Antenna Performance and Fault Detection Dataset

Physical and electromagnetic parameters for antenna performance monitoring and fault detection are provided in this Kaggle dataset. The repository supports multiple classification tasks including binary, multiclass, text, and image-based analysis, though specific record counts and authorship are undocumented.

Use Cases

• Binary classification of antenna status using electromagnetic signal parameters
• Multiclass fault categorization based on physical measurement features
• Text classification of antenna diagnostic reports or logs

Strengths

• Includes physical and electromagnetic parameter categories
• Supports four distinct classification paradigms: binary, multiclass, text, and image

Limitations

• Missing metadata regarding sample size and record counts
• Lack of column definitions or units for the physical parameters
• Unknown license and data provenance