Design Choices That Matter: A Functional ANOVA Analysis for Remote Sensing Multi-Label Classification

This repository is organized into two main directories: DATA/ and Results/.

• DATA/
  Contains the input datasets. These files include the structured configuration–performance tables required to perform the functional ANOVA (fANOVA) analysis.
• results/
  Contains all outputs generated from the experiments. This directory is further divided into two subdirectories:
  • EXP1/
    Includes the results of the first experiment, where fANOVA was applied to analyze the contribution of different pipeline components. This folder contains:
    • Raw fANOVA output files (e.g., variance decompositions and importance scores)
    • Generated visualizations such as bar plots, heatmaps, and other figures summarizing main and interaction effects
  • EXP2/
    Contains the corresponding outputs for the second experiment, following the same structure as EXP1/. It includes:
    • fANOVA result files
    • Visualization artifacts illustrating the importance of components and their interactions