Clustream#

class capymoa.clusterers.Clustream[source]#

Bases: MOAClusterer

Clustream clustering algorithm without Macro-clustering.

__init__(
schema: Schema | None = None,
time_window: int = 1000,
max_num_kernels: int = 100,
kernel_radi_factor: float = 2,
)[source]#

Clustream clusterer.

Parameters:

  • schema – The schema of the stream.

  • time_window – The size of the time window.

  • max_num_kernels – Maximum number of micro kernels to use.

  • kernel_radi_factor – Multiplier for the kernel radius

implements_micro_clusters() → bool[source]#
implements_macro_clusters() → bool[source]#
CLI_help()[source]#
get_clustering_result()[source]#
get_micro_clustering_result()[source]#
train(instance)[source]#