Sentence examples for better data representation and from inspiring English sources
In the later case, data transformation is one of the powerful tools for developing parsimonious models for detecting structural effects or predictive factors and for better data representation and interpretation [ 4- 6].
In this work, LDA was considered to get a better data representation: this choice resulted from the high suitability experienced in traditional classification problems and in the preliminary experiments reported in [6].
Discretization simplifies the data representation, and some machine-learning algorithms have been shown to perform better with discrete-valued attributes, even though they can also handle continuous attributes [ 55, 56].
The quality data representation is divided into measured data representation, non-measured data representation, and summarized data representation.
Engaging and empowering transgender women to have a stronger voice is the only pathway to better surveillance data, representation in HIV prevention research in adequate numbers for analysis, effective prevention programs, and promotion and protection of the rights of this neglected key population.
Trends within large data sets might be better revealed when using one data representation model versus another.
We also plan to implement in DeDaL more flexible dimension reduction algorithms such as multidimensional scaling which will extend the data representation possibilities, better answering to specific user's needs (for example, by using non-Euclidean metrics for comparing the molecular profiles).
However, the raw data representation provided slightly better reproducibility.
Better business and better data protection.
More and better data means greater transparency.
