Sentence examples for component of the dataset from inspiring English sources

The eigenvector with the highest eigenvalue is the most dominant principle component of the dataset (PC1).

The eigenvector with the highest eigenvalues is the major component of the dataset [27, 28].

As the approach usually takes into account the time component of the dataset, we will address this topic further in Section 4.

Any deficiencies in the assumptions and implementation of the imputation model will only affect the incomplete component of the dataset and not the whole sample [ 38].

First, despite the majority of the dataset deriving from the human genome of the host cells in which KSHV was cultured, the assembly remained focused on only the KSHV component of the dataset.

The hospital episode statistics component of the dataset includes statistical abstracts of records of all inpatient episodes undertaken in National Health Service (NHS) trusts in England, including acute hospitals and mental health trusts.

To assess statistical significance, 1000 repetitions of the benchmark dataset were generated by randomly shuffling all components of the dataset (i.e. the order of the molecules, the set of neighbours) and repeating the procedure described above.

Thus this study conducted the PCA to identify principal components of the dataset and to use the PCA selection result as a verification tool for the variable selection results by rule-based machine learning technique whether the principal components are successfully identified as important variables.

Markers are selected to correlate with the top principal components of the dataset, as we have previously demonstrated.

Of note, when we prioritized the 19 genes based on their correlation with the principal components of the dataset or the weight of their contribution to the model, classifiers including the top 8 19 genes were also prognostically valid in the 1st validation set (Text S1).

Descriptive statistics were used to summarise the key components of the dataset.