Fold 0 - Understanding why coefficient 236590952 was selected
Tag: OIL
Selected Coefficient: 236590952
Taxonomy Path: 14.11.68.5.6
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 236590952 | 2.000000 | 14.11.68.5.6 | 6.5.68.11.14 (6*79^4 + 5*79^3 + 68*79^2 + 11*79 + 14) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 238756038 | 3.000000 | 26.4.20.10.6 | 6.10.20.4.26 (6*79^4 + 10*79^3 + 20*79^2 + 4*79 + 26) | No |
These are the training products that have the "OIL" tag (processing sequence 3229). 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! | 238756038 | DIGESTIVE | 2165086 | REPRODUCTIVE HEALTH, RECOVERY | ||
| 7871 | Roebling Suspension Bridge, Early Morning | 236590952 | CANVAS, HORIZONTAL | 0 | none | ||
| 7881 | 513 Migos | 236590952 | CANVAS, HORIZONTAL | 0 | none | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 0 | DIFFUSION | -236590952 | none |