Fold 4 - Understanding why coefficient -4019123 was selected
Tag: OIL
Selected Coefficient: -4019123
Taxonomy Path: -77.77.11.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -4019123 | 4.000000 | -77.77.11.8 | -8.11.77.77 (-(8*79^3 + 11*79^2 + 77*79 + 77)) | Yes | |
| -8044648 | 5.000000 | -78.78.24.16 | -16.24.78.78 (-(16*79^3 + 24*79^2 + 78*79 + 78)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 6402 | 5.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 2041057 | 5.000000 | 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 115). 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 | 6060180 | FACIAL, HYGIENE, BALANCE, BATHROOM, DIFFUSION, UPLIFTING, SLEEP | |
| 7872 | Suspended | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | GREY, BLUE, CANVAS |
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | 0 | ORGANIC | 4019123 | HORMONE BALANCE, REPRODUCTIVE HEALTH | ||
| 7870 | City Glow | -4019123 | GREEN | 0 | ORANGE, BLUE, CANVAS | ||
| 7871 | Roebling Suspension Bridge, Early Morning | -4019123 | WHITE | 0 | ORANGE, BLUE, CANVAS, HORIZONTAL | ||
| 7881 | 513 Migos | -8044648 | GREEN, WHITE | -4025525 | ORANGE, BLUE, CANVAS, HORIZONTAL |