Fold 1 - Understanding why coefficient 18975 was selected
Tag: POUCHES
Selected Coefficient: 18975
Taxonomy Path: 15.3.3
Taxonomy Name: Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 18975 | 2.000320 | 15.3.3 | 3.3.15 (3*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | Yes |
| 31457 | 2.000481 | 15.3.5 | 5.3.15 (5*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | No |
| 25216 | 2.000481 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
| 162 | 5.000000 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 362071 | 5.000000 | 14.1.58 | 58.1.14 (58*79^2 + 79 + 14) | No |
These are the training products that have the "POUCHES" tag (processing sequence 3959). 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 |
|---|---|---|---|---|---|---|---|
| 13418 | Little Miss One-derful First Birthday Party Favor Pouches, 7" x 5" | 8ct | 362071 | 1ST BIRTHDAY, LITTLE MISS ONE-DERFUL | 343096 | none | ||
| 252 | Coral Sun Accessory Pouch | 31457 | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | none | 12482 | ASSEMBLED IN THE USA | |
| 13936 | Wagified Bestie Pouch | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 6241 | ASSEMBLED IN THE USA | |
| 249 | Accessory Pouch | 18975 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | 0 | BAGS, ASSEMBLED IN THE USA | |
| 278 | Alycia Mikay Makeup Bag | 18975 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | 0 | BAGS | |
| 13431 | Little Mister One-derful First Birthday Party Favor Pouches, 7" x 5" | 8 ct | 162 | Baby & Toddler > Baby Gift Sets | 1ST BIRTHDAY, LITTLE MISTER ONE-DERFUL | -18813 | none |