Fold 1 - Understanding why coefficient 187384 was selected
Tag: APPEXCLUSIVE2024
Selected Coefficient: 187384
Taxonomy Path: 75.1.30
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 187384 | 4.000000 | 75.1.30 | 30.1.75 (30*79^2 + 79 + 75) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 173 | 7.000000 | 15.2 | 2.15 (2*79 + 15) | Luggage & Bags > Briefcases | No |
These are the training products that have the "APPEXCLUSIVE2024" tag (processing sequence 2953). 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 |
|---|---|---|---|---|---|---|---|
| 17058 | Inner Peace 5-Pack | 187384 | RETAIL-STARTER-PACK | 0 | none | ||
| 17307 | The Great Adventurer 5-Pack | 187384 | RETAIL-STARTER-PACK | 0 | none | ||
| 17268 | Uplifting Reminders 5-Pack | 187384 | RETAIL-STARTER-PACK | 0 | none | ||
| 17017 | Best Year Yet Kids 5-Pack | 187384 | RETAIL-STARTER-PACK | 0 | none | ||
| 16917 | Scripture Based 5-Pack | 173 | Luggage & Bags > Briefcases | RETAIL-STARTER-PACK | -187211 | none | |
| 17020 | Better Each Year 5-Pack | 0 | RETAIL-STARTER-PACK | -187384 | none | ||
| 16994 | Mom's Best Year 5-Pack | 0 | RETAIL-STARTER-PACK | -187384 | none | ||
| 16921 | Women Empowerment 5-Pack | 0 | RETAIL-STARTER-PACK | -187384 | none |