stratified-k-fold

Here are 8 public repositories matching this topic...

krishnaura45 / tbp-skin-detect

⚔️ISIC Competition 🧪Feature Extraction and Ensemble

image cancer gpu cross-validation kaggle-competition global xgboost research-project custom-metrics binary-classification catboost lgbm optuna stratified-k-fold

Updated Jun 6, 2025
Jupyter Notebook

richardcornall / Ensemble-Machine-Learning-Stroke-risk-prediction

Star

98% accurate - This stroke risk prediction Machine Learning model utilises ensemble machine learning (Random Forest, Gradient Boosting, XBoost) combined via voting classifier. We tune parameters with Stratified K-Fold Cross Validation, ROC-AUC, Precision-Recall Curves and feature importance analysis.

python machine-learning random-forest machine-learning-algorithms ensemble-learning smote roc-auc precision-recall-curve stroke-prediction stratified-k-fold

Updated Sep 27, 2024
Jupyter Notebook

harmanveer-2546 / Prediction-Of-Ticket-Cancellation

Star

The objective is to develop a model that accurately predicts whether users will cancel their tickets. Each cancellation incurs a fine for the ticket registration site from the passenger company.

datetime numpy evaluation pandas xgboost-model gridsearchcv standardscaler train-test-split labelencoder stratified-k-fold

Updated Jul 13, 2024
Jupyter Notebook

anushkundu / Animal-Image-Classification

Star

Effective deep learning approaches for animal classification.

deep-learning cross-validation accuracy recall transfer-learning f1 precision evaluation-metrics cnn-keras loss-functions cnn-classification class-weights pre-trained-model reducelearningrate stratified-k-fold

Updated Feb 17, 2025
Jupyter Notebook

Harsha2k3 / predictive_maintenance_ML_Project

Star

This project utilizes advanced data analysis and machine learning techniques to predict equipment failures before they occur. The goal is to detect anomalies and possible defects in equipment and processes to enable preemptive maintenance, thereby reducing downtime and costs.