Fold 1 - Understanding why coefficient 4 was selected
Tag: 1ST BIRTHDAY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 17
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 4 | 11.037975 | 4 | 4 (4) | Baby & Toddler | Yes |
| 162 | 11.037975 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 0 | 12.000160 | 0 | 0 (0) | No | |
| -280845 | 12.000641 | -0.0.45 | -45.0.0 (-(45*79^2)) | No | |
| -362067 | 13.025316 | -10.1.58 | -58.1.10 (-(58*79^2 + 79 + 10)) | No | |
| -1030565 | 13.037975 | -10.10.7.2 | -2.7.10.10 (-(2*79^3 + 7*79^2 + 10*79 + 10)) | No | |
| -362225 | 13.037975 | -10.3.58 | -58.3.10 (-(58*79^2 + 3*79 + 10)) | No | |
| 106256 | 16.000000 | 1.2.17 | 17.2.1 (17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats | No |
| 362229 | 16.000000 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
These are the training products that have the "1ST BIRTHDAY" tag (processing sequence 3822). 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 |
|---|---|---|---|---|---|---|---|
| 13423 | Little Miss One-derful First Birthday Table Runner, 13" x 72" | 1 ct | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | 362225 | LITTLE MISS ONE-DERFUL | |
| 13416 | Little Miss One-derful First Birthday Lace Crown | 1 ct | 106256 | Apparel & Accessories > Clothing Accessories > Hats | none | 106252 | LITTLE MISS ONE-DERFUL, WEARABLES | |
| 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, POUCHES | |
| 13428 | Little Mister One-derful First Birthday Cone Hat, 7" x 5" | 1 ct | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | LITTLE MISTER ONE-DERFUL, WEARABLES | |
| 8252 | "ONE" Sign Photo Prop | 4 | Baby & Toddler | none | 0 | none | |
| 13418 | Little Miss One-derful First Birthday Party Favor Pouches, 7" x 5" | 8ct | 4 | Baby & Toddler | none | 0 | LITTLE MISS ONE-DERFUL, POUCHES | |
| 13414 | Little Miss One-derful First Birthday Cone Hat, 7" x 5" | 1 ct | 4 | Baby & Toddler | none | 0 | LITTLE MISS ONE-DERFUL, WEARABLES | |
| 13435 | Little Mister One-derful 1st Birthday Table Decorating Kit | 1 ct | 0 | DECORATIONS | -4 | LITTLE MISTER ONE-DERFUL | ||
| 13420 | Little Miss One-derful First Birthday Round Plates 7" | 8 ct | 0 | 7" | -4 | LITTLE MISS ONE-DERFUL | ||
| 13433 | Little Mister One-derful First Birthday Round Plates, 7" | 8 ct | 0 | 7" | -4 | LITTLE MISTER ONE-DERFUL | ||
| 13434 | Little Mister One-derful First Birthday Scene Setter | 4 pcs | 0 | SCENE SETTER | -4 | LITTLE MISTER ONE-DERFUL | ||
| 13422 | Little Miss One-derful First Birthday Table Decorating Kit | 1 ct | -280845 | DECORATIONS | -280849 | LITTLE MISS ONE-DERFUL | ||
| 13413 | Little Miss One-derful First Birthday Candle, 5" x 3" | 1 ct | -362067 | CANDLE | -362071 | LITTLE MISS ONE-DERFUL | ||
| 13419 | Little Miss One-derful First Birthday Plush Banner Kit | 2 pcs | -362067 | DECORATIONS | -362071 | LITTLE MISS 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 | LITTLE MISS ONE-DERFUL |