[source] # Agglomerate An Agglomerate is a collection of generators with each of them given a user-defined label. Agglomerates are useful for classification, clustering, and anomaly detection problems where the target label is a discrete value. **Data Types:** Depends on base generators **Label Type:** Categorical ## Parameters | # | Name | Default | Type | Description | |---|---|---|---|---| | 1 | generators | | array | A collection of generators indexed by their given label. | | 2 | weights | Auto | array | A set of arbitrary weight values corresponding to a generator's proportion of the overall agglomeration. If no weights are given, each generator is assigned equal weight. | ## Example ```php use Rubix\ML\Datasets\Generators\Agglomerate; use Rubix\ML\Datasets\Generators\Blob; use Rubix\ML\Datasets\Generators\HalfMoon; use Rubix\ML\Datasets\Generators\Circle; $generator = new Agglomerate([ 'foo' => new Blob([5, 2], 1.0), 'bar' => new HalfMoon(-3, 5, 1.5, 90.0, 0.1), 'baz' => new Circle(2, -4, 2.0, 0.05), ], [ 3.5, 4.0, 5.0, ]); ``` ## Additional Methods Return the normalized weight values of each generator in the agglomerate: ```php public weights() : array ```