decisionTreeTooltips top-level property

Map decisionTreeTooltips
getter/setter pair

Descriptive tooltips for different decision tree algorithm types, explaining the splitting method and potential biases.

Implementation

Map decisionTreeTooltips = {
  AlgorithmType.conditional: '''

      A **conditional** decision tree built using ctree() uses statistical tests
      for unbiased choices of the splits, and so reducing the likelihood of
      overfitting.

      ''',
  AlgorithmType.traditional: '''

      A **trditional** decision tree built using rpart() uses a greedy algorithm
      to recursively split the dataset.

      ''',
};