Fold 1 - Understanding why coefficient 332096039 was selected
Tag: DRY SKIN
Selected Coefficient: 332096039
Taxonomy Path: 0.0.62.4.13
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? |
|---|---|---|---|---|---|
| 332096039 | 1.000198 | 0.0.62.4.13 | 13.4.62.0.0 (13*71^4 + 4*71^3 + 62*71^2) | Yes | |
| 535389487 | 1.000198 | 0.0.62.4.21 | 21.4.62.0.0 (21*71^4 + 4*71^3 + 62*71^2) | No | |
| 0 | 1.000397 | 0 | 0 (0) | No | |
| 508490485 | 3.000000 | 58.67.50.0.20 | 20.0.50.67.58 (20*71^4 + 50*71^2 + 67*71 + 58) | No |
These are the training products that have the "DRY SKIN" tag (processing sequence 670). 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 | 535389487 | FACIAL | 203293448 | none | ||
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 508490485 | ORGANIC, FACIAL | 176394446 | none | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 332096039 | FACIAL | 0 | EXFOLIATION, SCRUB | ||
| 2884 | Absolute Essential Calm Skin Oil (Organic) | 0 | ORGANIC | -332096039 | none |