Fold 2 - Understanding why coefficient 4112829 was selected
Tag: BABIES
Selected Coefficient: 4112829
Taxonomy Path: 13.1.16.7
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 4112829 | 4.012048 | 13.1.16.7 | 7.16.1.13 (7*83^3 + 16*83^2 + 83 + 13) | Yes | |
| 149877346 | 4.012048 | 13.3.10.13.3 | 3.13.10.3.13 (3*83^4 + 13*83^3 + 10*83^2 + 3*83 + 13) | No | |
| -901763054 | 5.000000 | -9.81.7.0.19 | -19.0.7.81.9 (-(19*83^4 + 7*83^2 + 81*83 + 9)) | No | |
| -2969255 | 5.000000 | -13.1.16.5 | -5.16.1.13 (-(5*83^3 + 16*83^2 + 83 + 13)) | No | |
| 537674 | 5.000000 | 0.4.78 | 78.4.0 (78*83^2 + 4*83) | No | |
| 893461608 | 5.000000 | 57.78.47.68.18 | 18.68.47.78.57 (18*83^4 + 68*83^3 + 47*83^2 + 78*83 + 57) | No |
These are the training products that have the "BABIES" tag (processing sequence 7045). 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 |
|---|---|---|---|---|---|---|---|
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 893461608 | DIFFUSION, FAIR TRADE, BIRTH CARE, SLEEP | 889348779 | none | ||
| 3101 | Global Soap Shampoo Bars | 149877346 | none | 145764517 | HAIR CARE | ||
| 3118 | Kiwiherb Dermacare Cream | 4112829 | none | 0 | none | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 537674 | FATIGUE, BIRTH CARE, LIVER, GENTLE | -3575155 | none | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -2969255 | FAIR TRADE, NOURISHING, GENTLE, NEWBORNS, SLEEP | -7082084 | none | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -901763054 | FAIR TRADE, GENTLE, SLEEP | -905875883 | none |