# Complete Discrete vs Continuous Comparison
## All 50 NCI Validation Cases

| Case | Age | Menarche | Biopsies | First Birth | Relatives | Discrete Result | Continuous Result | NCI Result | Discrete Error | Continuous Error |
|------|-----|----------|----------|-------------|-----------|-----------------|-------------------|------------|----------------|------------------|
| Age35_Baseline | 35 | 13 | 0 | 25 | 0 | 0.715% | 2.253% | 0.3% | 138.2% | 651.1% |
| Age35_EarlyMenarche | 35 | 11 | 0 | 25 | 0 | 0.867% | 2.736% | 0.4% | 116.9% | 583.9% |
| Age35_Biopsies | 35 | 13 | 2 | 25 | 0 | 0.878% | 2.770% | 0.9% | 2.4% | 207.7% |
| Age35_Nulliparous | 35 | 13 | 0 | None | 0 | 0.715% | 2.253% | 0.3% | 138.2% | 651.1% |
| Age35_FamilyHistory | 35 | 13 | 0 | 25 | 2 | 2.702% | 8.537% | 1.0% | 170.2% | 753.7% |
| Age37_LateBirth | 37 | 13 | 0 | 32 | 0 | 1.146% | 2.813% | 1.2% | 4.5% | 134.4% |
| Age37_Combined1 | 37 | 12 | 1 | 28 | 1 | 3.764% | 9.289% | 1.2% | 213.7% | 674.1% |
| Age38_Combined2 | 38 | 11 | 1 | None | 1 | 4.833% | 12.356% | 1.5% | 222.2% | 723.8% |
| Age39_HighRisk | 39 | 11 | 2 | None | 2 | 7.136% | 18.842% | 5.1% | 39.9% | 269.5% |
| Age39_LateMenarche | 39 | 15 | 0 | 22 | 0 | 1.066% | 2.786% | 0.4% | 166.6% | 596.6% |
| Age40_Baseline | 40 | 13 | 0 | 25 | 0 | 1.360% | 3.645% | 0.6% | 126.7% | 507.5% |
| Age40_EarlyMenarche | 40 | 11 | 0 | 25 | 0 | 1.650% | 4.424% | 0.7% | 135.7% | 532.0% |
| Age40_Biopsies | 40 | 13 | 2 | 25 | 0 | 1.670% | 4.479% | 1.7% | 1.7% | 163.4% |
| Age40_Nulliparous | 40 | 13 | 0 | None | 0 | 1.360% | 3.645% | 0.6% | 126.7% | 507.5% |
| Age40_FamilyHistory | 40 | 13 | 0 | 25 | 2 | 5.097% | 13.741% | 1.9% | 168.2% | 623.2% |
| Age42_LateBirth | 42 | 13 | 0 | 32 | 0 | 1.783% | 4.147% | 0.9% | 98.1% | 360.8% |
| Age42_Combined1 | 42 | 12 | 1 | 28 | 1 | 5.814% | 13.639% | 2.1% | 176.8% | 549.5% |
| Age43_Combined2 | 43 | 11 | 1 | None | 1 | 7.285% | 17.344% | 2.4% | 203.5% | 622.7% |
| Age44_HighRisk | 44 | 11 | 2 | None | 2 | 10.486% | 25.268% | 7.7% | 36.2% | 228.2% |
| Age44_LateMenarche | 44 | 15 | 0 | 22 | 0 | 1.591% | 3.765% | 0.6% | 165.2% | 527.5% |
| Age45_Baseline | 45 | 13 | 0 | 25 | 0 | 1.992% | 4.715% | 0.9% | 121.3% | 423.9% |
| Age45_EarlyMenarche | 45 | 11 | 0 | 25 | 0 | 2.415% | 5.721% | 1.0% | 141.5% | 472.1% |
| Age45_Biopsies | 45 | 13 | 2 | 25 | 0 | 2.445% | 5.791% | 2.4% | 1.9% | 141.3% |
| Age45_Nulliparous | 45 | 13 | 0 | None | 0 | 1.992% | 4.715% | 0.9% | 121.3% | 423.9% |
| Age45_FamilyHistory | 45 | 13 | 0 | 25 | 2 | 7.397% | 17.704% | 2.9% | 155.1% | 510.5% |
| Age47_LateBirth | 47 | 13 | 0 | 32 | 0 | 2.227% | 5.047% | 1.2% | 85.6% | 320.6% |
| Age47_Combined1 | 47 | 12 | 1 | 28 | 1 | 7.224% | 16.551% | 2.4% | 201.0% | 589.6% |
| Age48_Combined2 | 48 | 11 | 1 | None | 1 | 8.850% | 20.738% | 2.6% | 240.4% | 697.6% |
| Age49_HighRisk | 49 | 11 | 2 | None | 2 | 12.447% | 30.001% | 6.0% | 107.4% | 400.0% |
