Fold 4 - Understanding why coefficient -240722680 was selected
Tag: PERSONAL CARE
Selected Coefficient: -240722680
Taxonomy Path: -21.4.0.6.5
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? |
|---|---|---|---|---|---|
| -240722680 | 3.000000 | -21.4.0.6.5 | -5.6.0.4.21 (-(5*83^4 + 6*83^3 + 4*83 + 21)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 87 | 3.000000 | 4.1 | 1.4 (83 + 4) | Baby & Toddler > Baby Bathing | No |
| 2803419 | 3.000000 | 11.78.74.4 | 4.74.78.11 (4*83^3 + 74*83^2 + 78*83 + 11) | No |
These are the training products that have the "PERSONAL CARE" tag (processing sequence 6753). 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 |
|---|---|---|---|---|---|---|---|
| 3165 | PATCH Body Strap Tape - ON SALE! | 2803419 | BIO-DEGRADABLE | 243526099 | BAMBOO | ||
| 4939 | Redecker 'Whale' Children's Nail Brush | 87 | Baby & Toddler > Baby Bathing | none | 240722767 | HAIR CARE | |
| 3139 | Nature's Kiss Antiflamme Joints | 0 | ARTHRITIS, COLLAGEN, TOPICAL REMEDIES | 240722680 | none | ||
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | -240722680 | REVITALISING, MEDITATION | 0 | none |