Sentence examples for summarization data from inspiring English sources

Table 2 Data summarization Data name # Cls.

The data aggregators perform analytics using the summarization data instead of the raw data.

Moreover, analytics with summarization data tolerate high local errors without a significant influence on the global accuracy.

Accuracy: The accuracy of two aggregation functions, the summation and average,5 is measured with the global error between the raw and summarization data.

The main challenge for data aggregators is if the aggregation functions can be accurately computed using the summarization data instead of the raw data.

While Figure 1A was produced on the summarization data set without cutoff values, Figure 1B was produced by using cutoff values of 4.3 from above and -4.3 from below on the summarization scores (any value in between was set to 0).

Transcript level data were derived from normalized exon data using median summarization and all further analyses performed on transcript-summarized data.

We used a dedicated gene-level summarization and data filtering process to analyze the Affymetrix data published in [ 21].

Nevertheless, the aggregation process always implies summarization of data that can result in loss of information.

Tiling Array Analyzer (TiArA) is a software program that provides a user-friendly graphical interface for the background subtraction, normalization, and summarization of data acquired through the Affymetrix tiling array platform.

MAS5 is the original method described by the manufacturer and involves classification of genes into "Present", "Marginal", and "Absent" in addition to normalization and summarization of data, and is a complex framework consisting of many conditional branches.