KMeans¶
This module uses the KMeans algorithm to assign events to clusters in an unsupervized manner.
- Name
The operation name; determines the name of the new metadata
- X Channel, Y Channel
The channels to apply the mixture model to.
- X Scale, Y Scale
Re-scale the data in Channel before fitting.
- Num Clusters
How many clusters to assign the data to.
- By
A list of metadata attributes to aggregate the data before estimating the model. For example, if the experiment has two pieces of metadata,
Time
andDox
, setting By to["Time", "Dox"]
will fit the model separately to each subset of the data with a unique combination ofTime
andDox
.