Fold 2 - Understanding why coefficient -13000082 was selected
Tag: OIL
Selected Coefficient: -13000082
Taxonomy Path: -0.1.29.26
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -13000082 | 1.012658 | -0.1.29.26 | -26.29.1.0 (-(26*79^3 + 29*79^2 + 79)) | Yes | |
| 0 | 1.012658 | 0 | 0 (0) | No | |
| -6016323 | 2.000000 | -78.78.15.12 | -12.15.78.78 (-(12*79^3 + 15*79^2 + 78*79 + 78)) | No |
These are the training products that have the "OIL" tag (processing sequence 198). 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 |
|---|---|---|---|---|---|---|---|
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | 0 | ORGANIC | 13000082 | DIGESTIVE | ||
| 7871 | Roebling Suspension Bridge, Early Morning | -6016323 | BLUE, RED | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | HORIZONTAL, MEDIUM SIZE, NATURE | |
| 7870 | City Glow | -13000082 | GREEN, BLUE, RED | 0 | SQUARE |