Fold 0 - Understanding why coefficient -1111399 was selected
Tag: NATURAL SKINCARE/STARTER KITS & GIFTS
Selected Coefficient: -1111399
Taxonomy Path: -27.6.20.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1111399 | 2.000000 | -27.6.20.2 | -2.20.6.27 (-(2*79^3 + 20*79^2 + 6*79 + 27)) | Yes | |
| 124570 | 2.000000 | 66.75.19 | 19.75.66 (19*79^2 + 75*79 + 66) | No | |
| 125070 | 2.000000 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
These are the training products that have the "NATURAL SKINCARE/STARTER KITS & GIFTS" tag (processing sequence 2138). 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 |
|---|---|---|---|---|---|---|---|
| 11492 | Body Essentials Bundle | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 1236469 | none | |
| 11469 | Chinese Herbal Eczema Bundle | 124570 | BALM & OIL, ECZEMA SOAP | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | |
| 11495 | Eczema Face Moisturizer & Cleanser Kit | -1111399 | BALM & OIL, ECZEMA SOAP, GIFT SETS, NATURAL SKINCARE/SHOP BY SKIN CONCERN/ROSACEA, NATURAL SKINCARE/SHOP BY SKIN CONCERN/THICK\/DRY\/SCALY ECZEMA | 0 | none |