Fold 0 - Understanding why coefficient 15 was selected
Tag: MADE TO ORDER
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 34
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? |
|---|---|---|---|---|---|
| 15 | 9.063291 | 15 | 15 (15) | Luggage & Bags | Yes |
| 252 | 9.291139 | 15.3 | 3.15 (3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags | No |
| 1042 | 9.291139 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 805 | 9.303797 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
| 0 | 25.000000 | 0 | 0 (0) | No |
These are the training products that have the "MADE TO ORDER" tag (processing sequence 1988). 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 |
|---|---|---|---|---|---|---|---|
| 4481 | NORAH | 1042 | Luggage & Bags > Tote Bags | none | 1027 | RESIN | |
| 4010 | PRIDE | 1042 | Luggage & Bags > Tote Bags | none | 1027 | none | |
| 3903 | ASHA | 805 | Luggage & Bags > Messenger Bags | none | 790 | RESIN | |
| 3998 | CHERRI | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 237 | POTLI | |
| 4471 | NIMRAT Potli | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 237 | POTLI | |
| 4015 | MUGAL | 15 | Luggage & Bags | none | 0 | none | |
| 3872 | ALIA Pearl round clutch | 15 | Luggage & Bags | none | 0 | EMBROIDERED | |
| 3902 | ANANYA | 15 | Luggage & Bags | none | 0 | EMBROIDERED | |
| 4063 | DAVI | 15 | Luggage & Bags | none | 0 | none | |
| 4068 | DIVA | 15 | Luggage & Bags | none | 0 | RESIN | |
| 4091 | FARRAH | 15 | Luggage & Bags | none | 0 | none | |
| 4101 | FLORA | 15 | Luggage & Bags | none | 0 | RESIN | |
| 4104 | FLORETTA | 15 | Luggage & Bags | none | 0 | RESIN | |
| 4133 | GAURI | 15 | Luggage & Bags | none | 0 | RESIN | |
| 4279 | TULIP | 15 | Luggage & Bags | none | 0 | EMBROIDERED | |
| 3944 | FACES | 15 | Luggage & Bags | none | 0 | none | |
| 3997 | CHANTAL | 15 | Luggage & Bags | none | 0 | RESIN | |
| 4351 | HAYA | 15 | Luggage & Bags | none | 0 | EMBROIDERED | |
| 4374 | LEAF | 15 | Luggage & Bags | none | 0 | EMBROIDERED | |
| 4375 | LEENA | 15 | Luggage & Bags | none | 0 | none | |
| 4009 | OOPS!! | 15 | Luggage & Bags | none | 0 | none | |
| 4400 | MIRAY | 15 | Luggage & Bags | none | 0 | none | |
| 4410 | MOODY | 15 | Luggage & Bags | none | 0 | none | |
| 4465 | DAHLIA | 15 | Luggage & Bags | none | 0 | EMBROIDERED | |
| 4470 | NIDA | 15 | Luggage & Bags | none | 0 | EMBROIDERED | |
| 8182 | Round Bench with Top Rail. Size: 1000mm diameter. | 0 | PLANT STANDS AND BENCHES | -15 | none | ||
| 4051 | DAISY- Bronze | 0 | BRONZE | -15 | none | ||
| 4284 | HARMONY | 0 | BRONZE | -15 | none | ||
| 4289 | HIGHNESS | 0 | BRONZE | -15 | none | ||
| 4326 | INAYAT | 0 | BRONZE | -15 | none | ||
| 4338 | JANNAT | 0 | BRONZE | -15 | none | ||
| 4379 | LORELAI | 0 | BRONZE | -15 | none | ||
| 4385 | MAJESTIC | 0 | BRONZE | -15 | none | ||
| 5381 | Hexagonal Plant Bench | 0 | PLANT STANDS AND BENCHES | -15 | none |