Fold 1 - Understanding why coefficient 5186 was selected
Tag: HUMOR
Selected Coefficient: 5186
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 5186 | 3.000000 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 76971256 | 4.000000 | 14.3.4.2.3 | 3.2.4.3.14 (3*71^4 + 2*71^3 + 4*71^2 + 3*71 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "HUMOR" tag (processing sequence 866). 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 |
|---|---|---|---|---|---|---|---|
| 3899 | Welcome - Extend greetings to the technical, and not, for your home or office - Cooler | 76971256 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | none | 76966070 | none | |
| 3900 | Welcome - Extend greetings to the technical, and not, for your home or office - Warmer | 76971256 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | none | 76966070 | none | |
| 4163 | Computer Bug, "The Butterfly" | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4164 | Computer Bug, "The Firefly" | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4165 | Computer Bug, "The Hornet" | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 3858 | The Motorola 14500B Industrial Control Unit - A 1-bit Microprocessor | 0 | MICROPROCESSOR | -5186 | MOTOROLA |