Fold 4 - 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: 5
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? |
|---|---|---|---|---|---|
| 199871 | 3.000160 | 1.2.32 | 32.2.1 (32*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | Yes |
| 3045767 | 3.000160 | 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 |
| -2802038 | 4.000000 | -66.76.53.5 | -5.53.76.66 (-(5*79^3 + 53*79^2 + 76*79 + 66)) | No | |
| -13365 | 4.000000 | -14.11.2 | -2.11.14 (-(2*79^2 + 11*79 + 14)) | No | |
| 362229 | 4.000000 | 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 1626). 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 | 2845896 | none | |
| 13259 | White Stretch Spider Web Value Pack 1oz. | 1ct | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | 162358 | none | |
| 13914 | Game Shapes Reusable Face Masks | 199871 | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | none | 0 | none | |
| 8556 | Triple Moon - Magic Candle Holder | -13365 | CANDLES, FATHERS DAY | -213236 | WITCHES | ||
| 14400 | 3D Galaxy Star Bridge Floor/Wall Sticker Home Decoration for | -2802038 | FALL | -3001909 | none |