Fold 3 - Understanding why coefficient 97 was selected
Tag: NOINSURANCE
Selected Coefficient: 97
Taxonomy Path: 14.1
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 97 | 1.012048 | 14.1 | 1.14 (83 + 14) | Yes | |
| 42261 | 1.060241 | 14.11.6 | 6.11.14 (6*83^2 + 11*83 + 14) | No | |
| 237960180 | 6.000000 | 10.4.14.1.5 | 5.1.14.4.10 (5*83^4 + 571787 + 14*83^2 + 4*83 + 10) | Furniture > Cabinets & Storage > Vanities > Bathroom Vanities > Floating Vanities | No |
These are the training products that have the "NOINSURANCE" tag (processing sequence 3273). 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 |
|---|---|---|---|---|---|---|---|
| 13329 | ABS BALI Wall Hung Single Bowl Vanity Brown Oak 1500mm | 237960180 | Furniture > Cabinets & Storage > Vanities > Bathroom Vanities > Floating Vanities | none | 237960083 | none | |
| 13349 | Chrome Square Kitchen Mixer (Copy) | 42261 | none | 42164 | none | ||
| 13330 | ABS VIENNA Wall Hung Vanity Brown Oak 600mm | 97 | none | 0 | none | ||
| 13328 | ABS BALI Wall Hung Double Bowl Vanity 1500mm (Brown Oak) | 97 | none | 0 | none | ||
| 13575 | RITZ Freestanding Bathtub (Matte Grey) (1700mm) | 97 | none | 0 | none | ||
| 14572 | Stella Freestanding Bathtub (Matte Black & White) (1500/1700mm) | 97 | none | 0 | none | ||
| 14586 | VEDA Freestanding Bathtub (Matte Black & White) (1700mm) | 97 | none | 0 | none |