Fold 3 - Understanding why coefficient -250 was selected
Tag: COFFEE
Selected Coefficient: -250
Taxonomy Path: -13.3
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? |
|---|---|---|---|---|---|
| -250 | 1.000160 | -13.3 | -3.13 (-(3*79 + 13)) | Yes | |
| 10440943 | 1.000160 | 66.75.13.21 | 21.13.75.66 (21*79^3 + 13*79^2 + 75*79 + 66) | No | |
| 196678874 | 2.000000 | 0.0.72.3.5 | 5.3.72.0.0 (5*79^4 + 3*79^3 + 72*79^2) | No |
These are the training products that have the "COFFEE" tag (processing sequence 4021). 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 |
|---|---|---|---|---|---|---|---|
| 19740 | Chaga Tea | 196678874 | MUSHROOM EXTRACTS, BITTER | 196679124 | none | ||
| 3096 | Global Soap Beer Soap for Shower, Shampoo & Shave! | 10440943 | SCRUB, ANTIOXIDANT, NOURISHING, CLEANSE | 10441193 | none | ||
| 3103 | Global Soap Coffee Scrub Soap | -250 | SCRUB, ANTIOXIDANT, NOURISHING, CLEANSE | 0 | none |