Fold 1 - Understanding why coefficient -249359897679 was selected
Tag: GIFT PACK
Selected Coefficient: -249359897679
Taxonomy Path: -0.0.0.3.3.2.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -249359897679 | 1.000002 | -0.0.0.3.3.2.1 | -1.2.3.3.0.0.0 (-(243087455521 + 2*79^5 + 3*79^4 + 3*79^3)) | Yes | |
| 0 | 1.000002 | 0 | 0 (0) | No | |
| 1349 | 2.000000 | 6.17 | 17.6 (17*79 + 6) | Business & Industrial > Manufacturing | No |
These are the training products that have the "GIFT PACK" tag (processing sequence 3695). 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 |
|---|---|---|---|---|---|---|---|
| 20048 | Robison-Anton Gift Set 40wt Super Strength Rayon - 12 Spools GGR2022 | 1349 | Business & Industrial > Manufacturing | none | 249359899028 | none | |
| 20049 | Robison-Anton Gift Set 40wt Super Strength Rayon - 24 Spools GGR2023 | 0 | none | 249359897679 | none | ||
| 21055 | Modelrock Graffiti Collection Bundle | -249359897679 | EYESHADOW | 0 | none |