Checklist BdAIO 2024 BdAIO 2024 problems (round not stated) · Task 3
Segment & Conquer
Cluster retail customers into segments from demographic and purchasing features.
The task
The dataset describes customers by 20 features (age, gender, marital status, income, spending score, purchase counts and values, membership level, loyalty score, online purchases, store visits, discounts, preferred store section, payment method, feedback score, last purchase amount); the Cluster column gives the segment.
Abridged by SOTA from the official materials. The official statement has the exact rules, and it wins wherever this summary differs.
At a glance
- You get
train.csv,test.csv,sample_submission.csv.- You submit
- CSV with CustomerID and Cluster.
- Scoring
- Adjusted Rand Index against the reference clustering.
- Rules
- Individual; up to 100 submissions per day.
- Format
- Kaggle competition titled 'BDAIO2024: …', open 7 March – 29 April 2025 (host Proma Chowdhury).