Fold 3 - Understanding why coefficient 613640 was selected
Tag: MEDITATION
Selected Coefficient: 613640
Taxonomy Path: 21.6.6.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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 | 4.000002 | 21.6.6.1 | 1.6.6.21 (571787 + 6*83^2 + 6*83 + 21) | Yes | |
| 41853 | 4.000005 | 21.6.6 | 6.6.21 (6*83^2 + 6*83 + 21) | Services > Personal Services > Fitness & Wellness | No |
| 186 | 6.000145 | 20.2 | 2.20 (2*83 + 20) | No | |
| 7075 | 6.000145 | 20.2.1 | 1.2.20 (6889 + 2*83 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 399 | 7.000000 | 67.4 | 4.67 (4*83 + 67) | No |
These are the training products that have the "MEDITATION" tag (processing sequence 5886). 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 |
|---|---|---|---|---|---|---|---|
| 17066 | 1-Day Wellness Retreat | 613640 | none | 0 | none | ||
| 17099 | 3-Day Private Wellness Retreat | 613640 | none | 0 | none | ||
| 17110 | 3-day Cottage Escape - North Kawartha, ON | 613640 | none | 0 | none | ||
| 17180 | Mala Making Ceremony | 41853 | Services > Personal Services > Fitness & Wellness | none | -571787 | none | |
| 9990 | Homemade Natural Mala Necklace | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | -606565 | none | |
| 31061 | HEART & SOUL Kids Essential Oil Diffuser Bracelet Howlite & Rose Quartz | 399 | PUBERTY | -613241 | BRIDESMAID GIFT | ||
| 29693 | Yellow Jade Crystal Pyramid Stone for Attracting Abundance | 186 | none | -613454 | none | ||
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 0 | DIFFUSION | -613640 | UPLIFTING, SKIN TONING |