Sentence examples for of informative dimensions from inspiring English sources
The number of informative dimensions (those that explain most of the total variance) is selected according to the P-value of a Wilcoxon test between contiguous axes.
In this research, we propose a methodology that selects a subset of informative dimension and fact variables from an initial set of candidates.
These relate to automated support for the selection of informative dimension and fact variables in high dimensional and data intensive environments, an activity which may challenge the capabilities of human designers on account of the sheer scale of data volume and variables involved.
In order to explore both in-depth and orthogonally informative dimensions of the ECB and the Fed discourses, we characterize these discourses using two distinct measures, building on the manner in which popular and connecting concepts play different roles in the structure and dynamics of semantic networks.
Robust unsupervised k-means clustering is performed iteratively on this reduced space (defined by the informative dimensions) for a range of pre-specified numbers of groups (from 2 to 50).
We measured a set of 27 compounds in experiment A, and 33 compounds in experiment B. We performed a principal component analysis to reduce the multidimensional data set of experiment A into three more informative dimensions.
The 3 most informative dimensions are used to plot the position of each individual protein.
or methods aimed at capturing informative dimensions (PCA).
NPS has revealed itself to have strong predictive validity, and NN-MS seems to be another informative dimension in describing the pattern of symptom reporting in the general population.
This low proportion of informative markers also explains the poor performance of GFLars (c, d) (which could also be seen in Figure 6), as the current implementations of 2d GFLars do not handle missing values in one of the dimensions.
Right panel shows classification accuracy for the classifiers using 1 3 of the most informative spatial dimensions (Diedrichsen et al., 2013 ).
