Fold 2 - Understanding why coefficient 613640 was selected
Tag: MEDITATION
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 | 3.000002 | 21.6.6.1 | 1.6.6.21 (571787 + 6*83^2 + 6*83 + 21) | Yes | |
| 41853 | 3.000003 | 21.6.6 | 6.6.21 (6*83^2 + 6*83 + 21) | Services > Personal Services > Fitness & Wellness | No |
| 186 | 4.000145 | 20.2 | 2.20 (2*83 + 20) | No | |
| 7075 | 4.000145 | 20.2.1 | 1.2.20 (6889 + 2*83 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 675384 | 5.000000 | 13.3.15.1 | 1.15.3.13 (571787 + 15*83^2 + 3*83 + 13) | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | No |
These are the training products that have the "MEDITATION" tag (processing sequence 6091). 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 |
|---|---|---|---|---|---|---|---|
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | 675384 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | none | 61744 | SLEEP | |
| 17099 | 3-Day Private Wellness Retreat | 613640 | none | 0 | WELLNESS | ||
| 17110 | 3-day Cottage Escape - North Kawartha, ON | 613640 | none | 0 | WELLNESS | ||
| 17180 | Mala Making Ceremony | 41853 | Services > Personal Services > Fitness & Wellness | none | -571787 | WELLNESS | |
| 9990 | Homemade Natural Mala Necklace | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | -606565 | WELLNESS, HEALTH | |
| 29693 | Yellow Jade Crystal Pyramid Stone for Attracting Abundance | 186 | none | -613454 | none |