Fold 4 - Understanding why coefficient 1591 was selected
Tag: INCENSE STICKS
Selected Coefficient: 1591
Taxonomy Path: 14.19
Taxonomy Name: Home & Garden > Smoking Accessories
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1591 | 2.012048 | 14.19 | 19.14 (19*83 + 14) | Home & Garden > Smoking Accessories | Yes |
| 844 | 2.024096 | 14.10 | 10.14 (10*83 + 14) | No | |
| 186 | 3.000000 | 20.2 | 2.20 (2*83 + 20) | No |
These are the training products that have the "INCENSE STICKS" tag (processing sequence 5643). 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 |
|---|---|---|---|---|---|---|---|
| 8542 | Rain Forest Incense Sticks by Satya | 1591 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 8576 | Satya Rosemary Incense Sticks, Creativity and Mental Clarity | 1591 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 8567 | Satya Sweet Vanilla Incense Sticks | 844 | none | -747 | none | ||
| 8574 | Satya Nag Champa Indian Rose Incense Sticks | 186 | none | -1405 | none | ||
| 8583 | Nag Champa Palo Santo Incense Sticks by Satya | 186 | none | -1405 | none |