Hybrid Log Classification

A system that uses multiple approaches (regex patterns, embeddings, and machine learning) to classify log messages efficiently.

Features

• Log message clustering using DBSCAN and sentence embeddings
• Rule-based classification using regex patterns
• ML-based classification using LogisticRegression on embeddings
• Special handling for low-data sources