Skip to content
#

model-preparation

Star

Here are 3 public repositories matching this topic...

Language: All
Filter by language
All 3 Jupyter Notebook 2 HTML 1

yalchinalasgar / ML-Gold-Recovery-Prediction-Zyfra-Company

Star 2

This project builds a machine learning model for Zyfra to predict gold recovery from ore. It aims to optimize production efficiency and remove unprofitable parameters by modeling rougher and final recovery values. Models are evaluated using sMAPE to select the best-performing solution.

machine-learning numpy linear-regression plotly pandas seaborn data-analysis matplotlib regression-models gridsearchcv random-forest-regression xgboost-regression explanatory-data-analysis randomsearch-cv model-prediction model-preparation smape-metric
  • Updated Apr 13, 2026
  • Jupyter Notebook

yalchinalasgar / ML-Imbalanced-Churn-Prediction-Telecom-Company

Star 2

In this project, I developed a **binary classification model** to analyze clients’ past behavior and contract termination data to predict whether a customer is likely to leave the company.

data-science machine-learning numpy eda pandas class-imbalance roc-curve binary-classification churn-prediction imbalanced-data model-evaluation phyton random-forest-classifier roc-auc gridsearchcv xgboost-classifier lightgbm-classifier balanced-accuracy-scores model-preparation
  • Updated Apr 3, 2026
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the model-preparation topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the model-preparation topic, visit your repo's landing page and select "manage topics."

Learn more