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Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these ...

XGBoost regression and Gradient-enhanced regression are preliminarily screened out to be good. Then the Semi-automatic parameter adjustment method is used to adjust the parameters of the three ...

The VIF values [1.079, 1.519] supported that there was no multicollinearity. Traditional regression, which is based on least squares algorithm, was chosen to explore the factors that could predict ...