Fold 4 - Understanding why coefficient 151457 was selected
Tag: CERAMIC LIGHTHOUSE
Selected Coefficient: 151457
Taxonomy Path: 14.3.30
Taxonomy Name: Home & Garden > Decor > Figurines
Products with this tag: 8
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 151457 | 0.000000 | 14.3.30 | 30.3.14 (30*71^2 + 3*71 + 14) | Home & Garden > Decor > Figurines | Yes |
These are the training products that have the "CERAMIC LIGHTHOUSE" tag (processing sequence 11). 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 |
|---|---|---|---|---|---|---|---|
| 4564 | Authentic Croatian Souvenir Gift, Made In Croatia Gift, Handmade Ceramic Lighthouse, Unique Hand Crafted Ornament, Hand Sculpted Ceramics | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 4571 | Authentic Croatian Souvenir Gift, Made In Croatia Gift, Handmade Ceramic Lighthouse, Unique Hand Crafted Ornament, Hand Sculpted Ceramics | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 4713 | Authentic Croatian Souvenir Gift, Made In Croatia Gift, Handmade Ceramic Lighthouse, Unique Hand Crafted Ornament, Hand Sculpted Ceramics | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 4716 | Authentic Croatian Souvenir Gift, Made In Croatia Gift, Handmade Ceramic Lighthouse, Unique Hand Crafted Ornament, Hand Sculpted Ceramics | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 4718 | Authentic Croatian Souvenir Gift, Made In Croatia Gift, Handmade Ceramic Lighthouse, Unique Hand Crafted Ornament, Hand Sculpted Ceramics | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 4823 | Authentic Croatian Souvenir Gift, Made In Croatia Gift, Handmade Ceramic Lighthouse, Unique Hand Crafted Ornament, Hand Sculpted Ceramics | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 4827 | Authentic Croatian Souvenir Gift, Made In Croatia Gift, Handmade Ceramic Lighthouse, Unique Hand Crafted Ornament, Hand Sculpted Ceramics | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 4829 | Authentic Croatian Souvenir Gift, Made In Croatia Gift, Handmade Ceramic Lighthouse, Unique Hand Crafted Ornament, Hand Sculpted Ceramics | 151457 | Home & Garden > Decor > Figurines | none | 0 | none |