Fold 2 - Understanding why coefficient -530645 was selected
Tag: HALLOWEEN
Selected Coefficient: -530645
Taxonomy Path: -2.2.6.1
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| -530645 | 8.000002 | -2.2.6.1 | -1.6.2.2 (-(493039 + 6*79^2 + 2*79 + 2)) | Yes | |
| -2502801 | 8.000004 | -2.2.6.5 | -5.6.2.2 (-(5*79^3 + 6*79^2 + 2*79 + 2)) | No | |
| 199871 | 8.012818 | 1.2.32 | 32.2.1 (32*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | No |
| 3045767 | 8.012818 | 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 |
| 6479 | 8.025316 | 1.3.1 | 1.3.1 (6241 + 3*79 + 1) | Apparel & Accessories > Costumes & Accessories > Costume Accessories | No |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 237409 | 10.000000 | 14.3.38 | 38.3.14 (38*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Decor Decals | No |
| 2041057 | 10.000000 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
| 3470156 | 10.000000 | 2.2.3.7 | 7.3.2.2 (7*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | No |
These are the training products that have the "HALLOWEEN" tag (processing sequence 4505). 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 |
|---|---|---|---|---|---|---|---|
| 17664 | Trick-or-Treat Basket Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 4000801 | none | |
| 9886 | HALLOWEEN TULLE DUO CLIPS | 3045767 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 3576412 | none | |
| 8556 | Triple Moon - Magic Candle Holder | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | CANDLE HOLDER, MOTHERS | 2571702 | FATHERS DAY | |
| 14400 | 3D Galaxy Star Bridge Floor/Wall Sticker Home Decoration for | 237409 | Home & Garden > Decor > Home Decor Decals | none | 768054 | none | |
| 13914 | Game Shapes Reusable Face Masks | 199871 | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | none | 730516 | none | |
| 10740 | HALLOWEEN WITCH HAT | 6479 | Apparel & Accessories > Costumes & Accessories > Costume Accessories | none | 537124 | none | |
| 17666 | Pumpkin Spice Donut Dog Toy | 0 | FOOD | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | |
| 20449 | WONTON Vegeta costume | 0 | BULLDOG CLOTHES | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | |
| 17643 | You My Boo Dog Bandana | -530645 | GIRLY, PET ACCESSORY | 0 | none | ||
| 17653 | Daisy Delight Dog Bandana | -530645 | GIRLY, PET ACCESSORY | 0 | none | ||
| 20451 | WONTON WEREWOLF costume | -2502801 | ONESIE, BULLDOG CLOTHES | -1972156 | none |