Fold 1 - Understanding why coefficient -362067 was selected
Tag: LITTLE MISS ONE-DERFUL
Selected Coefficient: -362067
Taxonomy Path: -10.1.58
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -362067 | 5.000000 | -10.1.58 | -58.1.10 (-(58*79^2 + 79 + 10)) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -474475 | 6.000000 | -1.2.76 | -76.2.1 (-(76*79^2 + 2*79 + 1)) | No | |
| -6475 | 6.000000 | -76.2.1 | -1.2.76 (-(6241 + 2*79 + 76)) | No | |
| 162 | 6.000000 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
These are the training products that have the "LITTLE MISS ONE-DERFUL" tag (processing sequence 3361). 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 |
|---|---|---|---|---|---|---|---|
| 13417 | 12" Little Miss One-derful First Birthday Latex Balloon Pack | 6 ct | 162 | Baby & Toddler > Baby Gift Sets | none | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none |
| 13420 | Little Miss One-derful First Birthday Round Plates 7" | 8 ct | 0 | 7" | 362067 | none | ||
| 13421 | Little Miss One-derful First Birthday Scene Setter | 4 pcs | 0 | SCENE SETTER | 362067 | none | ||
| 13414 | Little Miss One-derful First Birthday Cone Hat, 7" x 5" | 1 ct | -6475 | WEARABLES | 355592 | none | ||
| 13413 | Little Miss One-derful First Birthday Candle, 5" x 3" | 1 ct | -362067 | CANDLE | 0 | none | ||
| 13419 | Little Miss One-derful First Birthday Plush Banner Kit | 2 pcs | -362067 | BANNER | 0 | none | ||
| 13416 | Little Miss One-derful First Birthday Lace Crown | 1 ct | -474475 | LACE, WEARABLES | -112408 | none |