Fold 3 - Understanding why coefficient -289902898 was selected
Tag: BABIES
Selected Coefficient: -289902898
Taxonomy Path: -0.0.1.9.6
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -289902898 | 3.024242 | -0.0.1.9.6 | -6.9.1.0.0 (-(6*83^4 + 9*83^3 + 6889)) | Yes | |
| 148671509 | 3.024242 | 0.0.1.11.3 | 3.11.1.0.0 (3*83^4 + 11*83^3 + 6889) | No | |
| 166 | 3.036145 | 0.2 | 2.0 (2*83) | No | |
| -285797220 | 3.036145 | -0.2.69.1.6 | -6.1.69.2.0 (-(6*83^4 + 571787 + 69*83^2 + 2*83)) | No | |
| -525672392 | 6.000000 | -26.4.29.6.11 | -11.6.29.4.26 (-(11*83^4 + 6*83^3 + 29*83^2 + 4*83 + 26)) | No | |
| 1001785126 | 6.000000 | 26.6.2.9.21 | 21.9.2.6.26 (21*83^4 + 9*83^3 + 2*83^2 + 6*83 + 26) | No | |
| 998016030789 | 6.000000 | 48.13.19.26.30.4.3 | 3.4.30.26.19.13.48 (3*83^6 + 4*83^5 + 30*83^4 + 26*83^3 + 19*83^2 + 13*83 + 48) | No |
These are the training products that have the "BABIES" tag (processing sequence 7100). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 998016030789 | LIVER, GENTLE, PREGNANCY, CRADLE CAP, BEAUTY | 998305933687 | BODY | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 1001785126 | OILS, GENTLE, CRADLE CAP, SKIN INFECTION | 1291688024 | none | ||
| 3101 | Global Soap Shampoo Bars | 148671509 | SOAP BAR, CLEANSE, HAIR CARE | 438574407 | none | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | 166 | OILS, GENTLE | 289903064 | none | ||
| 3118 | Kiwiherb Dermacare Cream | -285797220 | SKINCARE | 4105678 | none | ||
| 3098 | Global Soap Detox Skin Bar | -289902898 | SOAP BAR, CLEANSE, SKINCARE | 0 | none | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -525672392 | DIFFUSION, GIFT SET, BREASTFEEDING, OILS, PREGNANCY | -235769494 | none |