/// <summary>
/// Create a Batch Centroid
/// </summary>
/// <param name="cluster">A Cluster instance</param>
/// <param name="name">The name you want to give to the new batch centroid. </param>
/// <param name="arguments">Specifies other arguments for the batch centroid.</param>
public Task<BatchCentroid> CreateBatchCentroid(Cluster cluster, string name = null,
BatchCentroid.Arguments arguments = null)
{
arguments = arguments ?? new BatchCentroid.Arguments();
if (!string.IsNullOrWhiteSpace(name))
arguments.Name = name;
arguments.Cluster = cluster.Resource;
return Create<BatchCentroid>(arguments);
}
/// <summary>
/// Create a cluster.
/// </summary>
/// <param name="dataset">A DataSet instance</param>
/// <param name="name">The name you want to give to the new cluster. </param>
/// <param name="k">Specifies the number of groups you want to create as parts of the cluster. </param>
/// <param name="arguments">An object with more cluster parameters.</param>
public Task<Cluster> CreateCluster(DataSet dataset, string name = null, int k = 8,
Cluster.Arguments arguments = null)
{
arguments = arguments ?? new Cluster.Arguments();
if (!string.IsNullOrWhiteSpace(name)) arguments.Name = name;
if (k > 0)
{
arguments.NumberOfCluster = k;
}
arguments.DataSet = dataset.Resource;
return Create<Cluster>(arguments);
}
/// <summary>
/// Create a cluster using supplied arguments.
/// </summary>
public Task<Cluster> CreateCluster(Cluster.Arguments arguments)
{
return Create<Cluster>(arguments);
}