Fold 2 - Understanding why coefficient 5 was selected
Tag: FREEAFFIRMATION
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 5 | 4.000000 | 5 | 5 (5) | Bundles | Yes |
| 150203 | 7.000160 | 24.5.24 | 24.5.24 (24*79^2 + 5*79 + 24) | Toys & Games > Toys > Toy Gift Baskets | No |
| 6660 | 7.000481 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | No |
These are the training products that have the "FREEAFFIRMATION" tag (processing sequence 2549). 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 |
|---|---|---|---|---|---|---|---|
| 17281 | Series 3-Pack - July 2022 | 150203 | Toys & Games > Toys > Toy Gift Baskets | none | 150198 | PACK:SERIES, ALLSERIESPACKS, EU-ONLY | |
| 17282 | Series 3-Pack - September 2022 | 150203 | Toys & Games > Toys > Toy Gift Baskets | none | 150198 | PACK:SERIES, ALLSERIESPACKS, EU-ONLY | |
| 17283 | Series Mystery 3-Pack | 150203 | Toys & Games > Toys > Toy Gift Baskets | none | 150198 | PACK:SERIES | |
| 16920 | Winter Solstice - Mystery 3-Pack | 6660 | Toys & Games > Toys > Activity Toys | none | 6655 | EU-ONLY | |
| 17267 | Rubber Ducky Goldies | 5 | Bundles | none | 0 | none | |
| 17271 | Prepaid Grandfathered Mystery 4-Pack | 5 | Bundles | none | 0 | none | |
| 17280 | Series 3-Pack - August 2022 | 5 | Bundles | none | 0 | PACK:SERIES, ALLSERIESPACKS, EU-ONLY | |
| 17284 | Series Pack - February 2023 | 5 | Bundles | none | 0 | PACK:SERIES, ALLSERIESPACKS | |
| 16995 | Feel-Good 4-Pack | 5 | Bundles | none | 0 | none | |
| 17047 | Grandfathered Mystery 3-Pack | 5 | Bundles | none | 0 | none | |
| 17048 | Guaranteed Goldie Mystery 3-Pack | 5 | Bundles | none | 0 | none |