Fold 2 - Understanding why coefficient 1515 was selected
Tag: HOME
Selected Coefficient: 1515
Taxonomy Path: 14.19
Taxonomy Name: Home & Garden > Smoking Accessories
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 1515 | 5.037975 | 14.19 | 19.14 (19*79 + 14) | Home & Garden > Smoking Accessories | Yes |
| 399675 | 5.050633 | 14.3.64 | 64.3.14 (64*79^2 + 3*79 + 14) | Home & Garden > Decor > Throw Pillows | No |
| 1979596 | 5.050633 | 14.15.1.4 | 4.1.15.14 (4*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| 121388254 | 5.050633 | 14.10.16.9.3 | 3.9.16.10.14 (3*79^4 + 9*79^3 + 16*79^2 + 10*79 + 14) | Home & Garden > Household Supplies > Storage & Organization > Storage Hooks & Racks > Utility Hooks | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 492486203837 | 9.000000 | 17.5.63.2.4.2.2 | 2.2.4.2.63.5.17 (2*79^6 + 2*79^5 + 4*79^4 + 2*79^3 + 63*79^2 + 5*79 + 17) | No |
These are the training products that have the "HOME" tag (processing sequence 2831). 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 |
|---|---|---|---|---|---|---|---|
| 1459 | ABSTRACT TRANSPARENT MOBILE | 492486203837 | DECOR | 492486202322 | none | ||
| 1465 | Mop Broom Holder, Garden Tools Wall Mounted Commercial Organizer Saving Space Storage Rack for Kitchen Garden and Garage,Laundry Offices(5 Position with 6 Hooks) | 121388254 | Home & Garden > Household Supplies > Storage & Organization > Storage Hooks & Racks > Utility Hooks | none | 121386739 | none | |
| 1482 | BRONTE THROW | 1979596 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 1978081 | none | |
| 18176 | Lavender Inspirational Small Pillow | 399675 | Home & Garden > Decor > Throw Pillows | none | 398160 | none | |
| 5332 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1515 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 5315 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1515 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 2679 | LED Modern Double Wall Sconce Indoor Lights - Up/Down | 0 | DECO | -1515 | none | ||
| 18178 | Fur Decorative Pillow | 0 | PILLOW | -1515 | none | ||
| 18198 | Small Bolster Pillow | 0 | PILLOW | -1515 | none | ||
| 18211 | Medium Lavender Pillow | 0 | PILLOW | -1515 | none |