clustering - Unlabeled Data Clustering Analysis
Group unlabeled data points and detect anomalies using clustering algorithms
Tags
Updated: 2026-03-20Capabilities
Typical Inputs
Typical Outputs
What this skill does
- group data points
- reduce dimensionality
- detect anomalies
- validate clusters
- find optimal k
Inputs
- scaled numeric array
- number of clusters
- clustering method
Outputs
- cluster labels
- anomaly flags
- dimensionality reduced array
- cluster validation metrics
Requirements
- scaled input data
- scikit-learn