Concepts · ✓Good
Unsupervised Learning
Paradigma machine learning di mana model belajar dari data tanpa label — menemukan pola, cluster, atau struktur tersembunyi.
Unsupervised: clustering (K-means, DBSCAN, hierarchical), dimensionality reduction (PCA, t-SNE, UMAP), density estimation, anomaly detection.
Also known as: pembelajaran tak terawasi
Unsupervised Learning
Definisi
Model belajar dari data tanpa label — menemukan pola, cluster, atau representasi yang berguna.
Aplikasi
- Clustering — K-means, DBSCAN, hierarchical
- Dimensionality reduction — PCA, t-SNE, UMAP
- Anomaly detection
- Density estimation
- Generative modeling (GAN, VAE)
Connected to
Not yet written
The following pages are referenced but don't exist yet — they'd make good future additions.
- /concepts/machine-learning