Fold 4 - Understanding why coefficient 530980 was selected
Tag: WELLNESS
Selected Coefficient: 530980
Taxonomy Path: 21.6.6.1
Taxonomy Name: Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 530980 | 0.000002 | 21.6.6.1 | 1.6.6.21 (493039 + 6*79^2 + 6*79 + 21) | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | Yes |
| 37941 | 0.000004 | 21.6.6 | 6.6.21 (6*79^2 + 6*79 + 21) | Services > Personal Services > Fitness & Wellness | No |
These are the training products that have the "WELLNESS" tag (processing sequence 2375). 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 | 530980 | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | none | 0 | none | |
| 17110 | 3-day Cottage Escape - North Kawartha, ON | 530980 | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | none | 0 | none | |
| 17180 | Mala Making Ceremony | 37941 | Services > Personal Services > Fitness & Wellness | none | -493039 | HEALING |