AI in buisness:

Repo for working and collaborate with other team members on task, given in MEPhI at ai in buisness course

Task on kaggle

This is the classification based E-commerce text dataset for 4 categories:

• "Electronics"
• "Household"
• "Books"
• "Clothing & Accessories",

which almost cover 80% of any E-commerce website.

The dataset is in ".csv" sored in data directory format with two columns - the first column is the class name and the second one is the datapoint of that class. The data point is the product and description from the e-commerce website.

The dataset has the following features:

• Data Set Characteristics: Multivariate
• Number of Instances: 50 425
• Number of classes: 4

Current progress:

• EDA
• Text processing
• TfIdf + LogReg with f1_weighted = 0.925
• Fasttext f1_weighted = 1.0