Fold 1 - Understanding why coefficient 68990 was selected
Tag: TUMBLER
Selected Coefficient: 68990
Taxonomy Path: 23.4.11
Taxonomy Name: Sporting Goods > Outdoor Recreation > Hydration Systems
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 68990 | 3.000000 | 23.4.11 | 11.4.23 (11*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Hydration Systems | Yes |
| 0 | 4.000002 | 0 | 0 (0) | No | |
| 493039 | 4.000002 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| 5443035 | 5.000000 | 14.11.3.11 | 11.3.11.14 (11*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | No |
These are the training products that have the "TUMBLER" tag (processing sequence 2935). 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 |
|---|---|---|---|---|---|---|---|
| 6689 | 360 Degrees Insulated Sip 1L Water Bottle | 5443035 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | none | 5374045 | none | |
| 6655 | Oasis Insulated Smoothie Tumbler with Straw 520ML | 493039 | OASIS | 424049 | none | ||
| 6676 | 360 Degrees Single Wall Water Bottle 1L | 68990 | Sporting Goods > Outdoor Recreation > Hydration Systems | none | 0 | none | |
| 6677 | 360 Degrees Single Wall Water Bottle 750ML | 68990 | Sporting Goods > Outdoor Recreation > Hydration Systems | none | 0 | none | |
| 6690 | 360 Degrees Insulated Sip 750ML Water Bottle | 68990 | Sporting Goods > Outdoor Recreation > Hydration Systems | none | 0 | none | |
| 6640 | Oasis Stainless Steel Insulated Jug with Carry Handle 2.1L | 0 | OASIS | -68990 | none |