Fold 4 - Understanding why coefficient -512842193 was selected
Tag: BREAK OUTS
Selected Coefficient: -512842193
Taxonomy Path: -26.6.13.13.13
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -512842193 | 4.000160 | -26.6.13.13.13 | -13.13.13.6.26 (-(13*79^4 + 13*79^3 + 13*79^2 + 6*79 + 26)) | Yes | |
| -511388040 | 4.000801 | -26.6.17.10.13 | -13.10.17.6.26 (-(13*79^4 + 10*79^3 + 17*79^2 + 6*79 + 26)) | No | |
| -512967258 | 9.000000 | -34.9.33.13.13 | -13.13.33.9.34 (-(13*79^4 + 13*79^3 + 33*79^2 + 9*79 + 34)) | No | |
| 238150569 | 9.000000 | 13.3.2.9.6 | 6.9.2.3.13 (6*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | No |
| 311475578 | 9.000000 | 66.75.58.78.7 | 7.78.58.75.66 (7*79^4 + 78*79^3 + 58*79^2 + 75*79 + 66) | No | |
| 311600648 | 9.000000 | 0.0.0.0.8 | 8.0.0.0.0 (8*79^4) | No |
These are the training products that have the "BREAK OUTS" tag (processing sequence 869). 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 |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 311600648 | ANTI-AGEING | 824442841 | CALM, ITCHY SKIN | ||
| 13674 | Deep Nourish Facial Essence with Rose & Blackcurrant | 311475578 | ANTI-AGEING, AWARD WINNING | 824317771 | none | ||
| 13703 | Carrot & Mango Cleansing Butter | 238150569 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | none | 750992762 | ORGANIC CLEANSER | |
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | -511388040 | LAVENDER, ANTI-AGEING, AWARD WINNING | 1454153 | ORGANIC CLEANSER | ||
| 13650 | Radiance Saviour Essential Collection | -512842193 | ORGANIC, ANTI-AGEING, AWARD WINNING | 0 | none | ||
| 13672 | Radiance Saviour Collection | -512842193 | ORGANIC, ANTI-AGEING, AWARD WINNING | 0 | none | ||
| 13651 | Radiance Saviour Complete Collection | -512842193 | ORGANIC, ANTI-AGEING, AWARD WINNING | 0 | none | ||
| 13652 | Radiance Restore Essentials Collection | -512842193 | ORGANIC, ANTI-AGEING, AWARD WINNING | 0 | none | ||
| 13671 | Radiance Restore Collection | -512842193 | ORGANIC, ANTI-AGEING, AWARD WINNING | 0 | none | ||
| 13653 | Radiance Restore Complete Collection | -512967258 | ORGANIC, ANTI-AGEING, AWARD WINNING | -125065 | none |