Fold 4 - Understanding why coefficient 25216 was selected
Tag: POUCHES
Selected Coefficient: 25216
Taxonomy Path: 15.3.4
Taxonomy Name: Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry 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? |
|---|---|---|---|---|---|
| 25216 | 2.000320 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | Yes |
| 18975 | 2.000481 | 15.3.3 | 3.3.15 (3*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | No |
| 31457 | 2.000481 | 15.3.5 | 5.3.15 (5*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | No |
| -158 | 4.012658 | -0.2 | -2.0 (-(2*79)) | No | |
| 0 | 4.012658 | 0 | 0 (0) | No |
These are the training products that have the "POUCHES" tag (processing sequence 4040). 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 |
|---|---|---|---|---|---|---|---|
| 252 | Coral Sun Accessory Pouch | 31457 | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | none | 6241 | AOP | |
| 12588 | Brooks Brothers® Wells Dopp Kit Pouch (Q798722) | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 0 | none | |
| 13936 | Wagified Bestie Pouch | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 0 | none | |
| 249 | Accessory Pouch | 18975 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | -6241 | AOP, BAGS | |
| 13431 | Little Mister One-derful First Birthday Party Favor Pouches, 7" x 5" | 8 ct | 0 | 1ST BIRTHDAY | -25216 | LITTLE MISTER ONE-DERFUL, PARTY FAVORS | ||
| 13418 | Little Miss One-derful First Birthday Party Favor Pouches, 7" x 5" | 8ct | -158 | 1ST BIRTHDAY | -25374 | LITTLE MISS ONE-DERFUL, PARTY FAVORS |