Fold 0 - Understanding why coefficient -743914718 was selected
Tag: SLEEP
Selected Coefficient: -743914718
Taxonomy Path: -0.0.66.7.19
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? |
|---|---|---|---|---|---|
| -743914718 | 0.000320 | -0.0.66.7.19 | -19.7.66.0.0 (-(19*79^4 + 7*79^3 + 66*79^2)) | Yes | |
| 0 | 0.000320 | 0 | 0 (0) | No | |
| 196678874 | 0.000320 | 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 "SLEEP" tag (processing sequence 3738). 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 |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 196678874 | FAIR TRADE, CHILDREN'S | 940593592 | none | ||
| 19875 | Lemon Balm Extract | 0 | SIMPLE EXTRACTS | 743914718 | none | ||
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | -743914718 | EYES | 0 | none |