Fold 4 - Understanding why coefficient -508760079 was selected
Tag: ORGANIC CLEANSER
Selected Coefficient: -508760079
Taxonomy Path: -0.0.70.4.13
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -508760079 | 4.000160 | -0.0.70.4.13 | -13.4.70.0.0 (-(13*79^4 + 4*79^3 + 70*79^2)) | Yes | |
| 1454153 | 4.000320 | 0.0.75.2 | 2.75.0.0 (2*79^3 + 75*79^2) | No | |
| 125070 | 5.000160 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 238150569 | 5.000160 | 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 |
| -510426751 | 6.000000 | -9.4.21.8.13 | -13.8.21.4.9 (-(13*79^4 + 8*79^3 + 21*79^2 + 4*79 + 9)) | No | |
| 750992762 | 6.000000 | 39.9.15.22.19 | 19.22.15.9.39 (19*79^4 + 22*79^3 + 15*79^2 + 9*79 + 39) | No |
These are the training products that have the "ORGANIC CLEANSER" tag (processing sequence 2230). 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 |
|---|---|---|---|---|---|---|---|
| 13703 | Carrot & Mango Cleansing Butter | 750992762 | BREAK OUTS | 1259752841 | none | ||
| 13676 | Apricot Geranium Facial Cleansing Bar | 238150569 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | none | 746910648 | none | |
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 1454153 | LAVENDER, ANTI-AGEING, AWARD WINNING, BREAK OUTS | 510214232 | none | ||
| 13714 | Best Sellers Capsule Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 508885149 | none | |
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | -508760079 | ANTI-AGEING | 0 | none | ||
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | -508760079 | ANTI-AGEING | 0 | none | ||
| 13668 | Essential Magazine - July 2018 | -510426751 | ANTI-AGEING, AWARD WINNING | -1666672 | none |