Projects in Awesome Lists tagged with extratreesclassifier

https://github.com/mdaiyub/diabetes-prediction

Diabetes mellitus, commonly known as diabetes is a metabolic disease that causes high blood sugar. The hormone insulin moves sugar from the blood into your cells to be stored or used for energy. With diabetes, your body either doesn’t make enough insulin or can’t effectively use its insulin.

decisiontreeclassifier extratreesclassifier gradientboostingclassifier logisticregression logisticregressioncv machine-learning numpy pandas randomforestregressor seaborn svc xgboost

Last synced: 23 Apr 2025

https://github.com/mubshr07/heartdiseaseprediction

This repo is the Machine Learning practice on NHANES dataset of Heart Disease prediction. The ML algorithms like LR, DT, RF, SVM, KNN, NB, MLP, AdaBoost, XGBoost, CatBoost, LightGBM, ExtraTree, etc. The results are good. I also explore the class-balancing (SMOTE) because the original dataset contains only 5% of patient and 95% of healthy record.

adaboost catboost dicision-tree extratreesclassifier knn-classification lightgbm logistic-regression machine-learning mlp-classifier mlp-networks navies-bayes-classifer nhanes nhanes-data random-forest svm svm-classifier xgboost

Last synced: 07 Oct 2025

https://github.com/rakibhhridoy/machinelearning-featureselection

Before training a model or feed a model, first priority is on data,not in model. The more data is preprocessed and engineered the more model will learn. Feature selectio one of the methods processing data before feeding the model. Various feature selection techniques is shown here.

extratreesclassifier feature-selection gridsearchcv lasso-regression logistic-regression machine-learning numpy pandas pca rfe rfecv scikit-learn selectkbest

Last synced: 16 Oct 2025

https://github.com/abhinav330/classification-problem-using-ensambling-on-titanic-dataset

a classification problem using ensemble methods on the Titanic dataset.

adaboost bagging bernoulli-naive-bayes ensamble-methods extratreesclassifier knn-classification random-forest-classifier svm-classifier titanic-kaggle

Last synced: 08 Aug 2025

https://github.com/msamuelsons/cogumelo-venenoso

Modelo em IA que classifica se um cogumelo é ou não venenoso

analysis data-science extratreesclassifier machine-learning

Last synced: 11 Jul 2025

https://github.com/arya920/desease-prediction

This repository contains code for a machine learning project focused on predicting the likelihood of a person having diabetes. The project includes the implementation of various classification models and an Artificial Neural Network (ANN) for classification.

adaboostclassifier artificial-neural-networks classification extratreesclassifier gradient-boosting logistic-regression machine-learning neural-network random-forest support-vector-machines xgboost

Last synced: 21 Aug 2025

https://github.com/harmanveer-2546/sports-bets-winning-algorithm

Sports betting is the activity of predicting sports results and placing a wager on the outcome.

adaboostclassifier ascii betting-models ensemble extratreesclassifier gradientboostingclassifier kneighborsclassifier labelencoder matplotlib mlpclassifier nfl nflstats numpy pandas plotly python seaborn sports-data string winning-algorithm

Last synced: 28 Feb 2025

https://github.com/dilkushsingh/kidney-stone-detection

Predicts the likelihood of kidney stone based on the input parameters.

autoai-experiment extratreesclassifier gradio huggingface ibm-cloud ibmwatson

Last synced: 04 Feb 2026

https://github.com/abdullah2020/hamoye_stagec

This is my Hamoye Stage C tag-along project. The notebook focuses on applying Machine Learning Classification models and Measuring Classification Performance.

accuracy-score classification-model confusion-matrix extratreesclassifier f1-score lgbmclassifier logistic-regression machine-learning random-forest-classifier recall-precision xgboost