Fold 4 - Understanding why coefficient 314129136 was selected
Tag: BIRTHDAYFORHIM
Selected Coefficient: 314129136
Taxonomy Path: 14.11.10.5.8
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware > Drinkware > Tumblers
Products with this tag: 6
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 314129136 | 0.000160 | 14.11.10.5.8 | 8.5.10.11.14 (8*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Tumblers | Yes |
| 5443035 | 0.000801 | 14.11.3.11 | 11.3.11.14 (11*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | No |
These are the training products that have the "BIRTHDAYFORHIM" tag (processing sequence 1785). 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 |
|---|---|---|---|---|---|---|---|
| 15145 | RAMBLER 20 OZ TUMBLER MS WETLANDS BROWN | 314129136 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Tumblers | none | 0 | none | |
| 15146 | RAMBLER 20 OZ TUMBLER MS WILD VINE RED | 314129136 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Tumblers | none | 0 | none | |
| 15153 | RAMBLER 30 OZ TUMBLER MS WETLANDS BROWN | 314129136 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Tumblers | none | 0 | none | |
| 15207 | Yeti Rambler 16 Oz Stackable Pint with Magslider Lid TROPICAL PINK | 314129136 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Tumblers | none | 0 | none | |
| 15508 | RAMBLER 10 OZ TUMBLER MS WV RED | 314129136 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Tumblers | none | 0 | none | |
| 15150 | RAMBLER 26 OZ BOTTLE CHUG WETLANDS BROWN | 5443035 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | none | -308686101 | none |