Fold 3 - Understanding why coefficient 178 was selected
Tag: BLACK MAGIC
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 178 | 1.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 1515 | 4.000000 | 14.19 | 19.14 (19*79 + 14) | Home & Garden > Smoking Accessories | No |
These are the training products that have the "BLACK MAGIC" tag (processing sequence 1880). 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 |
|---|---|---|---|---|---|---|---|
| 8576 | Satya Rosemary Incense Sticks, Creativity and Mental Clarity | 1515 | Home & Garden > Smoking Accessories | none | 1337 | ROSEMARY | |
| 8514 | Cannabis Incense Sticks by Satya - Hand Rolled - Vegan Friendly | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 8543 | Nag Champa Tree Of Life Combo Pack Incense Sticks by Satya | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 8574 | Satya Nag Champa Indian Rose Incense Sticks | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 8583 | Nag Champa Palo Santo Incense Sticks by Satya | 178 | Religious & Ceremonial > Religious Items | none | 0 | none |