Tag Coefficient Debug: CALGARY

Fold 1 - Understanding why coefficient 31542 was selected

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Summary

Tag: CALGARY

Selected Coefficient: 31542

Taxonomy Path: 21.4.5

Taxonomy Name: Services > Entertainment & Recreation Services > Children Activities

Products with this tag: 7

Unique residual values tried: 2

Candidate Coefficients Tried

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?
315422.00000021.4.55.4.21 (5*79^2 + 4*79 + 21)Services > Entertainment & Recreation Services > Children ActivitiesYes
05.00000000 (0)No

Products with this Tag

These are the training products that have the "CALGARY" tag (processing sequence 424). 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
16282Dinosaur Party31542Services > Entertainment & Recreation Services > Children Activitiesnone0PREFERENCE_BIRTHDAY FOR GIRLS
16287Face Painting Party (Calgary)31542Services > Entertainment & Recreation Services > Children Activitiesnone0PREFERENCE_BIRTHDAY FOR GIRLS
16184Pikachu Mascot Birthday Party (Calgary)31542Services > Entertainment & Recreation Services > Children Activitiesnone0THEME_MASCOT, PREFERENCE_BIRTHDAY FOR GIRLS
16181OLAF Mascot Birthday Party (Calgary)31542Services > Entertainment & Recreation Services > Children Activitiesnone0THEME_MASCOT, PREFERENCE_BIRTHDAY FOR GIRLS
16253Balloon Twisting Party (Calgary)31542Services > Entertainment & Recreation Services > Children Activitiesnone0PREFERENCE_BIRTHDAY FOR GIRLS
16244At-home Birthday Party with Princess Belle Gift (Calgary)0THEME_PRINCESSES-31542PREFERENCE_BIRTHDAY FOR GIRLS
16243At-home Birthday Party with Princess Anna Gift (Calgary)0THEME_PRINCESSES-31542PREFERENCE_BIRTHDAY FOR GIRLS