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Input Data Specification

  • Format: CSV or Excel (.xlsx).
  • Organization: One file per metric.
  • Filename: The filename (excluding extension) must strictly match the corresponding entry in metric_names (e.g., Accuracy.csv for metric Accuracy).
  • Dimensions: Rows = Observations (n, e.g., Subjects), Columns = Datasets (N, e.g., Methods).
  • Consistency: All files must have identical dimensions. Uneven sample sizes (missing data) are handled by automatic NaN padding (empty cells) to ensure a uniform matrix size, and pairwise deletion is applied during analysis.