Fold 3 - Understanding why coefficient 240784424 was selected
Tag: ROOTALIVE INC.
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 240784424 | 4.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 11470360 | 7.000149 | 9.2.5.20 | 20.5.2.9 (20*83^3 + 5*83^2 + 2*83 + 9) | No | |
| 34620 | 7.000149 | 9.2.5 | 5.2.9 (5*83^2 + 2*83 + 9) | No | |
| 2321768 | 7.000149 | 9.2.5.4 | 4.5.2.9 (4*83^3 + 5*83^2 + 2*83 + 9) | No | |
| 682186 | 7.000435 | 9.2.16.1 | 1.16.2.9 (571787 + 16*83^2 + 2*83 + 9) | No |
These are the training products that have the "ROOTALIVE INC." tag (processing sequence 3781). 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 |
|---|---|---|---|---|---|---|---|
| 27324 | Organic Ashwagandha Root Powder | 240784424 | none | 0 | none | ||
| 27310 | Organic Haritaki Powder 200g | 240784424 | none | 0 | none | ||
| 27313 | Organic Gelatinized Red Maca Pwd | 240784424 | none | 0 | none | ||
| 27323 | Organic Amla Fruit Powder | 240784424 | none | 0 | none | ||
| 27242 | Organic Shatavari Powder | 240784424 | none | 0 | none | ||
| 27306 | Organic Tulsi Leaf Powder | 240784424 | none | 0 | none | ||
| 27307 | Organic Triphala Powder | 240784424 | none | 0 | none | ||
| 27253 | Organic Yellow Maca Powder | 11470360 | none | -229314064 | none | ||
| 27322 | Organic Beet Latte | 2321768 | none | -238462656 | none | ||
| 27301 | Organic Turmeric Powder | 682186 | none | -240102238 | none | ||
| 27321 | Organic Cacao Maca Latte | 34620 | none | -240749804 | none |