Fold 1 - Understanding why coefficient -6419 was selected
Tag: VITALITY
Selected Coefficient: -6419
Taxonomy Path: -20.2.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -6419 | 3.000000 | -20.2.1 | -1.2.20 (-(6241 + 2*79 + 20)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 40079951 | 3.000000 | 12.3.23.2.1 | 1.2.23.3.12 (38950081 + 2*79^3 + 23*79^2 + 3*79 + 12) | No | |
| 736706697 | 3.000000 | 18.4.17.72.18 | 18.72.17.4.18 (18*79^4 + 72*79^3 + 17*79^2 + 4*79 + 18) | No |
These are the training products that have the "VITALITY" tag (processing sequence 3039). 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 |
|---|---|---|---|---|---|---|---|
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 736706697 | ANTI-INFLAMMATORY, DELICIOUS | 736713116 | WELL-BEING, OMEGA | ||
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | 40079951 | BEDROOM, PERSONAL CARE | 40086370 | none | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 0 | ALL AGES, APPETITE, DELICIOUS, FOOD | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | RAW, OMEGA | |
| 3079 | Absolute Essential Base Chakra Oil (Organic) | -6419 | ORGANIC, AROMATHERAPY, BODY OIL, GROUNDING | 0 | none |