Fold 0 - Understanding why coefficient 5 was selected
Tag: RETAIL-STARTER-PACK
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
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) | Yes | |
| 206837 | 8.000000 | 1.2.30 | 30.2.1 (30*83^2 + 2*83 + 1) | No | |
| 186 | 10.000000 | 20.2 | 2.20 (2*83 + 20) | No |
These are the training products that have the "RETAIL-STARTER-PACK" tag (processing sequence 3746). 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 | 206837 | none | 206832 | none | ||
| 17017 | Best Year Yet Kids 5-Pack | 206837 | none | 206832 | none | ||
| 17268 | Uplifting Reminders 5-Pack | 206837 | none | 206832 | none | ||
| 16917 | Scripture Based 5-Pack | 186 | none | 181 | none | ||
| 16903 | Top Sellers Bundle - 12 Bracelet Designs | 5 | none | 0 | none | ||
| 17083 | Reminders We All Need 5-Pack | 5 | none | 0 | none | ||
| 17266 | Persistence 5-Pack | 5 | none | 0 | none | ||
| 16994 | Mom's Best Year 5-Pack | 5 | none | 0 | none | ||
| 16904 | Top Sellers Bundle - 18 Bracelet Designs | 5 | none | 0 | none | ||
| 16921 | Women Empowerment 5-Pack | 5 | none | 0 | none | ||
| 16993 | Faith Based Top Sellers Bundle - 6 Bracelet Designs | 5 | none | 0 | none |