Fold 4 - Understanding why coefficient -423516 was selected
Tag: HOLIDAY
Selected Coefficient: -423516
Taxonomy Path: -1.1.13.1
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -423516 | 5.000201 | -1.1.13.1 | -1.13.1.1 (-(357911 + 13*71^2 + 71 + 1)) | Yes | |
| -6508003 | 5.000210 | -1.1.13.18 | -18.13.1.1 (-(18*71^3 + 13*71^2 + 71 + 1)) | No | |
| -4365578 | 5.000992 | -1.1.14.12 | -12.14.1.1 (-(12*71^3 + 14*71^2 + 71 + 1)) | No | |
| 0 | 6.014087 | 0 | 0 (0) | No | |
| 3937021 | 6.014093 | 0.0.0.11 | 11.0.0.0 (11*71^3) | No | |
| 705456 | 6.056338 | 0.67.68.1 | 1.68.67.0 (357911 + 68*71^2 + 67*71) | No |
These are the training products that have the "HOLIDAY" tag (processing sequence 844). 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 |
|---|---|---|---|---|---|---|---|
| 2357 | Open Crochet Top | 3937021 | FITS SIZE 16 | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 2367 | Plain Clutch Bag | 705456 | ACCESSORIES, BAGS | 1128972 | none | ||
| 2324 | Marble Print Blouse | 0 | FITS SIZE 16 | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | |
| 2335 | Marble Twist Front Top | 0 | FITS SIZE 16 | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | |
| 2347 | Midaxi Tie Dye Tassel Dress | 0 | DRESSES | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | |
| 2361 | Paisley Shirred Dress | -423516 | DRESSES, FITS SIZE 16 | 0 | none | ||
| 2363 | Pinns Pull On Ankle Grazer Trousers | -423516 | TROUSERS, FITS SIZE 16 | 0 | none | ||
| 2406 | South Beach Crinkle Smock Beach Dress | -423516 | DRESSES, FITS SIZE 16 | 0 | none | ||
| 2417 | Suzie Blue Tie Dye Kaftan Dress | -423516 | DRESSES, FITS SIZE 16 | 0 | none | ||
| 2420 | Suzie Blue Tie Dye Kaftan & Trousers Co-Ord | -4365578 | TROUSERS, FITS SIZE 16 | -3942062 | JACKETS | ||
| 2336 | Marble White Slim Jeans | -6508003 | TROUSERS, FITS SIZE 16, FITS SIZE 18 | -6084487 | none |