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:
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)
- Input ports:
- C : table
- C
- Output ports:
- X : table
- X
- Y : table
- Y
- n_samples (n_samples)
- The total number of points equally divided among clusters.
- n_features (n_features)
- The number of features for each sample.
- 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
- shuffle (shuffle)
- Shuffle datapoints (otherwise given in cluster order)