Fold 3 - Understanding why coefficient 178 was selected
Tag: 0807
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 178 | 5.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -967428 | 9.000000 | -73.0.76.1 | -1.76.0.73 (-(493039 + 76*79^2 + 73)) | No | |
| -25120 | 9.000000 | -77.1.4 | -4.1.77 (-(4*79^2 + 79 + 77)) | No | |
| 312123 | 9.000000 | 73.0.50 | 50.0.73 (50*79^2 + 73) | No |
These are the training products that have the "0807" tag (processing sequence 219). 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" | 312123 | SIGN | 311945 | none | ||
| 12922 | Missionary Welcome Home Yard Sign 24" x 18" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 12913 | Missionary Called to Serve Black and White Balloon 18" | 1 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 | |
| 12917 | Missionary Called To Serve Color Water Bottle Label | 12 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 | |
| 12900 | Best Missionary Mini Sign 12" x 18" | 1 ct | 0 | SIGN | -178 | none | ||
| 13219 | Color Hug Me First Mini Sign 12" x 18" | 1 ct | 0 | SIGN | -178 | none | ||
| 12996 | Future Missionary Tag Stickers 3" x 1.5" | 12 ct | -25120 | STICKERS | -25298 | none | ||
| 13443 | Missionary Called to Serve Banner Color 24" x 32" | 1 ct | -967428 | BANNER | -967606 | none |