Fold 4 - Understanding why coefficient 37941 was selected
Tag: MEDITATION
Selected Coefficient: 37941
Taxonomy Path: 21.6.6
Taxonomy Name: Services > Personal Services > Fitness & Wellness
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 37941 | 1.000002 | 21.6.6 | 6.6.21 (6*79^2 + 6*79 + 21) | Services > Personal Services > Fitness & Wellness | Yes |
| 530980 | 1.000002 | 21.6.6.1 | 1.6.6.21 (493039 + 6*79^2 + 6*79 + 21) | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | No |
| 586904 | 2.000000 | 13.3.15.1 | 1.15.3.13 (493039 + 15*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | No |
These are the training products that have the "MEDITATION" tag (processing sequence 4109). 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 | 586904 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | none | 548963 | none | |
| 17110 | 3-day Cottage Escape - North Kawartha, ON | 530980 | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | none | 493039 | none | |
| 17180 | Mala Making Ceremony | 37941 | Services > Personal Services > Fitness & Wellness | none | 0 | none |