Top 10 Pre-Build Features for Software Build Prediction

Lalit Narayan Mishra published a dataset listing the top 10 most important pre-build features for build prediction on figshare. The dataset is a 5.5 KB Excel file last updated on 2026-05-27. It is shared under a CC-BY-4.0 license.

Use Cases

• Training models to predict software build success based on pre-build features.
• Analyzing the relative importance of different pre-build metrics for build failure prediction.
• Feature selection for software engineering predictive analytics tools.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• The license (CC-BY-4.0) permits broad reuse and adaptation.

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

Lalit Narayan Mishra via figshare.

Freshness

Last updated 2026-05-27 17:39:31; freshness should be verified.