Fold 4 - Understanding why coefficient -548815700 was selected
Tag: ATTIRE
Selected Coefficient: -548815700
Taxonomy Path: -14.11.10.7.14
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -548815700 | 1.000322 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | Yes | |
| -554239129 | 1.000325 | -14.11.10.18.14 | -14.18.10.11.14 (-(14*79^4 + 18*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -554788337 | 1.000641 | -14.11.19.19.14 | -14.19.19.11.14 (-(14*79^4 + 19*79^3 + 19*79^2 + 11*79 + 14)) | No | |
| -554719686 | 1.000641 | -14.11.8.19.14 | -14.19.8.11.14 (-(14*79^4 + 19*79^3 + 8*79^2 + 11*79 + 14)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "ATTIRE" tag (processing sequence 504). 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 |
|---|---|---|---|---|---|---|---|
| 1013 | Modern Knit Mini Dress | 0 | DENIM | 548815700 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | BEST DRESS, EASY | |
| 824 | Astoria | -548815700 | CASUAL, CLASSIC | 0 | COMFORT, EASY, FLATTERING, LONG SLEEVE, SOFT SWEATERS | ||
| 1023 | Moss Stripe Crew | -548815700 | CASUAL, CLASSIC | 0 | BEST DRESS, COMFORT, EASY | ||
| 893 | Dolan | -554239129 | CASUAL, CLASSIC | -5423429 | BEST DRESS, COMFORT, EASY | ||
| 1035 | Paige | -554719686 | CASUAL, CLASSIC | -5903986 | BEST DRESS, COMFORT, RAILS | ||
| 933 | Georgette Ruffle | -554788337 | CASUAL, CLASSIC | -5972637 | BEST DRESS, COMFORT |