Fold 0 - Understanding why coefficient 725 was selected
Tag: LUXURY
Selected Coefficient: 725
Taxonomy Path: 15.10
Taxonomy Name: Luggage & Bags > Messenger Bags
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 725 | 5.014085 | 15.10 | 10.15 (10*71 + 15) | Luggage & Bags > Messenger Bags | Yes |
| 938 | 5.014085 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
| 1789792 | 6.000000 | 24.3.0.5 | 5.0.3.24 (5*71^3 + 3*71 + 24) | No | |
| 4002626 | 6.000000 | 1.1.13.11 | 11.13.1.1 (11*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| 4002852 | 6.000000 | 14.4.13.11 | 11.13.4.14 (11*71^3 + 13*71^2 + 4*71 + 14) | No | |
| 695586 | 6.000000 | 70.69.66.1 | 1.66.69.70 (357911 + 66*71^2 + 69*71 + 70) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "LUXURY" tag (processing sequence 974). 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 |
|---|---|---|---|---|---|---|---|
| 282 | EZ Dress, MEDIUM Jersey | 4002852 | JERSEY, LEISURE, LIGHTWEIGHT, LINGERIE, LOUNGE WEAR | 4002127 | MICROMODAL | ||
| 283 | EZ Dress, SHEER Jersey | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | JERSEY, EUCALYPTUS, LEISURE, LIGHTWEIGHT, LINGERIE, LOUNGE WEAR | 4001901 | none | |
| 131 | Gift Voucher | 1789792 | LINGERIE | 1789067 | none | ||
| 262 | Baby Tee, MEDIUM Jersey | 695586 | JERSEY, FALL | 694861 | MICROMODAL | ||
| 1453 | Carla | 938 | Luggage & Bags > Tote Bags | none | 213 | none | |
| 1455 | Venera | 725 | Luggage & Bags > Messenger Bags | none | 0 | none | |
| 280 | BF Tee, LIGHT Jersey | 0 | TOP, FALL, LEISURE, LIGHTWEIGHT, LOUNGE WEAR | -725 | MICROMODAL |