Fold 0 - Understanding why coefficient 6402 was selected
Tag: OIL
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 6402 | 3.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| -5991279 | 3.000002 | -77.77.11.12 | -12.11.77.77 (-(12*79^3 + 11*79^2 + 77*79 + 77)) | No | |
| -4019123 | 3.000002 | -77.77.11.8 | -8.11.77.77 (-(8*79^3 + 11*79^2 + 77*79 + 77)) | No | |
| 2041057 | 4.000000 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "OIL" tag (processing sequence 116). 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 |
|---|---|---|---|---|---|---|---|
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 2034655 | FACIAL, HYGIENE, BATHROOM | |
| 7870 | City Glow | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | GREEN, ORANGE, BRIGHT COLORS, CANVAS | |
| 7871 | Roebling Suspension Bridge, Early Morning | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | ORANGE, CANVAS | |
| 7872 | Suspended | -4019123 | GREY | -4025525 | CANVAS | ||
| 7881 | 513 Migos | -5991279 | PINK | -5997681 | GREEN, ORANGE, BRIGHT COLORS, CANVAS |