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.
Definition¶
Input ports¶
- C table
C
Output ports¶
- X table
X
- Y table
Y
Configuration¶
- cluster_std (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
- n_features (n_features)
The number of features for each sample.
- n_samples (n_samples)
The total number of points equally divided among clusters.
- shuffle (shuffle)
Shuffle datapoints (otherwise given in cluster order)
Implementation¶
- class node_io.MakeBlobsFromTable[source]