Fold 1 - Understanding why coefficient -6241 was selected
Tag: MOTHERS DAY
Selected Coefficient: -6241
Taxonomy Path: -0.0.1
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -6241 | 5.000160 | -0.0.1 | -1.0.0 (-(6241)) | Yes | |
| 0 | 5.000160 | 0 | 0 (0) | No | |
| 5 | 6.000000 | 5 | 5 (5) | Bundles | No |
| 247 | 6.000000 | 10.3 | 3.10 (3*79 + 10) | Furniture > Benches | No |
| 7124 | 6.000000 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| 25435 | 6.000000 | 76.5.4 | 4.5.76 (4*79^2 + 5*79 + 76) | No | |
| 198807591 | 6.000000 | 62.6.18.8.5 | 5.8.18.6.62 (5*79^4 + 8*79^3 + 18*79^2 + 6*79 + 62) | No |
These are the training products that have the "MOTHERS DAY" tag (processing sequence 4586). 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 |
|---|---|---|---|---|---|---|---|
| 17548 | Custom Baby Face Mug, Baby Photo Mug, Personalized Baby Face Mug, Mug Gift For Mum, Mug For New Mom, New Mom Birthday Gift, Personalized Mug | 198807591 | WEDDING GIFTS, WEDDING FAVORS, ANNIVERSARY GIFTS | 198813832 | none | ||
| 8594 | Cat Enamel Brooch Pin Colourful Flower Detail | 25435 | FOR GIRLS | 31676 | none | ||
| 8603 | Mum's Gin Stemless Glass with Gold Text | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 13365 | FATHERS DAY | |
| 8515 | Sun and Moon Gift Bags - 2 Sizes 3 Colours 23cm and 33cm | 247 | Furniture > Benches | FOR GIRLS | 6488 | FATHERS DAY | |
| 8526 | Time to Relax Round Mug and Sock Gift Set | 5 | Bundles | none | 6246 | FATHERS DAY | |
| 1989 | The Flywire House: A Case Study in Design Against Bushfire | 0 | BOOKS | 6241 | none | ||
| 152 | Coaster - Rose Quartz, Gold | -6241 | CRYSTAL | 0 | none |