Sentence examples for and validate the dataset from inspiring English sources

These three components found in unsupervised dimension reduction reflect the experimental setup and validate the dataset.

20 Details of the methods used to prepare and validate the dataset can be found in additional publications.

We were unable to validate the dataset.

To calibrate and validate the VISSIM, whole dataset is divided into two parts, i.e., traffic on one link is used for calibration and the other link traffic is used for validation.

An initial data analysis to debug and validate the data entered in the dataset will be performed.

Our specific objectives were as follows: (i) to identify differentially expressed miRNAs in breast tissues (normal vs. tumor tissues) and (ii) to identify miRNAs as prognostic markers (outcome: Overall Survival, OS and Recurrence Free Survival, RFS) for BC (Fig. 1) and validate the signatures using an external dataset.

We provide an associated power and sample size calculator and demonstrate and validate the method using two genomic datasets: one from MTB and one from Campylobacter species.

Table 1 Summary of plots used in fitting and validating the height-age functions   Modelling dataset Validation dataset Variable Min Mean Max Std.

To avoid unstable models and unreliable assessment of model performance [ 12] instead of building the logistic models from a subset of the dataset and validating the model on the remainder, the models were developed from the entire dataset.

The same procedure was repeated in the reverse order, starting from the Caucasian Italian gene and miRNA datasets and validating the clusters in the corresponding Chinese datasets or starting from the GSE22219 and GSE22216 datasets and validating selected clusters in both Chinese and Caucasian Italian data.

48 49 Although we have derived and validated the equations using UK datasets, the equations could be used internationally by using alternative deprivation scores relevant to the setting (which would need to be scaled to conform with the Townsend score).