Fold 3 - Understanding why coefficient -1000071 was selected
Tag: EVENTS
Selected Coefficient: -1000071
Taxonomy Path: -10.19.2.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -1000071 | 1.000000 | -10.19.2.2 | -2.2.19.10 (-(2*79^3 + 2*79^2 + 19*79 + 10)) | Yes | |
| 530980 | 1.000000 | 21.6.6.1 | 1.6.6.21 (493039 + 6*79^2 + 6*79 + 21) | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | No |
These are the training products that have the "EVENTS" tag (processing sequence 3178). 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 |
|---|---|---|---|---|---|---|---|
| 17159 | Corporate Yoga Session | 530980 | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | none | 1531051 | none | |
| 10955 | Staghorn Coral Oversized Feature Specimens | -1000071 | HOUSEWARMING, SHELF | 0 | none |