SLOA_CB Classifier: Misclassified Instances Across All Folds

Misclassified instances across all folds using the SLOA_CB classifier. The dataset is a 5.5 KB Excel file authored by Prosenjit Das and last updated on June 1, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Analyze error patterns in the SLOA_CB classifier based on the misclassified instances.
• Benchmark model improvements by comparing misclassification sets across different model versions.
• Investigate the characteristics of data points that the classifier consistently fails to predict correctly.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• License is permissive (CC-BY-4.0), allowing for broad reuse and sharing.
• Specific focus on misclassified instances provides direct insight into model failure modes.

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 generated as output from a cross-validation run of the SLOA_CB classifier.

Freshness

Last updated 2026-06-01 17:51:51; freshness should be verified.