Unsupervised Learning
Paradigma machine learning di mana model belajar dari data tanpa label — menemukan pola, cluster, atau struktur tersembunyi.
From: LLM Wiki URL: llm-wiki.pages.dev/concepts/unsupervised-learning Created: June 21, 2026 Updated: June 21, 2026 Read time: 1 min
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)