Fold 3 - Understanding why coefficient 81384 was selected
Tag: KIT
Selected Coefficient: 81384
Taxonomy Path: 14.3.13
Taxonomy Name: Home & Garden > Decor > Cardboard Cutouts
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 81384 | 1.000160 | 14.3.13 | 13.3.14 (13*79^2 + 3*79 + 14) | Home & Garden > Decor > Cardboard Cutouts | Yes |
| 362229 | 1.000160 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
| 334 | 2.000000 | 18.4 | 4.18 (4*79 + 18) | Office Supplies > General Office Supplies | No |
These are the training products that have the "KIT" tag (processing sequence 57). 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 |
|---|---|---|---|---|---|---|---|
| 13435 | Little Mister One-derful 1st Birthday Table Decorating Kit | 1 ct | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | 280845 | none | |
| 13422 | Little Miss One-derful First Birthday Table Decorating Kit | 1 ct | 81384 | Home & Garden > Decor > Cardboard Cutouts | none | 0 | none | |
| 10215 | Prestige Cartridge™ COMBO PACK - Compatible TN2000 & DR2000 Laser Toner Cartridge + Drum Units for Brother DCP-7010, DCP-7010L, DCP-7020, DCP-7025, FAX-2820, FAX-2920, HL-2030 | 334 | Office Supplies > General Office Supplies | none | -81050 | none |