# Technical Document Extraction: Violation of Equalized Odds Analysis ## Chart 1: Violation of Equalized Odds (Dependence Measure KPC) ### Title Violation of Equalized Odds: test on dependence measure KPC ### Axes - **X-axis**: KPC (range: 0.00 to 0.30) - **Y-axis**: Loss (range: 0.350 to 0.525) ### Legend - **Placement**: Upper right corner - **Entries**: - **FairICP: 1dim** (blue circles) - **FDL: 1dim** (red squares) - **HGR: 1dim** (green crosses) - **FairICP: 3dim** (blue dashed circles) - **FDL: 3dim** (red dashed squares) - **HGR: 3dim** (green dashed crosses) ### Data Series Trends 1. **FairICP: 1dim** (blue circles) - Starts at [0.00, 0.43] and decreases to [0.30, 0.36] - Slope: Steep initial decline, flattening at higher KPC 2. **FDL: 1dim** (red squares) - Starts at [0.00, 0.43] and decreases to [0.30, 0.36] - Slope: Steeper than FairICP: 1dim, with sharper initial drop 3. **HGR: 1dim** (green crosses) - Starts at [0.00, 0.43] and decreases to [0.30, 0.36] - Slope: Gradual decline, consistent with other 1dim series 4. **FairICP: 3dim** (blue dashed circles) - Starts at [0.00, 0.43] and decreases to [0.30, 0.36] - Slope: Similar to FairICP: 1dim but with dashed line pattern 5. **FDL: 3dim** (red dashed squares) - Starts at [0.00, 0.43] and decreases to [0.30, 0.36] - Slope: Similar to FDL: 1dim but with dashed line pattern 6. **HGR: 3dim** (green dashed crosses) - Starts at [0.00, 0.43] and decreases to [0.30, 0.36] - Slope: Similar to HGR: 1dim but with dashed line pattern ## Chart 2: Violation of Equalized Odds (Statistical Power) ### Title Violation of Equalized Odds: test on statistical power ### Axes - **X-axis**: Power (range: 0.0 to 1.0) - **Y-axis**: Loss (range: 0.350 to 0.525) ### Legend - **Placement**: Upper right corner - **Entries**: - **FairICP: 1dim** (blue circles) - **FDL: 1dim** (red squares) - **HGR: 1dim** (green crosses) - **FairICP: 3dim** (blue dashed circles) - **FDL: 3dim** (red dashed squares) - **HGR: 3dim** (green dashed crosses) ### Data Series Trends 1. **FairICP: 1dim** (blue circles) - Starts at [0.0, 0.43] and decreases to [1.0, 0.36] - Slope: Steep initial decline, flattening at higher power 2. **FDL: 1dim** (red squares) - Starts at [0.0, 0.43] and decreases to [1.0, 0.36] - Slope: Steeper than FairICP: 1dim, with sharper initial drop 3. **HGR: 1dim** (green crosses) - Starts at [0.0, 0.43] and decreases to [1.0, 0.36] - Slope: Gradual decline, consistent with other 1dim series 4. **FairICP: 3dim** (blue dashed circles) - Starts at [0.0, 0.43] and decreases to [1.0, 0.36] - Slope: Similar to FairICP: 1dim but with dashed line pattern 5. **FDL: 3dim** (red dashed squares) - Starts at [0.0, 0.43] and decreases to [1.0, 0.36] - Slope: Similar to FDL: 1dim but with dashed line pattern 6. **HGR: 3dim** (green dashed crosses) - Starts at [0.0, 0.43] and decreases to [1.0, 0.36] - Slope: Similar to HGR: 1dim but with dashed line pattern ## Key Observations 1. **Consistency Across Charts**: - All models show decreasing loss with increasing KPC (Chart 1) or Power (Chart 2) - 3dim variants (dashed lines) generally follow similar trends to their 1dim counterparts but with slightly different slopes 2. **Performance Patterns**: - FDL models consistently show steeper declines than FairICP/HGR models - HGR models exhibit the most gradual declines across both metrics 3. **Legend Validation**: - All legend entries match corresponding line styles and markers - Color coding remains consistent between charts for equivalent model types ## Technical Notes - No non-English text detected - All data points appear to be plotted at integer KPC/Power values (0.00, 0.05, 0.10, etc.) - Loss values are consistently reported to three decimal places - No data tables present; all information conveyed through line charts