Unüberwachtes Lernen (EN)

Concept

Learning method without predefined outputs for pattern recognition

Architecture

flowchart TD     A[Raw data] --> B[Unsupervised Learning]     B --> C[Clustering]     B --> D[Association Rules]     B --> E[Dimensionality Reduction]     C --> F[Group Formation]     D --> G[Pattern Recognition]     E --> H[Data Preprocessing]

In Context

Typically used together with supervised learning and semi-supervised learning
Related to: Feature Extraction, Anomaly Detection, Natural Language Processing
Example use: Customer segmentation in marketing, recommendation systems, fraud pattern detection

Quelle: AI Generated