Fold 1 - Understanding why coefficient 2887746 was selected
Tag: CHAISE LOUNGE
Selected Coefficient: 2887746
Taxonomy Path: 10.15.4.5
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 2887746 | 0.000002 | 10.15.4.5 | 5.4.15.10 (5*83^3 + 4*83^2 + 15*83 + 10) | Yes | |
| 1744172 | 0.000012 | 10.15.4.3 | 3.4.15.10 (3*83^3 + 4*83^2 + 15*83 + 10) | No |
These are the training products that have the "CHAISE LOUNGE" tag (processing sequence 2391). 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 |
|---|---|---|---|---|---|---|---|
| 29380 | Compamia Siesta Aqua Pool 4 Piece Resin Chaise Lounge | 2887746 | none | 0 | none | ||
| 29321 | Lloyd Flanders Contempo Left Arm Chaise | 2887746 | none | 0 | none | ||
| 29322 | Lloyd Flanders Contempo Right Arm Chaise | 2887746 | none | 0 | none | ||
| 29375 | Compamia Siesta Sundance 2 Piece Pool Chaise Lounge White | 2887746 | none | 0 | none | ||
| 29376 | Compamia Siesta Pacific 2 Piece Sling Chaise Lounge | 2887746 | none | 0 | none | ||
| 29377 | Compamia Siesta Havana Sunrise 4 Piece Resin Chaise Lounge With Arms | 2887746 | none | 0 | none | ||
| 29378 | Compamia Siesta Bahama Sunlight 4 Piece Resin Pool Lounge | 2887746 | none | 0 | none | ||
| 29274 | Lloyd Flanders Mesa Right Arm Chaise | 1744172 | none | -1143574 | MESA |