Retinal ORIGA: CAD Model Performance Results

Debendra Muduli published a dataset on 2026-05-04 containing performance results for a proposed CAD model. The data likely contains model effectiveness percentages evaluated using a 10 × 5-fold cross-validation approach on the Retinal ORIGA dataset. The dataset is a 5.5 KB XLS file shared under a CC-BY-4.0 license on figshare.

Use Cases

• Benchmarking CAD model performance based on cross-validation results
• Comparing the INGWO+ELM algorithm against other methods based on reported effectiveness
• Analyzing the stability of model performance across multiple validation folds

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• The description specifies the evaluation method (10 × 5-fold cross-validation) and the target dataset (Retinal ORIGA).

Limitations

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

Provenance

Source

Debendra Muduli via figshare

Collection Method

Likely generated from evaluating a CAD model on the Retinal ORIGA dataset.

Freshness

Last updated 2026-05-04 17:50:50; freshness should be verified.