tomatorro/first-project

Пути улучшения

Open

#1 opened on Nov 26, 2025

View on GitHub
 (0 comments) (0 reactions) (1 assignee)Jupyter Notebook (0 forks)auto 404
enhancementgood first issue

Repository metrics

Stars
 (0 stars)
PR merge metrics
 (PR metrics pending)

Description

Возможны 2 варианта для повышения целевой метрики:

  • расширения выбора моделей для подбора при кросс-валидации, однако возникает вопрос целесообразности использования мощных моделей для решения такой задачи;

  • использование других методов кросс-валидации, в частности OptunaSearchCV.

Contributor guide

Research direction
Experiment with adding more models or using OptunaSearchCV for cross validation to improve the metric.
Tech stack
python
Domain
machine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
Pythonscikit learn
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65