Fold 0 - Understanding why coefficient -125070 was selected
Tag: BREAK OUTS
Selected Coefficient: -125070
Taxonomy Path: -13.3.20
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 5
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -125070 | 4.000000 | -13.3.20 | -20.3.13 (-(20*79^2 + 3*79 + 13)) | Yes | |
| 822276714 | 9.000160 | 0.0.61.8.21 | 21.8.61.0.0 (21*79^4 + 8*79^3 + 61*79^2) | No | |
| 824192701 | 9.000160 | 0.0.52.12.21 | 21.12.52.0.0 (21*79^4 + 12*79^3 + 52*79^2) | No | |
| -250135 | 10.000000 | -21.6.40 | -40.6.21 (-(40*79^2 + 6*79 + 21)) | No | |
| 240066556 | 10.000000 | 13.3.72.12.6 | 6.12.72.3.13 (6*79^4 + 12*79^3 + 72*79^2 + 3*79 + 13) | No |
These are the training products that have the "BREAK OUTS" tag (processing sequence 866). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 13674 | Deep Nourish Facial Essence with Rose & Blackcurrant | 824192701 | ACNE, AWARD WINNING | 824317771 | none | ||
| 13700 | Radiance Facial Essence with Rose & Marula | 822276714 | STRESS, ACNE | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | CALM, ITCHY SKIN | |
| 13703 | Carrot & Mango Cleansing Butter | 240066556 | ACNE | 240191626 | none | ||
| 13669 | The Ultimate Collection - Radiance Saviour | -125070 | ORGANIC, ACNE, AWARD WINNING | 0 | none | ||
| 13650 | Radiance Saviour Essential Collection | -125070 | ORGANIC, ACNE, AWARD WINNING | 0 | none | ||
| 13671 | Radiance Restore Collection | -125070 | ORGANIC, ACNE, AWARD WINNING | 0 | none | ||
| 13672 | Radiance Saviour Collection | -125070 | ORGANIC, ACNE, AWARD WINNING | 0 | none | ||
| 13670 | The Ultimate Collection - Radiance Restore | -125070 | ORGANIC, ACNE, AWARD WINNING | 0 | none | ||
| 13651 | Radiance Saviour Complete Collection | -125070 | ORGANIC, ACNE, AWARD WINNING | 0 | none | ||
| 13652 | Radiance Restore Essentials Collection | -125070 | ORGANIC, ACNE, AWARD WINNING | 0 | none | ||
| 13653 | Radiance Restore Complete Collection | -250135 | ORGANIC, ACNE, AWARD WINNING | -125065 | none |