Subsample table
Randomly pick samples or features, without replacement, from the table.
Parameters
- table : FeatureTable[Frequency]
- The feature table to be sampled.
- subsampling_depth : Int % Range(1, None)
- The total number of samples or features to be randomly sampled. Samples
or features that are reduced to a zero sum will not be included in the
resulting table.
- axis : Str % Choices('sample', 'feature')
- The axis to sample over. If "sample" then samples will be randomly
selected to be retained. If "feature" then a random set of features
will be selected to be retained.
Returns
- sampled_table : FeatureTable[Frequency]
- The resulting subsampled feature table.