Fold 1 - Understanding why coefficient 199871 was selected
Tag: HALLOWEEN
Selected Coefficient: 199871
Taxonomy Path: 1.2.32
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Fashion Face Masks
Products with this tag: 12
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 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 | Yes |
| 6479 | 9.025316 | 1.3.1 | 1.3.1 (6241 + 3*79 + 1) | Apparel & Accessories > Costumes & Accessories > Costume Accessories | No |
| 0 | 10.000000 | 0 | 0 (0) | No | |
| 237409 | 10.000160 | 14.3.38 | 38.3.14 (38*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Decor Decals | No |
| 362229 | 10.000160 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
| 7452154 | 11.000000 | 5.5.9.15 | 15.9.5.5 (15*79^3 + 9*79^2 + 5*79 + 5) | No | |
| 4 | 11.000000 | 4 | 4 (4) | Baby & Toddler | No |
| 530645 | 11.000000 | 2.2.6.1 | 1.6.2.2 (493039 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | No |
| 3320554 | 11.000000 | 26.4.58.6 | 6.58.4.26 (6*79^3 + 58*79^2 + 4*79 + 26) | No | |
| -2995840 | 11.000000 | -2.2.6.6 | -6.6.2.2 (-(6*79^3 + 6*79^2 + 2*79 + 2)) | No |
These are the training products that have the "HALLOWEEN" tag (processing sequence 4284). 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 |
|---|---|---|---|---|---|---|---|
| 20440 | WONTON STAY PUFT Halloween Costume | 7452154 | PAJAMA | 7252283 | none | ||
| 8556 | Triple Moon - Magic Candle Holder | 3320554 | CANDLE HOLDER, MOTHERS | 3120683 | FATHERS DAY | ||
| 9886 | HALLOWEEN TULLE DUO CLIPS | 3045767 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 2845896 | none | |
| 17651 | Pumpkin Magic Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 330774 | none | |
| 13259 | White Stretch Spider Web Value Pack 1oz. | 1ct | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | 162358 | none | |
| 14400 | 3D Galaxy Star Bridge Floor/Wall Sticker Home Decoration for | 237409 | Home & Garden > Decor > Home Decor Decals | none | 37538 | none | |
| 13914 | Game Shapes Reusable Face Masks | 199871 | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | none | 0 | none | |
| 10740 | HALLOWEEN WITCH HAT | 6479 | Apparel & Accessories > Costumes & Accessories > Costume Accessories | none | -193392 | none | |
| 17666 | Pumpkin Spice Donut Dog Toy | 4 | Baby & Toddler | PLAY, TOY | -199867 | none | |
| 20451 | WONTON WEREWOLF costume | 0 | ONESIE | -199871 | none | ||
| 17643 | You My Boo Dog Bandana | 0 | GIRLY | -199871 | none | ||
| 20450 | WONTON WEDNESDAY Outfit | -2995840 | GIRLS, DRESS | -3195711 | none |