NDL: Naive Discriminative Learning Algorithm Development Log

A record of development for the Naive Discriminative Learning (NDL) classification functionality, primarily by Antti Arppe. The description notes contributions from Petar Milin and Cyrus Shaoul for algorithm improvements and performance optimizations in versions 0.2.14 to 0.2.16. The dataset's exact content and scale are unspecified.

Use Cases

• Tracking algorithm development history based on version-specific contributions mentioned in the description
• Studying performance optimization techniques for discriminative models based on the described C++ and Rcpp improvements
• Analyzing collaborative development patterns in computational research based on the listed author contributions

Strengths

• Development contributions are attributed to specific authors (Antti Arppe, Petar Milin, Cyrus Shaoul).
• Specific version ranges (0.2.14 to 0.2.16) are documented for algorithm and performance improvements.

Limitations

• Row count, column definitions, and sample data are unknown, which limits suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

paperswithcode

Collection Method

Likely a record of software development contributions.

Time Range

Temporal coverage is unspecified.

Freshness

Last update date is unknown; freshness unverified.

Geography

Spatial coverage is unspecified.