Feb 10, 2023 · It consists of four main steps: (1) initializing the Generator, (2) selecting instructions for each feature defining dependencies and generation ...

Feb 10, 2023 · Therefore, we propose a novel stepwise synthetic sample generation approach which allows engineers and domain experts to include their domain ...

Therefore, we propose a novel stepwise synthetic sample generation approach which allows engineers and domain experts to include their domain knowledge directly ...

Nov 8, 2023 · I want to sample the parameters of the function that constitute y and those that make up the connection of y and y2.

The general idea behind the stepwise regression procedure is that we build our regression model from a set of candidate predictor variables by entering and ...

The most used approach to solve this problem efficiently are virtual sample generators. This type of program is commonly used to artificially construct new data ...

Mar 8, 2016 · @Triam Note that I reset the seed between the stepwise calls and replicate calls (unless in the last step to show the continuous generation).

Douzas, G., Bacao, F.: Effective data generation for imbalanced learning using conditional generative adversarial networks. Expert Syst.

Sep 20, 2022 · The way I was taught strongly suggested that stepwise is falling out of favor and penalized is strongly preferred in all cases where possible.

Nov 3, 2018 · The stepwise regression (or stepwise selection) consists of iteratively adding and removing predictors, in the predictive model, in order to ...