Fold 0 - Understanding why coefficient 15 was selected
Tag: MADE TO ORDER
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name:
Products with this tag: 32
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 | 10.060241 | 15 | 15 (15) | Yes | |
| 264 | 10.240964 | 15.3 | 3.15 (3*83 + 15) | No | |
| 1094 | 10.240964 | 15.13 | 13.15 (13*83 + 15) | No | |
| 845 | 10.253012 | 15.10 | 10.15 (10*83 + 15) | No | |
| 0 | 23.000000 | 0 | 0 (0) | No | |
| 4 | 31.000000 | 4 | 4 (4) | No |
These are the training products that have the "MADE TO ORDER" tag (processing sequence 2826). 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 |
|---|---|---|---|---|---|---|---|
| 4010 | PRIDE | 1094 | none | 1079 | none | ||
| 4481 | NORAH | 1094 | none | 1079 | none | ||
| 3903 | ASHA | 845 | none | 830 | none | ||
| 3998 | CHERRI | 264 | none | 249 | POTLI | ||
| 4471 | NIMRAT Potli | 264 | none | 249 | POTLI | ||
| 4015 | MUGAL | 15 | none | 0 | none | ||
| 4063 | DAVI | 15 | none | 0 | none | ||
| 4068 | DIVA | 15 | none | 0 | none | ||
| 4101 | FLORA | 15 | none | 0 | none | ||
| 4133 | GAURI | 15 | none | 0 | none | ||
| 4279 | TULIP | 15 | none | 0 | EMBROIDERED | ||
| 4465 | DAHLIA | 15 | none | 0 | EMBROIDERED | ||
| 4410 | MOODY | 15 | none | 0 | none | ||
| 4400 | MIRAY | 15 | none | 0 | none | ||
| 4351 | HAYA | 15 | none | 0 | EMBROIDERED | ||
| 4374 | LEAF | 15 | none | 0 | EMBROIDERED | ||
| 4384 | MAHI | 15 | none | 0 | EMBROIDERED | ||
| 4375 | LEENA | 15 | none | 0 | none | ||
| 3902 | ANANYA | 15 | none | 0 | EMBROIDERED | ||
| 3944 | FACES | 15 | none | 0 | none | ||
| 3872 | ALIA Pearl round clutch | 15 | none | 0 | EMBROIDERED | ||
| 4009 | OOPS!! | 15 | none | 0 | none | ||
| 24317 | Alice in Wonderland Inspired, Light Blue Vintage Style Dress with Peter Pan Collar (MADE TO ORDER) | 4 | none | -11 | none | ||
| 4379 | LORELAI | 0 | LUXE | -15 | none | ||
| 4385 | MAJESTIC | 0 | LUXE | -15 | none | ||
| 4338 | JANNAT | 0 | LUXE | -15 | none | ||
| 4326 | INAYAT | 0 | LUXE | -15 | none | ||
| 4289 | HIGHNESS | 0 | LUXE | -15 | none | ||
| 4051 | DAISY- Bronze | 0 | LUXE | -15 | none | ||
| 4004 | MORNI | 0 | LUXE | -15 | none | ||
| 5381 | Hexagonal Plant Bench | 0 | PLANT STANDS AND BENCHES | -15 | none | ||
| 3985 | CELINA | 0 | LUXE | -15 | none |