Fold 2 - Understanding why coefficient 178 was selected
Tag: MISSIONARY
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 14
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 |
| 312301 | 13.000000 | 14.3.50 | 50.3.14 (50*79^2 + 3*79 + 14) | Home & Garden > Decor > Novelty Signs | No |
These are the training products that have the "MISSIONARY" tag (processing sequence 1635). 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 |
|---|---|---|---|---|---|---|---|
| 12901 | Hug Me First Black and White Mini Sign 12" x 18" | 312301 | Home & Garden > Decor > Novelty Signs | none | 312123 | none | |
| 12913 | Missionary Called to Serve Black and White Balloon 18" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 12914 | Missionary Called To Serve Black and White Water Bottle Label | 12 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 12916 | Missionary Called to Serve Color Balloon 17" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 12918 | Missionary Mathew 28:19 Scripture Black and White Balloon 17" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 12919 | Missionary Welcome Home Banner 24"x 26" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 12921 | Missionary Welcome Home Name Tag Balloon 18" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 12922 | Missionary Welcome Home Yard Sign 24" x 18" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 12923 | Missionary Welcome Home Water Bottle Label | 12 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 12996 | Future Missionary Tag Stickers 3" x 1.5" | 12 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 13219 | Color Hug Me First Mini Sign 12" x 18" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 13441 | Missionary Called to Serve Yard Sign 24"x 18" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 13442 | Missionary Called to Serve Banner Black and White 24" x 32" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 13443 | Missionary Called to Serve Banner Color 24" x 32" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none |