because Magalhães and Seifert [38] considered the stump as part of the root system and because the weight functions were derived interactively; the weight functions were, therefore, just approximations.
These differences might be because Magalhães and Seifert [ 38] considered the stump as part of the root system and because the weight functions were derived interactively; the weight functions were, therefore, just approximations.
Because the change of the weight function in the high-resolution model is highest at the boundaries of z = −1.64 and z = 1.64, we used these boundaries in the subsequent models (Model 1 3 and Proteus model).
The Gaussian function is frequently used as the weight function because it is well behaved, easily calculated and satisfies the conditions required by Parzen's estimator.
While ideal clusterings obtain Jaccard and PR values of 1.0, we note that the performances of ideal clusterings for GO terms evaluated by sDensity are lower; this is because of the characteristics of the weight function used.
However, n should be greater than 2 because contributions of remote data in the weight function are too big when n = 2; this is understandable from the fact that the corresponding integral for the homogeneous data distribution, ( 2pi kern0.5em {displaystyle {int}_0^Drdr/left[1+{left(r/{d}_0right)}^2right]} ), increases to infinity with an increase of D. The author assumed n = 4.
Therefore, only a true source can exhibit a consistent estimation of direction on consecutive frames of signals because the weighting function of ES-GCC also has certain robustness to reverberation.
where w is the weight function.
The weight function is and satisfies, for.
