Fold 4 - Understanding why coefficient 93 was selected
Tag: NOINSURANCE
Selected Coefficient: 93
Taxonomy Path: 14.1
Taxonomy Name: Home & Garden > Bathroom Accessories
Products with this tag: 7
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 93 | 1.000000 | 14.1 | 1.14 (79 + 14) | Home & Garden > Bathroom Accessories | Yes |
| 195331144 | 6.000000 | 10.4.14.1.5 | 5.1.14.4.10 (5*79^4 + 493039 + 14*79^2 + 4*79 + 10) | Furniture > Cabinets & Storage > Vanities > Bathroom Vanities > Floating Vanities | No |
These are the training products that have the "NOINSURANCE" tag (processing sequence 1749). 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 | 195331144 | Furniture > Cabinets & Storage > Vanities > Bathroom Vanities > Floating Vanities | none | 195331051 | none | |
| 13327 | Above Counter White Basin Ceramic (Round: 400x400x120) | 93 | Home & Garden > Bathroom Accessories | none | 0 | none | |
| 13328 | ABS BALI Wall Hung Double Bowl Vanity 1500mm (Brown Oak) | 93 | Home & Garden > Bathroom Accessories | none | 0 | none | |
| 13326 | Above Counter White Basin Ceramic (Round: 360x360x120) | 93 | Home & Garden > Bathroom Accessories | none | 0 | none | |
| 13575 | RITZ Freestanding Bathtub (Matte Grey) (1700mm) | 93 | Home & Garden > Bathroom Accessories | none | 0 | none | |
| 14571 | Stella Freestanding Bathtub (Matte Black) (1500/1700mm) | 93 | Home & Garden > Bathroom Accessories | none | 0 | none | |
| 14586 | VEDA Freestanding Bathtub (Matte Black & White) (1700mm) | 93 | Home & Garden > Bathroom Accessories | none | 0 | none |