"dataset construction" is correct and usable in written English.
It is a specific term used to refer to the process of assembling a set of data which is used for a specific purpose. For example, "Data scientists need to be trained in dataset construction in order to use data effectively."
Dataset Construction, including data selection, retrieval, cleansing and manipulation, is presented first.
The baseline dataset contains a set of features for each profile, which are extracted using a novel dataset construction mechanism.
In the following section, we explain the evaluation procedure, including the process of dataset construction, in detail.
Research is conceptually divided into four processes: Dataset Construction, Insider Trading Observation process, Insider Trading Observation Evaluation and Event Detection Evaluation.
Previous studies only compare protein sequences for dataset construction.
Injuries were classified in categories to facilitate the dataset construction.
In subsequent dataset constructions, this information can be reused allowing for a fast assembling of numerous combinations of genes and taxa.
This dataset allowed construction of a stage-specific digital expression profile for many transcripts [31].
Han, Dimitrov, and Golparvar-Fard (2015,2014) have worked on creating a dataset of construction materials (CML).
In view of the enormous number of patterns corresponding to a dataset, the construction of the entire pandect is not realistic.
Figure 2 shows the flow diagram of this work which includes dataset creation, construction of pair-wise features of proteins, development and evaluation of the proposed model, and the application of the model to predict impact of all PPIs in the human interactome.
