Fold 1 - Understanding why coefficient 181 was selected
Tag: OASIS
Selected Coefficient: 181
Taxonomy Path: 23.2
Taxonomy Name: Sporting Goods > Fitness & General Exercise Equipment
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 181 | 5.000000 | 23.2 | 2.23 (2*79 + 23) | Sporting Goods > Fitness & General Exercise Equipment | Yes |
| 7124 | 5.000320 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| 4949996 | 5.000322 | 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 |
| 5443035 | 5.000322 | 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 |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "OASIS" tag (processing sequence 3458). 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 |
|---|---|---|---|---|---|---|---|
| 6655 | Oasis Insulated Smoothie Tumbler with Straw 520ML | 5443035 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | none | 5442854 | none | |
| 6635 | Oasis Stainless Steel Insulated Tumbler With Tritan Lid 480ML | 4949996 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Thermoses | none | 4949815 | none | |
| 6630 | Oasis Stainless Steel Insulated Smoothie Tumbler with Straw 500ML | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 6943 | none | |
| 6654 | Oasis 3 Piece Insulated Wine Gift Set | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 6943 | none | |
| 6656 | Oasis Stainless Steel Insulated Sports Water Bottle with Screw Cap 1.1L | 181 | Sporting Goods > Fitness & General Exercise Equipment | none | 0 | none | |
| 6631 | Oasis Stainless Steel Insulated Sports Water Bottle with Straw 500ML | 181 | Sporting Goods > Fitness & General Exercise Equipment | none | 0 | none | |
| 6632 | Oasis Stainless Steel Insulated Sports Water Bottle with Straw 780ML | 181 | Sporting Goods > Fitness & General Exercise Equipment | none | 0 | none | |
| 6633 | Oasis Stainless Steel Insulated Titan Water Bottle 1.2L | 181 | Sporting Goods > Fitness & General Exercise Equipment | none | 0 | none | |
| 6629 | Oasis Stainless Steel Insulated Mug with Lid 400ML | 0 | MUG | -181 | none |