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Journal of Big Data

Table 6 Preprocessing Techniques

From: Machine learning-based mathematical modelling for prediction of social media consumer behavior using big data analytics

Data cleaning

Data transformation

Data reduction

Missing data

Normalization

Data cube aggregation

Noisy data

Attribute selection

Attribute subset selection

Duplicate record

Discretization

Numerosity reduction

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