Fold 3 - Understanding why coefficient -816714 was selected
Tag: ECZEMA
Selected Coefficient: -816714
Taxonomy Path: -1.1.20.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -816714 | 4.000000 | -1.1.20.2 | -2.20.1.1 (-(2*71^3 + 20*71^2 + 71 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 174907125 | 5.000000 | 45.64.48.62.6 | 6.62.48.64.45 (6*71^4 + 62*71^3 + 48*71^2 + 64*71 + 45) | No | |
| 479504735 | 5.000000 | 58.67.51.61.18 | 18.61.51.67.58 (18*71^4 + 61*71^3 + 51*71^2 + 67*71 + 58) | No |
These are the training products that have the "ECZEMA" tag (processing sequence 692). 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 |
|---|---|---|---|---|---|---|---|
| 3153 | Living Nature Advanced Renewal Night Serum | 479504735 | FACIAL, ANTI-AGEING, ANTI-INFLAMMATORY | 480321449 | SKIN TONING | ||
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 174907125 | ORGANIC, FACIAL, ANTI-AGEING | 175723839 | none | ||
| 2884 | Absolute Essential Calm Skin Oil (Organic) | 0 | ORGANIC | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | |
| 3071 | Absolute Essential Argan Oil (Organic) | 0 | ANTI-AGEING, ANTI-INFLAMMATORY | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | HAIR CARE, INFANTS | |
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -816714 | ORGANIC, BEACH | 0 | JOINT FUNCTION | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | -816714 | ORGANIC, BEACH | 0 | none |