Fold 4 - Understanding why coefficient 967606 was selected
Tag: BANNER
Selected Coefficient: 967606
Taxonomy Path: 14.3.76.1
Taxonomy Name: Home & Garden > Decor > Wreaths & Garlands > Garlands
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 967606 | 6.000160 | 14.3.76.1 | 1.76.3.14 (493039 + 76*79^2 + 3*79 + 14) | Home & Garden > Decor > Wreaths & Garlands > Garlands | Yes |
| 362229 | 6.000801 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
| 178 | 9.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
| 162 | 9.012658 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 4 | 9.025316 | 4 | 4 (4) | Baby & Toddler | No |
These are the training products that have the "BANNER" 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 |
|---|---|---|---|---|---|---|---|
| 12891 | Adventure Birthday Banner, 4.5' x 5" | 1ct | 967606 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 0 | none | |
| 13016 | Hot Wheels Birthday Banner Kit | 2ct | 967606 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 0 | none | |
| 13061 | Oui Party Mini Birthday Banner Set | 2 pcs | 967606 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 0 | none | |
| 13093 | Princess Crowns And Pom Pom Tulle Banner Set | 1 ct | 967606 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 0 | none | |
| 13209 | Carnival Friends Banner Set, 6' | 1 ct | 967606 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 0 | none | |
| 13123 | Spa Party Letter Banner Kit | 2pcs | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | -605377 | none | |
| 13443 | Missionary Called to Serve Banner Color 24" x 32" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | -967428 | 0807 | |
| 12919 | Missionary Welcome Home Banner 24"x 26" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | -967428 | 0807 | |
| 13442 | Missionary Called to Serve Banner Black and White 24" x 32" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | -967428 | 0807 | |
| 13432 | Little Mister One-derful First Birthday Plush Banner Kit | 2 pcs | 162 | Baby & Toddler > Baby Gift Sets | none | -967444 | none | |
| 13419 | Little Miss One-derful First Birthday Plush Banner Kit | 2 pcs | 162 | Baby & Toddler > Baby Gift Sets | none | -967444 | none | |
| 13429 | Little Mister One-derful First Birthday High Chair Banner, 39" x 8" | 1 ct | 4 | Baby & Toddler | none | -967602 | none |