Fold 0 - Understanding why coefficient 4 was selected
Tag: 1ST BIRTHDAY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 21
Unique residual values tried: 12
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? |
|---|---|---|---|---|---|
| 162 | 13.050633 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 4 | 13.050633 | 4 | 4 (4) | Baby & Toddler | Yes |
| -362067 | 14.050793 | -10.1.58 | -58.1.10 (-(58*79^2 + 79 + 10)) | No | |
| -1235807 | 14.050953 | -10.1.40.2 | -2.40.1.10 (-(2*79^3 + 40*79^2 + 79 + 10)) | No | |
| -362225 | 14.063451 | -10.3.58 | -58.3.10 (-(58*79^2 + 3*79 + 10)) | No | |
| -1235965 | 14.063451 | -10.3.40.2 | -2.40.3.10 (-(2*79^3 + 40*79^2 + 3*79 + 10)) | No | |
| -1030565 | 14.075949 | -10.10.7.2 | -2.7.10.10 (-(2*79^3 + 7*79^2 + 10*79 + 10)) | No | |
| -118885688 | 14.075949 | -10.11.10.4.3 | -3.4.10.11.10 (-(3*79^4 + 4*79^3 + 10*79^2 + 11*79 + 10)) | No | |
| 0 | 17.000160 | 0 | 0 (0) | No | |
| -280845 | 17.000481 | -0.0.45 | -45.0.0 (-(45*79^2)) | No | |
| 362229 | 19.012658 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
| 4007605 | 19.012658 | 14.11.10.8 | 8.10.11.14 (8*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware Accessories | No |
These are the training products that have the "1ST BIRTHDAY" tag (processing sequence 3787). 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 |
|---|---|---|---|---|---|---|---|
| 13436 | Little Mister One-derful First Birthday Table Runner, 13" x 72" | 1ct | 4007605 | Home & Garden > Kitchen & Dining > Tableware > Serveware Accessories | none | 4007601 | LITTLE MISTER ONE-DERFUL | |
| 13423 | Little Miss One-derful First Birthday Table Runner, 13" x 72" | 1 ct | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | 362225 | none | |
| 13417 | 12" Little Miss One-derful First Birthday Latex Balloon Pack | 6 ct | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 12998 | Gender Neutral First Birthday Balloon Boxes, 11.75" | 3 ct | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 12999 | Gender Neutral First Birthday Customizable Sign, 8.5" x 11" | 1 ct | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 13431 | Little Mister One-derful First Birthday Party Favor Pouches, 7" x 5" | 8 ct | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | LITTLE MISTER ONE-DERFUL | |
| 8252 | "ONE" Sign Photo Prop | 4 | Baby & Toddler | none | 0 | none | |
| 13414 | Little Miss One-derful First Birthday Cone Hat, 7" x 5" | 1 ct | 4 | Baby & Toddler | none | 0 | WEARABLES | |
| 13418 | Little Miss One-derful First Birthday Party Favor Pouches, 7" x 5" | 8ct | 4 | Baby & Toddler | none | 0 | none | |
| 13430 | 12" Little Mister One-derful First Birthday Latex Balloon Pack | 6 ct | 4 | Baby & Toddler | none | 0 | LITTLE MISTER ONE-DERFUL | |
| 13435 | Little Mister One-derful 1st Birthday Table Decorating Kit | 1 ct | 0 | DECORATIONS | -4 | LITTLE MISTER ONE-DERFUL | ||
| 13421 | Little Miss One-derful First Birthday Scene Setter | 4 pcs | 0 | SCENE SETTER | -4 | none | ||
| 13424 | Little Mister One-derful First Birthday Beverage Napkins | 16 ct | 0 | BEVERAGE NAPKINS | -4 | LITTLE MISTER ONE-DERFUL | ||
| 13422 | Little Miss One-derful First Birthday Table Decorating Kit | 1 ct | -280845 | DECORATIONS | -280849 | none | ||
| 13419 | Little Miss One-derful First Birthday Plush Banner Kit | 2 pcs | -362067 | DECORATIONS | -362071 | none | ||
| 13432 | Little Mister One-derful First Birthday Plush Banner Kit | 2 pcs | -362067 | DECORATIONS | -362071 | LITTLE MISTER ONE-DERFUL | ||
| 13429 | Little Mister One-derful First Birthday High Chair Banner, 39" x 8" | 1 ct | -362225 | DECORATIONS | -362229 | LITTLE MISTER ONE-DERFUL | ||
| 13412 | Little Miss One-derful First Birthday Beverage Napkins | 16 ct | -1030565 | BEVERAGE NAPKINS | -1030569 | none | ||
| 13413 | Little Miss One-derful First Birthday Candle, 5" x 3" | 1 ct | -1235807 | CANDLE | -1235811 | none | ||
| 13426 | Little Mister One-derful First Birthday Candle, 5" x 3" | 1 ct | -1235965 | CANDLE | -1235969 | LITTLE MISTER ONE-DERFUL | ||
| 12992 | Gender Neutral First Birthday Plates 9" | 8 ct | -118885688 | 9" | -118885692 | none |