Page Comparison

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• class_field: key name in which the classes are located

• classes: list of all classes which are used in the classification

• not_class: boolean which states if a not class should be instantiated or not

• output_label_field: field in which the label are stored (only important if not_class is True)

• deviation (optional): Max deviation from the smallest class bucket to the largest bucket (1. = 100%, 0. = 0%)

• seed (optional): Seed for the randomization process

...

{
  "step": "balancer",
  "type": "balancer",
  "name": "balancer",
  "classes": ["A","B","C","D"],
  "class_field": "label",
  "not_class": false
  "output_label_field": "balanced_label"
}