Fold 0 - Understanding why coefficient 187481 was selected
Tag: CERAMIC FLOWERS
Selected Coefficient: 187481
Taxonomy Path: 14.3.30
Taxonomy Name: Home & Garden > Decor > Figurines
Products with this tag: 9
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 187481 | 1.000641 | 14.3.30 | 30.3.14 (30*79^2 + 3*79 + 14) | Home & Garden > Decor > Figurines | Yes |
| 505772 | 1.000641 | 14.3.2.1 | 1.2.3.14 (493039 + 2*79^2 + 3*79 + 14) | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | No |
| -125070 | 8.000000 | -13.3.20 | -20.3.13 (-(20*79^2 + 3*79 + 13)) | No |
These are the training products that have the "CERAMIC FLOWERS" tag (processing sequence 949). 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 |
|---|---|---|---|---|---|---|---|
| 3770 | Ceramic Flowers Set of 5 | Celestial | 505772 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 318291 | COLOUR_GREY | |
| 3761 | Ceramic Flower Decor Set of 3 | Garden Party | 505772 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 318291 | PRICE_UNDER $100 | |
| 3762 | Ceramic Flowers Set of 11 | Fashionista | 505772 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 318291 | COLOUR_GREY | |
| 3747 | Bloem | Ceramic Flower Gift Sets | 505772 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 318291 | none | |
| 3769 | Ceramic Flowers Set of 3 | Sea Side | 187481 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 3750 | Blomma | Ceramic Flower Gift Sets | 187481 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 3759 | Ceramic Accent Decor Set of 3 | Toronto | 187481 | Home & Garden > Decor > Figurines | none | 0 | PRICE_UNDER $100 | |
| 3760 | Ceramic Flower Decor Set of 3 | Botanical | 187481 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 3764 | Ceramic Flowers Set of 3 - San Diego | -125070 | BESTSELLER, BUNDLE | -312551 | COLOR_GREEN, COLOR_PURPLE |