Generate dataset blobs from table¶
Takes a table describing blob center positions and optionally standard deviations and generates a random dataset. Rows in tablecorresponds to cluster number, and columns to the number of features in the datasets.
Configuration: |
|
---|---|
Inputs: |
|
Outputs: |
|
Ports:
Inputs:
C: table
C
Outputs:
X: table
X
Y: table
Y
Configuration:
- n_samples
- The total number of points equally divided among clusters.
- n_features
- The number of features for each sample.
- cluster_std
- Column name used to give standard deviation for each cluster. If empty or a float number then the same value is used for each cluster
- shuffle
- Shuffle datapoints (otherwise given in cluster order)