Fold 1 - Understanding why coefficient -548815700 was selected
Tag: PLAID
Selected Coefficient: -548815700
Taxonomy Path: -14.11.10.7.14
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -548815700 | 5.000160 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | Yes | |
| -548803218 | 5.000481 | -14.11.8.7.14 | -14.7.8.11.14 (-(14*79^4 + 7*79^3 + 8*79^2 + 11*79 + 14)) | No | |
| -3526245 | 7.000160 | -1.1.12.7 | -7.12.1.1 (-(7*79^3 + 12*79^2 + 79 + 1)) | No | |
| 967275 | 7.000160 | 78.77.75.1 | 1.75.77.78 (493039 + 75*79^2 + 77*79 + 78) | No | |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| 556175 | 8.000000 | 15.9.10.1 | 1.10.9.15 (493039 + 10*79^2 + 9*79 + 15) | No | |
| -545289455 | 8.000000 | -13.10.77.78.13 | -13.78.77.10.13 (-(13*79^4 + 78*79^3 + 77*79^2 + 10*79 + 13)) | No |
These are the training products that have the "PLAID" tag (processing sequence 3242). 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 |
|---|---|---|---|---|---|---|---|
| 11843 | Dennis Slim Fit Plaid Pants | 967275 | CASUAL, 100-150, AD, BEIGE, CLOTHING, COTTON-BLEND, DAVID-EDWARDS, PATTERNED | 549782975 | none | ||
| 8155 | 70's Halter and Skorts - Flannel Green Beige Plaid | 556175 | ADJUSTABLE, SETS | 549371875 | none | ||
| 11862 | Gavin Slim Plaid Suit | 0 | BLUE, AD, CLOTHING, PATTERNED | 548815700 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | none | |
| 14362 | Kickstarter Plaid Flares | -3526245 | PANTS, BOTTOMS | 545289455 | none | ||
| 4300 | Smooth Plaid Men's Track Pants | -545289455 | CLASSIC | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | |
| 3940 | Smooth Plaid Men's Jogger Shorts | -548803218 | JOGGERS, CLASSIC | 12482 | none | ||
| 3938 | Smooth Plaid Men's Bomber Jacket | -548815700 | JACKET, CLASSIC | 0 | none | ||
| 4299 | Smooth Plaid Swim Trunk | -548815700 | CLASSIC, POOL PARTY | 0 | none | ||
| 3941 | Smooth Plaid Men's Long Sleeve Tee | -548815700 | CLASSIC, SHIRTS | 0 | none |