Fold 2 - Understanding why coefficient 262 was selected
Tag: NATURAL SKINCARE/FACE & EYE CARE
Selected Coefficient: 262
Taxonomy Path: 13.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 262 | 2.000145 | 13.3 | 3.13 (3*83 + 13) | Yes | |
| 4371325655 | 2.000145 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (3939040643 + 9*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| -1419397 | 3.000000 | -14.3.40.2 | -2.40.3.14 (-(2*83^3 + 40*83^2 + 3*83 + 14)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "NATURAL SKINCARE/FACE & EYE CARE" tag (processing sequence 4796). 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 |
|---|---|---|---|---|---|---|---|
| 6696 | Organic Calendula Lip Balm | 4371325655 | none | 4371325393 | BALM & OIL | ||
| 11449 | Satya Eczema Cream Glide Stick | 262 | none | 0 | BALM & OIL, NATURAL SKINCARE/SHOP BY SKIN CONCERN/SEBORRHEIC DERMATITIS, NATURAL SKINCARE/SHOP BY SKIN CONCERN/PSORIASIS | ||
| 6737 | Organic Calendula Face Wash | 0 | NATURAL SKINCARE/VEGAN PRODUCTS | -262 | BALM & OIL | ||
| 11495 | Eczema Face Moisturizer & Cleanser Kit | -1419397 | NATURAL SKINCARE/STARTER KITS & GIFTS, GIFT SETS | -1419659 | BALM & OIL, NATURAL SKINCARE/SHOP BY SKIN CONCERN/ROSACEA |