Fold 2 - Understanding why coefficient -10213137 was selected
Tag: OIL
Selected Coefficient: -10213137
Taxonomy Path: -0.1.38.28
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -10213137 | 2.014085 | -0.1.38.28 | -28.38.1.0 (-(28*71^3 + 38*71^2 + 71)) | Yes | |
| 0 | 2.014085 | 0 | 0 (0) | No | |
| -1492063 | 3.000000 | -69.69.11.4 | -4.11.69.69 (-(4*71^3 + 11*71^2 + 69*71 + 69)) | No | |
| 1487321 | 3.000000 | 13.3.11.4 | 4.11.3.13 (4*71^3 + 11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "OIL" tag (processing sequence 86). 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) | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 11700458 | FACIAL, HYGIENE, BALANCE, HOUSEHOLD INGREDIENTS | |
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | 0 | ORGANIC | 10213137 | REPRODUCTIVE HEALTH | ||
| 7871 | Roebling Suspension Bridge, Early Morning | -1492063 | BLACK, BLUE, WHITE, PURPLE | 8721074 | YELLOW, ORANGE, CANVAS, HORIZONTAL | ||
| 7870 | City Glow | -10213137 | BLACK, BLUE, GREEN | 0 | YELLOW, ORANGE, CANVAS, BRIGHT COLORS, SQUARE |