Fold 2 - Understanding why coefficient 1386275 was selected
Tag: FACE
Selected Coefficient: 1386275
Taxonomy Path: 0.0.62.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 1386275 | 1.000198 | 0.0.62.3 | 3.62.0.0 (3*71^3 + 62*71^2) | Yes | |
| 3708618331 | 1.000198 | 0.0.60.66.3.2 | 2.3.66.60.0.0 (2*71^5 + 3*71^4 + 66*71^3 + 60*71^2) | No | |
| 174907125 | 2.000000 | 45.64.48.62.6 | 6.62.48.64.45 (6*71^4 + 62*71^3 + 48*71^2 + 64*71 + 45) | No |
These are the training products that have the "FACE" tag (processing sequence 726). 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 |
|---|---|---|---|---|---|---|---|
| 3090 | Eco By Sonya Super Fruit Toner - ON SALE! | 3708618331 | ORGANIC, FACIAL, BEAUTY | 3707232056 | none | ||
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 174907125 | ORGANIC, FACIAL, ANTI-AGEING | 173520850 | SCARS | ||
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 1386275 | FACIAL, APHRODISIAC | 0 | none |