| Age49_LateMenarche | 49 | 15 | 0 | 22 | 0 | 1.907% | 4.496% | 0.8% | 138.4% | 462.0% |
| Age50_Baseline | 50 | 13 | 0 | 25 | 0 | 2.340% | 5.646% | 1.1% | 112.8% | 413.3% |
| Age50_EarlyMenarche | 50 | 11 | 0 | 25 | 0 | 2.836% | 6.848% | 1.2% | 136.3% | 470.7% |
| Age50_Biopsies | 50 | 13 | 2 | 25 | 0 | 4.173% | 10.103% | 1.6% | 160.8% | 531.4% |
| Age50_Nulliparous | 50 | 13 | 0 | None | 0 | 2.340% | 5.646% | 1.1% | 112.8% | 413.3% |
| Age50_FamilyHistory | 50 | 13 | 0 | 25 | 2 | 8.647% | 21.125% | 3.4% | 154.3% | 521.3% |
| Age52_LateBirth | 52 | 13 | 0 | 32 | 0 | 2.681% | 6.102% | 1.5% | 78.7% | 306.8% |
| Age52_Combined1 | 52 | 12 | 1 | 28 | 1 | 10.344% | 23.947% | 2.4% | 331.0% | 897.8% |
| Age53_Combined2 | 53 | 11 | 1 | None | 1 | 12.661% | 29.993% | 2.8% | 352.2% | 971.2% |
| Age54_HighRisk | 54 | 11 | 2 | None | 2 | 21.022% | 51.675% | 6.5% | 223.4% | 695.0% |
| Age54_LateMenarche | 54 | 15 | 0 | 22 | 0 | 2.312% | 5.454% | 0.9% | 156.9% | 506.0% |
| Age55_Baseline | 55 | 13 | 0 | 25 | 0 | 2.845% | 6.842% | 1.3% | 118.8% | 426.3% |
| Age55_EarlyMenarche | 55 | 11 | 0 | 25 | 0 | 3.445% | 8.296% | 1.4% | 146.1% | 492.6% |
| Age55_Biopsies | 55 | 13 | 2 | 25 | 0 | 5.061% | 12.227% | 2.0% | 153.0% | 511.4% |
| Age55_Nulliparous | 55 | 13 | 0 | None | 0 | 2.845% | 6.842% | 1.3% | 118.8% | 426.3% |
| Age55_FamilyHistory | 55 | 13 | 0 | 25 | 2 | 10.430% | 25.482% | 4.1% | 154.4% | 521.5% |
| Age57_LateBirth | 57 | 13 | 0 | 32 | 0 | 3.246% | 7.339% | 1.8% | 80.3% | 307.7% |
| Age57_Combined1 | 57 | 12 | 1 | 28 | 1 | 12.410% | 28.651% | 3.0% | 313.7% | 855.0% |
| Age58_Combined2 | 58 | 11 | 1 | None | 1 | 15.133% | 35.579% | 3.4% | 345.1% | 946.4% |
| Age59_HighRisk | 59 | 11 | 2 | None | 2 | 24.837% | 60.404% | 7.8% | 218.4% | 674.4% |
| Age59_LateMenarche | 59 | 15 | 0 | 22 | 0 | 2.795% | 6.457% | 1.1% | 154.1% | 487.0% |
| Age60_Baseline | 60 | 13 | 0 | 25 | 0 | 3.433% | 8.011% | 1.6% | 114.6% | 400.7% |
| Age60_EarlyMenarche | 60 | 11 | 0 | 25 | 0 | 4.155% | 9.710% | 1.8% | 130.8% | 439.5% |
| Age60_Biopsies | 60 | 13 | 2 | 25 | 0 | 6.093% | 14.297% | 2.4% | 153.9% | 495.7% |
| Age60_Nulliparous | 60 | 13 | 0 | None | 0 | 3.433% | 8.011% | 1.6% | 114.6% | 400.7% |
| Age60_FamilyHistory | 60 | 13 | 0 | 25 | 2 | 12.477% | 29.696% | 5.0% | 149.5% | 493.9% |
| Age62_LateBirth | 62 | 13 | 0 | 32 | 0 | 3.770% | 8.364% | 2.1% | 79.5% | 298.3% |
| Age62_Combined1 | 62 | 12 | 1 | 28 | 1 | 14.287% | 32.502% | 3.5% | 308.2% | 828.6% |
| Age63_Combined2 | 63 | 11 | 1 | None | 1 | 17.274% | 39.671% | 4.0% | 331.8% | 891.8% |
| Age64_HighRisk | 64 | 11 | 2 | None | 2 | 27.917% | 65.888% | 9.1% | 206.8% | 624.0% |
| Age64_LateMenarche | 64 | 15 | 0 | 22 | 0 | 3.208% | 7.108% | 1.3% | 146.7% | 446.8% |
| Age65_Baseline | 65 | 13 | 0 | 25 | 0 | 3.914% | 8.637% | 1.8% | 117.4% | 379.8% |
