Generate dataset blobs¶
Generates an artificial dataset useful for testing clustering algorithms
Documentation¶
Generates an artificial dataset useful for testing clustering algorithms
Configuration:
n_samples
The total number of points equally divided among clusters.
n_features
The number of features for each sample.
centers
Number of clusters.
cluster_std
Standard deviation of the clusters.
center_min
Smallest allowed coordinate for the generated centers
center_max
Largest allowed coordinate for the generated centers
shuffle
Shuffle datapoints (otherwise given in cluster order)
Input ports:
- Output ports:
- Xtable
X
- Ytable
Y