Fold 1 - Understanding why coefficient 493039 was selected
Tag: TUMBLER
Selected Coefficient: 493039
Taxonomy Path: 0.0.0.1
Taxonomy Name:
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| 493039 | 8.000322 | 0.0.0.1 | 1.0.0.0 (493039) | Yes | |
| 0 | 8.000325 | 0 | 0 (0) | No | |
| -4942872 | 8.000481 | -0.0.2.10 | -10.2.0.0 (-(10*79^3 + 2*79^2)) | No | |
| -4949815 | 9.000000 | -70.8.3.10 | -10.3.8.70 (-(10*79^3 + 3*79^2 + 8*79 + 70)) | No | |
| 68990 | 11.000000 | 23.4.11 | 11.4.23 (11*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Hydration Systems | No |
| 7124 | 11.000160 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| 4949996 | 11.000160 | 14.11.3.10 | 10.3.11.14 (10*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Thermoses | No |
These are the training products that have the "TUMBLER" tag (processing sequence 4144). 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 |
|---|---|---|---|---|---|---|---|
| 6675 | 360 Degrees Insulated Travel Mug Regular | 4949996 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Thermoses | none | 4456957 | none | |
| 6634 | Oasis Stainless Steel Insulated Titan Water Bottle 1.9L | 493039 | OASIS | 0 | none | ||
| 6655 | Oasis Insulated Smoothie Tumbler with Straw 520ML | 493039 | OASIS | 0 | none | ||
| 6690 | 360 Degrees Insulated Sip 750ML Water Bottle | 68990 | Sporting Goods > Outdoor Recreation > Hydration Systems | none | -424049 | none | |
| 6677 | 360 Degrees Single Wall Water Bottle 750ML | 68990 | Sporting Goods > Outdoor Recreation > Hydration Systems | none | -424049 | none | |
| 276 | Air Force Stainless Steel Tumbler | 7124 | Home & Garden > Kitchen & Dining > Barware | none | -485915 | none | |
| 6635 | Oasis Stainless Steel Insulated Tumbler With Tritan Lid 480ML | 0 | OASIS | -493039 | none | ||
| 6654 | Oasis 3 Piece Insulated Wine Gift Set | -4942872 | OASIS | -5435911 | none | ||
| 6630 | Oasis Stainless Steel Insulated Smoothie Tumbler with Straw 500ML | -4942872 | OASIS | -5435911 | none | ||
| 6631 | Oasis Stainless Steel Insulated Sports Water Bottle with Straw 500ML | -4949815 | OASIS | -5442854 | none | ||
| 6656 | Oasis Stainless Steel Insulated Sports Water Bottle with Screw Cap 1.1L | -4949815 | OASIS | -5442854 | none | ||
| 6633 | Oasis Stainless Steel Insulated Titan Water Bottle 1.2L | -4949815 | OASIS | -5442854 | none | ||
| 6632 | Oasis Stainless Steel Insulated Sports Water Bottle with Straw 780ML | -4949815 | OASIS | -5442854 | none |