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Predictive Data Transformation Suggestions Using Machine Learning: Generating Transformation Suggestions in Grafterizer Using the Random Forest Algorithm
(Master thesis / Masteroppgave, 2019)
Data preprocessing is a crucial step in data analysis. For preparing data for analysis, different actions may need to be performed on a given dataset including formatting, modification, extraction and enrichment. Data ...
(Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2019)
Data preprocessing is a crucial step in data analysis. A substantial amount of time is spent on data transformation tasks such as data formatting, modification, extraction, and enrichment, typically making it more convenient ...