Fold 1 - Understanding why coefficient -613640 was selected
Tag: SLEEP
Selected Coefficient: -613640
Taxonomy Path: -21.6.6.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -613640 | 4.000000 | -21.6.6.1 | -1.6.6.21 (-(571787 + 6*83^2 + 6*83 + 21)) | Yes | |
| 95488429 | 4.000145 | 0.0.0.1.2 | 2.1.0.0.0 (2*83^4 + 571787) | No | |
| 240674104 | 4.000145 | 0.0.76.5.5 | 5.5.76.0.0 (5*83^4 + 5*83^3 + 76*83^2) | No | |
| 2376701 | 5.000000 | 79.82.12.4 | 4.12.82.79 (4*83^3 + 12*83^2 + 82*83 + 79) | No | |
| 225063193 | 5.000000 | 61.77.50.61.4 | 4.61.50.77.61 (4*83^4 + 61*83^3 + 50*83^2 + 77*83 + 61) | No |
These are the training products that have the "SLEEP" tag (processing sequence 6149). 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 |
|---|---|---|---|---|---|---|---|
| 19875 | Lemon Balm Extract | 240674104 | SIMPLE EXTRACTS | 241287744 | none | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 225063193 | FAIR TRADE, NOURISHING, CHILDREN'S | 225676833 | CRADLE CAP, NEWBORNS, SKIN INFECTION, BABIES, INFANTS | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 95488429 | DIFFUSION, OIL | 96102069 | none | ||
| 31048 | Eve Taylor Active Rub Muscle & Joint Ease | 2376701 | PUBERTY | 2990341 | none | ||
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | -613640 | DIFFUSION, MEDITATION | 0 | none | ||
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | -613640 | REVITALISING, MEDITATION | 0 | none |