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MY FINAL SCORE - 90.52 (WINNER'S SCORE - 91.18)

MY FINAL RANK - 81 OUT OF 5060 (TOP 1.5%)

Problem Statement

A leading pet adoption agency is planning to create a virtual tour experience for their customers showcasing all animals that are available in their shelter. To enable this tour experience, you are required to build a Machine Learning model that determine the type of breed of the animal based on its physical attributes and other factors.

Column Description

Column Name

Description

Pet Id Pet UniqueID
issue_Date Date on which the pet was issued to the shelter
lasting_date Date when pet arrived at shelter
condition Condition of the pet
color_type Color of the pet
lenght(m) length of the pet(in meter)
height(cm) Height of the pet (in centimete)
X1,X2 Anonymous Columns

breed_category

Breed category of the pet(target variable)

pet_category

Category of the pet(target variable)

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