Fold 4 - Understanding why coefficient 162 was selected
Tag: 20-30
Selected Coefficient: 162
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 11
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 162 | 6.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 30673 | 6.028566 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 35714 | 6.028566 | 1.6.7 | 7.6.1 (7*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Jewelry Sets | No |
| 40755 | 6.028566 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 3997585 | 6.042254 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -20164 | 10.000000 | -0.0.4 | -4.0.0 (-(4*71^2)) | No |
These are the training products that have the "20-30" tag (processing sequence 263). 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 |
|---|---|---|---|---|---|---|---|
| 8611 | Shimmer Plazzo M.Gold SP02 | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 3997423 | none | |
| 7967 | Kajol Plazzo D.Green KP09 | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 3997423 | none | |
| 8041 | Multiple Purple crystal & pearl beads strings with Gold chains Short Fusion Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 40593 | none | |
| 7268 | Arras Creations Fashion Trendy Abalone Epoxy Metal Flip Flop W/Starfish Delicate Necklace & Earrings for Women / AZFJFP080-ASA | 35714 | Apparel & Accessories > Jewelry > Jewelry Sets | none | 35552 | none | |
| 8650 | Western Theme Fashion Trendy Metal Dangle Bullet Winchester 38spl & Pistol Earrings For Women / AZERSW822-ASG | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 30511 | none | |
| 9227 | Colorful Hebrew Home Blessing 30*20 Cm- "flowers & Birds" | 162 | Religious & Ceremonial > Religious Items | none | 0 | JEWISH GIFTS | |
| 9256 | Elegant Crystal Honey Dish 7 Cm | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9291 | Elegant Crystal Honey Dish 7 Cm | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9310 | With hearts full of faith (h/c) | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9329 | The concealed and the revealed | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 7277 | Arras Creations Fashion Trendy Hope Cream Synthetic Pearl Metal Flip Flop W/Anchor & Helm Delicate Necklace Earrings for Women / AZFJFP293-ASL | -20164 | SILVER | -20326 | none |