Fold 0 - Understanding why coefficient 2502801 was selected
Tag: HALLOWEEN
Selected Coefficient: 2502801
Taxonomy Path: 2.2.6.5
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes
Products with this tag: 12
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 2502801 | 9.000000 | 2.2.6.5 | 5.6.2.2 (5*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | Yes |
| 0 | 9.000002 | 0 | 0 (0) | No | |
| -493039 | 9.000004 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No | |
| 3045767 | 9.012818 | 1.2.14.6 | 6.14.2.1 (6*79^3 + 14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | No |
| 199871 | 9.012818 | 1.2.32 | 32.2.1 (32*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | No |
| 6479 | 9.025316 | 1.3.1 | 1.3.1 (6241 + 3*79 + 1) | Apparel & Accessories > Costumes & Accessories > Costume Accessories | No |
| 4 | 10.000000 | 4 | 4 (4) | Baby & Toddler | No |
| 362229 | 11.000000 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
These are the training products that have the "HALLOWEEN" tag (processing sequence 3952). 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 |
|---|---|---|---|---|---|---|---|
| 9886 | HALLOWEEN TULLE DUO CLIPS | 3045767 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 542966 | none | |
| 20451 | WONTON WEREWOLF costume | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | 0 | none | |
| 20440 | WONTON STAY PUFT Halloween Costume | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | 0 | none | |
| 20449 | WONTON Vegeta costume | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | 0 | none | |
| 13259 | White Stretch Spider Web Value Pack 1oz. | 1ct | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | -2140572 | none | |
| 13914 | Game Shapes Reusable Face Masks | 199871 | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | none | -2302930 | none | |
| 10740 | HALLOWEEN WITCH HAT | 6479 | Apparel & Accessories > Costumes & Accessories > Costume Accessories | none | -2496322 | none | |
| 17664 | Trick-or-Treat Basket Dog Toy | 4 | Baby & Toddler | PLAY, TOY | -2502797 | none | |
| 17666 | Pumpkin Spice Donut Dog Toy | 4 | Baby & Toddler | PLAY, TOY | -2502797 | none | |
| 8556 | Triple Moon - Magic Candle Holder | 0 | CANDLE HOLDER | -2502801 | none | ||
| 17651 | Pumpkin Magic Dog Bandana | 0 | DOG BANDANA | -2502801 | none | ||
| 20450 | WONTON WEDNESDAY Outfit | -493039 | DRESS | -2995840 | GIRLS |