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We use the microarray datasets to determine whether significant bias is encountered in this gene expression data.
Future work should evaluate different feature engineering methods across multiple datasets to determine which types of features are most useful for online review spam detection.
Further, we evaluated authentic datasets to determine the threshold values for intelligent decision-making and to present the performance improvement gained in data processing.
The Brazilian government utilizes several criteria (i.e., information plans/layers) and datasets to determine the managed land base, including biome maps, municipal boundaries, native vegetation maps (phytophysiognomy), soil types and land use/cover maps from visual interpretation of Landsat-type satellite imagery.
The Metacore software for integrated functional analysis of gene expression data compare distinct datasets to determine biological features shared or unique to each set.
Therefore, we carefully compared the testing and training datasets to determine if they differed substantially for any important demographic traits (Table 2).
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They take advantage of label information in the dataset to determine the importance of a word.
Before applying the multiple linear regression, the "p value test" is performed on the dataset to determine the significant attributes.
We used a public-use copy of the Digitalis Investigation Group DIGG) trial dataset to determine the associations of potassium supplement use with outcomes using a propensity-matched design.
Tillage information for each crop was read in from the CTIC dataset to determine the three proportions of the total planted area for CT, RT, and NT.
Finally, our study uses the same dataset to determine the set of ultrasound selection criteria for detecting malignancy nodules as well as its accuracy.
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