Fold 4 - Understanding why coefficient 479504735 was selected
Tag: DRY SKIN
Selected Coefficient: 479504735
Taxonomy Path: 58.67.51.61.18
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 479504735 | 3.014085 | 58.67.51.61.18 | 18.61.51.67.58 (18*71^4 + 61*71^3 + 51*71^2 + 67*71 + 58) | Yes | |
| 536427849 | 3.014085 | 58.69.54.7.21 | 21.7.54.69.58 (21*71^4 + 7*71^3 + 54*71^2 + 69*71 + 58) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 174907125 | 4.000000 | 45.64.48.62.6 | 6.62.48.64.45 (6*71^4 + 62*71^3 + 48*71^2 + 64*71 + 45) | No | |
| 201403147 | 4.000000 | 3.1.51.65.7 | 7.65.51.1.3 (7*71^4 + 65*71^3 + 51*71^2 + 71 + 3) | No |
These are the training products that have the "DRY SKIN" tag (processing sequence 666). 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 |
|---|---|---|---|---|---|---|---|
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 536427849 | FACIAL, SCRUB, ANTIOXIDANT | 56923114 | EXFOLIATION | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 479504735 | FACIAL, ANTI-AGEING, ANTI-INFLAMMATORY | 0 | none | ||
| 3103 | Global Soap Coffee Scrub Soap | 201403147 | SCRUB, ANTIOXIDANT, CLEANSE | -278101588 | NOURISHING | ||
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 174907125 | ORGANIC, FACIAL, ANTI-AGEING | -304597610 | SCARS | ||
| 2884 | Absolute Essential Calm Skin Oil (Organic) | 0 | ORGANIC | -479504735 | none |