Fold 1 - Understanding why coefficient 2465195 was selected
Tag: BABIES
Selected Coefficient: 2465195
Taxonomy Path: 0.0.0.5
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? |
|---|---|---|---|---|---|
| 2465195 | 3.000162 | 0.0.0.5 | 5.0.0.0 (5*79^3) | Yes | |
| 77900162 | 3.000162 | 0.0.0.0.2 | 2.0.0.0.0 (2*79^4) | No | |
| 196678874 | 3.000320 | 0.0.72.3.5 | 5.3.72.0.0 (5*79^4 + 3*79^3 + 72*79^2) | No | |
| -3127480 | 5.000000 | -28.9.27.6 | -6.27.9.28 (-(6*79^3 + 27*79^2 + 9*79 + 28)) | No | |
| -175090 | 5.000000 | -26.4.28 | -28.4.26 (-(28*79^2 + 4*79 + 26)) | No | |
| 406208292 | 5.000000 | 9.4.70.33.10 | 10.33.70.4.9 (10*79^4 + 33*79^3 + 70*79^2 + 4*79 + 9) | No |
These are the training products that have the "BABIES" tag (processing sequence 4518). 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 | 406208292 | BIRTH CARE, CRADLE CAP, LIVER | 403743097 | none | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 196678874 | FAIR TRADE, NOURISHING, CRADLE CAP, CHILDREN'S, SKIN INFECTION | 194213679 | none | ||
| 3101 | Global Soap Shampoo Bars | 77900162 | HAIR CARE | 75434967 | none | ||
| 3118 | Kiwiherb Dermacare Cream | 2465195 | CHILDREN'S | 0 | none | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -175090 | DIFFUSION, GIFT SET, FAIR TRADE, MATERNITY, BIRTH CARE, MUSCLE RELIEF | -2640285 | none | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -3127480 | FAIR TRADE, GAS, CHILDREN'S | -5592675 | none |