Fold 2 - Understanding why coefficient 15 was selected
Tag: MADE TO ORDER
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 35
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 15 | 17.063291 | 15 | 15 (15) | Luggage & Bags | Yes |
| 252 | 17.202532 | 15.3 | 3.15 (3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags | No |
| 1042 | 17.202532 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 805 | 17.215190 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
| 0 | 19.000000 | 0 | 0 (0) | No | |
| 50403 | 34.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "MADE TO ORDER" tag (processing sequence 1872). 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 |
|---|---|---|---|---|---|---|---|
| 4358 | KUNDAN | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 50388 | none | |
| 4481 | NORAH | 1042 | Luggage & Bags > Tote Bags | none | 1027 | none | |
| 4010 | PRIDE | 1042 | Luggage & Bags > Tote Bags | none | 1027 | none | |
| 3903 | ASHA | 805 | Luggage & Bags > Messenger Bags | none | 790 | none | |
| 4471 | NIMRAT Potli | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 237 | POUCH, POTLI | |
| 3998 | CHERRI | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 237 | POUCH, POTLI | |
| 3944 | FACES | 15 | Luggage & Bags | none | 0 | none | |
| 4068 | DIVA | 15 | Luggage & Bags | none | 0 | none | |
| 4069 | EMERALD | 15 | Luggage & Bags | none | 0 | none | |
| 4101 | FLORA | 15 | Luggage & Bags | none | 0 | none | |
| 4104 | FLORETTA | 15 | Luggage & Bags | none | 0 | none | |
| 4133 | GAURI | 15 | Luggage & Bags | none | 0 | none | |
| 3997 | CHANTAL | 15 | Luggage & Bags | none | 0 | none | |
| 4410 | MOODY | 15 | Luggage & Bags | none | 0 | none | |
| 4009 | OOPS!! | 15 | Luggage & Bags | none | 0 | none | |
| 4362 | LAGOON | 15 | Luggage & Bags | none | 0 | none | |
| 4015 | MUGAL | 15 | Luggage & Bags | none | 0 | none | |
| 4063 | DAVI | 15 | Luggage & Bags | none | 0 | none | |
| 4400 | MIRAY | 15 | Luggage & Bags | none | 0 | none | |
| 8182 | Round Bench with Top Rail. Size: 1000mm diameter. | 0 | PLANT STANDS AND BENCHES | -15 | none | ||
| 3985 | CELINA | 0 | LUXE | -15 | none | ||
| 4004 | MORNI | 0 | LUXE | -15 | none | ||
| 4051 | DAISY- Bronze | 0 | LUXE | -15 | none | ||
| 4284 | HARMONY | 0 | LUXE | -15 | none | ||
| 4289 | HIGHNESS | 0 | LUXE | -15 | none | ||
| 4326 | INAYAT | 0 | LUXE | -15 | none | ||
| 4338 | JANNAT | 0 | LUXE | -15 | none | ||
| 4351 | HAYA | 0 | EMBROIDERED | -15 | none | ||
| 4374 | LEAF | 0 | EMBROIDERED | -15 | none | ||
| 4379 | LORELAI | 0 | LUXE | -15 | none | ||
| 4384 | MAHI | 0 | EMBROIDERED | -15 | none | ||
| 4465 | DAHLIA | 0 | EMBROIDERED | -15 | none | ||
| 4470 | NIDA | 0 | EMBROIDERED | -15 | none | ||
| 4486 | NURA | 0 | LUXE | -15 | none | ||
| 3872 | ALIA Pearl round clutch | 0 | EMBROIDERED | -15 | none |