datasetTypes property

Implementation

Map<String, String> datasetTypes = {
  'Training': '''

  Evaluate the model using the **training** dataset.  This will give an
  optimistic estimate of the performance of the model since it is using the
  same data that trained the model to then test the model. It should do well.

  ''',
  'Tuning': '''

  Evaluate the model using the **tuning** dataset.  This is used whilst the
  model parameters are still being tuned but not for the final unbiased
  estimate of error. This option is only available if partitioning is enabled
  in the Data tab and a tuning dataset is specified.

  ''',
  'Testing': '''

  Evaluate the performance of the model over the **testing** dataset, which is
  the remainder of the dataset not used for training (and tuning), and so will
  provide an unbiased estimate. This option is only available if partitioning
  is enabled in the Data tab and a testing dataset is specified.

  ''',
  'Complete': '''

  Evaluate the performance on the **complete** dataset.

  ''',
};