Lightweight notes for my personal use. Based on the Kaggle H&M Personalized Fashion Recommendations dataset; includes the original recall + LGBM pipeline with an added CatBoost ranker for easy ...

Abstract: Accurate classification of software requirements, distinguishing between functional and non-functional aspects, is crucial for developing reliable and efficient software systems. However, ...

Abstract: In this study we investigate the performance of CatBoost in the task of identifying Medicare fraud. The Medicare claims data we use as input for CatBoost contain a number of categorical ...

This repository contains a project for predicting house prices using the CatBoost algorithm. The data used in this project is from the Kaggle House Prices competition. Predicting house prices is a ...

A company's logo is one of its most valuable brand assets. Proper logo placement reinforces brand recognition and maintains a consistent brand image across all consumer touchpoints. However, choosing ...

This guide covers all the logo design rules, best practices, tips, examples, and more to equip you with the knowledge for crafting brilliant logos. A wordmark (or logotype) logo consists solely of a ...

Model achieved area under the curve values of 0.7577, 0.7595, and 0.7557 for one-, three-, and five-year survival predictions ...