Sentence examples for data pretreatment method from inspiring English sources

This approach can be regarded as a data pretreatment method.

Figure 4 shows the box and whisker plot of the SRDall dataset in the case of interval scaling as data pretreatment method.

Therefore, interval scaling (between 0 and 1) of the original values was applied as a data pretreatment method for the first time.

The 3000-sample dataset for the three-way ANOVA was prepared in two ways: (i) it was built from parts which contain 125 samples individually (same as for the two-way ANOVA) for each of the data pretreatment methods (125 × 8 × 3), and (ii) it was built from the entire datasets for each data pretreatment method (1000 × 3).

The box and whisker plots for the other two data pretreatment methods are included in Additional file 1: Figures S2 and S3. Figure 4 Box and whisker plot of the SRD values for eight similarity (and distance) metrics (with range scaling as data pretreatment method) in the SRDall dataset.

However, it is important to use an appropriate data pretreatment method before starting data analysis.

The difference between data pretreatment methods is barely observable.

The plots were made for each of the three data pretreatment methods.

The steps above were repeated with standardization and rank transformation as data pretreatment methods.

ANOVA analysis was carried out for datasets with different data pretreatment methods separately.

The effects of molecular size, selection methods and data pretreatment methods on the outcome of the comparison are also assessed.