| Age65_EarlyMenarche | 65 | 11 | 0 | 25 | 0 | 4.733% | 10.466% | 2.0% | 136.7% | 423.3% |
| Age65_Biopsies | 65 | 13 | 2 | 25 | 0 | 6.929% | 15.400% | 2.8% | 147.5% | 450.0% |
| Age65_Nulliparous | 65 | 13 | 0 | None | 0 | 3.914% | 8.637% | 1.8% | 117.4% | 379.8% |
| Age65_FamilyHistory | 65 | 13 | 0 | 25 | 2 | 14.110% | 31.919% | 5.7% | 147.5% | 460.0% |
| Age67_LateBirth | 67 | 13 | 0 | 32 | 0 | 4.007% | 8.698% | 2.3% | 74.2% | 278.2% |
| Age67_Combined1 | 67 | 12 | 1 | 28 | 1 | 15.111% | 33.727% | 3.9% | 287.5% | 764.8% |
| Age68_Combined2 | 68 | 11 | 1 | None | 1 | 18.039% | 40.622% | 4.3% | 319.5% | 844.7% |
| Age69_HighRisk | 69 | 11 | 2 | None | 2 | 28.704% | 66.717% | 9.6% | 199.0% | 595.0% |
| Age69_LateMenarche | 69 | 15 | 0 | 22 | 0 | 3.327% | 7.225% | 1.4% | 137.6% | 416.1% |
| Age70_Baseline | 70 | 13 | 0 | 25 | 0 | 4.006% | 8.708% | 1.9% | 110.9% | 358.3% |
| Age70_EarlyMenarche | 70 | 11 | 0 | 25 | 0 | 4.845% | 10.551% | 2.1% | 130.7% | 402.4% |
| Age70_Biopsies | 70 | 13 | 2 | 25 | 0 | 7.087% | 15.522% | 2.9% | 144.4% | 435.2% |
| Age70_Nulliparous | 70 | 13 | 0 | None | 0 | 4.006% | 8.708% | 1.9% | 110.9% | 358.3% |
| Age70_FamilyHistory | 70 | 13 | 0 | 25 | 2 | 14.403% | 32.139% | 6.0% | 140.1% | 435.6% |
| Age72_LateBirth | 72 | 13 | 0 | 32 | 0 | 4.048% | 8.621% | 2.4% | 68.7% | 259.2% |
| Age72_Combined1 | 72 | 12 | 1 | 28 | 1 | 15.229% | 33.393% | 4.1% | 271.4% | 714.5% |
| Age73_Combined2 | 73 | 11 | 1 | None | 1 | 18.091% | 39.727% | 4.5% | 302.0% | 782.8% |
| Age74_HighRisk | 74 | 11 | 2 | None | 2 | 28.578% | 64.144% | 9.9% | 188.7% | 547.9% |
| Age74_LateMenarche | 74 | 15 | 0 | 22 | 0 | 3.331% | 6.950% | 1.4% | 137.9% | 396.4% |
| Age75_Baseline | 75 | 13 | 0 | 25 | 0 | 3.988% | 8.206% | 2.0% | 99.4% | 310.3% |
| Age75_EarlyMenarche | 75 | 11 | 0 | 25 | 0 | 4.822% | 9.943% | 2.2% | 119.2% | 351.9% |
| Age75_Biopsies | 75 | 13 | 2 | 25 | 0 | 7.051% | 14.627% | 2.9% | 143.1% | 404.4% |
| Age75_Nulliparous | 75 | 13 | 0 | None | 0 | 3.988% | 8.206% | 2.0% | 99.4% | 310.3% |
| Age75_FamilyHistory | 75 | 13 | 0 | 25 | 2 | 14.307% | 30.295% | 6.1% | 134.5% | 396.6% |
| Age77_LateBirth | 77 | 13 | 0 | 32 | 0 | 3.791% | 7.722% | 2.4% | 57.9% | 221.7% |
| Age77_Combined1 | 77 | 12 | 1 | 28 | 1 | 14.279% | 29.962% | 4.0% | 257.0% | 649.1% |
| Age78_Combined2 | 78 | 11 | 1 | None | 1 | 16.722% | 34.662% | 4.4% | 280.1% | 687.8% |
| Age79_HighRisk | 79 | 11 | 2 | None | 2 | 26.056% | 54.209% | 9.4% | 177.2% | 476.7% |
| Age79_LateMenarche | 79 | 15 | 0 | 22 | 0 | 3.016% | 5.822% | 1.4% | 115.4% | 315.9% |

## Summary Statistics

**Discrete Model Performance:**
- Average Error: 154.4%
- Error Range: 1.7% - 352.2%
- Cases Processed: 90

**Continuous Model Performance:**
- Average Error: 497.9%
- Error Range: 134.4% - 971.2%
- Cases Processed: 90

**Continuous Model Improvement: -343.5 percentage points better on average**
