Performance Evaluation of Band Selection Algorithms with 50 Bands

A 5.5 KB Excel file containing performance evaluation data for different band selection algorithms. The dataset, authored by Dandan He and last updated on 2026-04-17, is available under a CC-BY-4.0 license on figshare.

Use Cases

• Benchmarking band selection algorithm performance based on the described evaluation metrics
• Comparing the effectiveness of different spectral analysis techniques
• Informing algorithm selection for signal processing tasks involving 50 spectral bands

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection
• Explicitly focuses on a specific task: evaluating algorithms for 50-band selection
• Has a clear, permissive license (CC-BY-4.0) for reuse

Limitations

• Row count is unknown, which may limit suitability assessment
• Column-level documentation is absent; field semantics must be inferred after download
• Description metadata is limited; actual data quality requires manual inspection after download

Provenance

Source

figshare

Collection Method

Likely contains results from computational experiments or benchmarks.

Time Range

The dataset's temporal coverage is not specified.

Freshness

Last updated 2026-04 17:37:51; freshness should be verified

Geography

The dataset's geographic coverage is not specified.