Added functionality to balance sample size of each level of the target/label variable [version 1.0.0]#460

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coopa33 wants to merge 12 commits intojasp-stats:masterfrom

Commits on Jun 13, 2025

Added QML components for balancing labels in data
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Commits on Jun 14, 2025

Added functionality to balance targets in R-scripts: 1) Added a common function (in commonMachineLearningClassification.R) called .balance_dataset. 2) Added conditional activation of .balance_datas…
coopa33
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changed balance_dataset to .mlBalanceDataset to reflect style. Added dependency for .mlPlotDataSplit
coopa33
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changed balance_dataset to .mlBalanceDataset to reflect style. Added dependency for .mlPlotDataSplit
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Remove accidental changes made. Made style adjustments.
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Moved option to balance targets to the data split section.
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Added option to balance either through over- or under-sampling
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Removed balance target interface from data split, and put it in a seperate section, because data split is shared in regression analyses, which do not require balancing targets (target is continuous)
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Put balancing option back into data split. Added alias for visible property, and set it to 'false' for all Regression analyses
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Commits on Jun 15, 2025

Commits on Jun 16, 2025

Made style adjustments
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