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/safaa-p/fraudulent-insurance-claims-detection

Different models to detect if a claim is fraudulent or not

decisiontreeclassifier gridsearchcv insurance logistic-regression machine-learning-algorithms naive-bayes-classifier smote-sampling supervised-machine-learning undersampling xgboost

Last synced: 30 May 2026

https://github.com/dvilaverde/sklearn2java

A parser for scikit-learn exported text models to execute in the Java runtime.

decision-tree decisiontreeclassifier java machine-learning ml random-forest randomforestclassifier sci-kit scikit scikit-learn scikitlearn-machine-learning sklearn

Last synced: 27 Jan 2026

https://github.com/prathamkandari/fasal-fusion

This repo contains the Minor Project 1 named Fasal Fusion: An Algorithmic Approach to Transform Crop Recommendations

algorithms css3 decisiontreeclassifier figma html html5 java

Last synced: 22 Apr 2025

https://github.com/artzaragozagithub/nlp--p6_sentiment_analysis_and_summarization_of_stock_news

Natural Language Processing AI-model driven sentiment analysis system that will automatically process and analyze news articles to gauge market sentiment, and summarizing the news at a weekly level to enhance the accuracy of their stock price predictions and optimize investment strategies.

classifier-training confusion-matrix decisiontreeclassifier eda glove-embeddings gridsearchcv keyedvectors llama mistral-7b myplot nlp-keywords-extraction numpy-library pandas-library prompt-engineering sentiment-analysis sklearn-library text-processing text-summarization transformers-models word2vec

Last synced: 02 May 2026

https://github.com/uni-creator/lung_cancer_prediction

This project predicts lung cancer risks using machine learning models like Random Forest, Logistic Regression, and SVM. It analyzes patient data with features such as age, smoking habits, and symptoms. Data preprocessing, visualization, and performance evaluation ensure accurate predictions for early diagnosis.

aiinhealthcare datascience datavisualization decisiontreeclassifier featureengineering healthcareai knn logisticregression lungcancerprediction machinelearning medicalanalysis naivebayesclassifier python randomforestclassifier scikitlearn svm-classifier

Last synced: 11 May 2026

https://github.com/5hraddha/interconnect

Interconnect : Clients Churn Prediction using ML

decisiontreeclassifier dummyclassifier lgbmclassifier logisticregression matplotlib numpy ordinalencoder pandas randomforestclassifier scipy scipy-stats seaborn sklearn standardscaler

Last synced: 27 Jan 2026

https://github.com/ali-jalil88/mlflow-bank-marketing

Bank-Marketing dataset using Mlflow

decisiontreeclassifier dessio gaussiannb kneighborsclassifier-model labelencoder logistic-regression mlflow pandas random-forest sklearn-model svc-model

Last synced: 17 May 2026

https://github.com/reekrajroy/diabetes_prediction

Diabetes Prediction

decisiontreeclassifier ipynb-jupyter-notebook randomforestclassifier

Last synced: 24 Feb 2026

https://github.com/ArtZaragozaGitHub/NLP--P6_Sentiment_Analysis_and_Summarization_of_Stock_News

Natural Language Processing AI-model driven sentiment analysis system that will automatically process and analyze news articles to gauge market sentiment, and summarizing the news at a weekly level to enhance the accuracy of their stock price predictions and optimize investment strategies.

classifier-training confusion-matrix decisiontreeclassifier eda glove-embeddings gridsearchcv keyedvectors llama mistral-7b myplot nlp-keywords-extraction numpy-library pandas-library prompt-engineering sentiment-analysis sklearn-library text-processing text-summarization transformers-models word2vec

Last synced: 27 Oct 2025

https://github.com/miozilla/treebasedmodel

treebasedmodel :evergreen_tree::airplane::dancer: : Invistico Airline | Tree-based Modeling, Machine Learning (ML), Predictive, Decision Making, GridSearchCV, sklearn |

accuracy decisiontreeclassifier exemplar experience f1-score flight hyperparameter logistic-regression matplotlib model numpy pandas plot-tree precision pyplot recall seaborn selection train-test-split tuning

Last synced: 03 Jun 2026

https://github.com/aliakbar-omidi/iris-practice-project

This project is a test modeling for the Iris flower dataset

decisiontreeclassifier gridsearchcv iqr numpy pandas pca sklearn-decomposition sklearn-metrics

Last synced: 03 May 2026

https://github.com/raistlintao/sparkmodelhelper

Scala Library for extracting useful information from trained Spark Model (DecisionTreeClassificationModel)

decision-trees decisiontreeclassifier evaluation fastjson feature-extraction scala spark sparkml sparkmllib

Last synced: 06 May 2026

https://github.com/khushi130404/titanic_pipeline

This project predicts whether a person survived the Titanic disaster based on various features using machine learning. It utilizes pipelines, ColumnTransformer, and model serialization for efficient processing and prediction.

column-transformer decisiontreeclassifier minmaxscaler onehotencoder pickle pipeline simpleimputer

Last synced: 12 May 2026

https://github.com/felixodette/churn-prediction-telco

Churn Prediction on a Telecommunication Dataset

cusotmer-churn decisiontreeclassifier prediction randomcv randomforestclassifier visualization xgboost

Last synced: 16 May 2026

https://github.com/mostafa-wael/loan-classifier

A machine leaning based loan classifier using many classification techniques then, uses them trying to find the best parameters for each one of them hence, compares between them according to various metrics

classification decisiontreeclassifier f1-score jaccard-similarity knn-classification logisticregression logloss ml svm-classifier

Last synced: 12 May 2026

https://github.com/arrhythmia-detection/authorfeatureextracteddecisiontreeesp32s3

Deploys a vanilla non-optimized Decision Tree for Arrhythmia classification using Chapman ECG dataset on ESP32-S3 dev kit

arrhythmia-classification decisiontreeclassifier eloquent esp32-arduino esp32-s3 scikit-learn

Last synced: 19 May 2026

https://github.com/hk669/hyperparameter-optimization

The AdaBoost algorithm is an ensemble learning method that combines multiple weak learners (base estimators) to create a stronger predictive model.

adaboostclassifier decision-trees decisiontreeclassifier entropy gini-index hyperparameter-optimization hyperparameter-tuning

Last synced: 03 Jan 2026

https://github.com/athari22/classification-with-python

IBM Project

classification-algorithm decisiontree decisiontreeclassifier ibm k-nearest-neighbor knn knn-classification logistic-regression lr matplotlib ml numpy pandas python sklearn sklearn-library support-vector-machine svm svm-classifier visualization

Last synced: 09 Apr 2026

https://github.com/raghad-odwan/finding-donors-for-charityml

adaboostclassifier decisiontreeclassifier matplotlib numpy pandas sklearn-library svm-classifier

Last synced: 18 Sep 2025

https://github.com/luiggi-piero/python-sklearn-curso-5

Machine Learning clasificación con SKLearn

decisiontreeclassifier linearsvc python sklearn standardscaler svc

Last synced: 18 Apr 2026

https://github.com/ahmedabdalkreem/hotel-reservation

Our task is to classify a Hotel Reservation as either booking canceled (class1) or no canceled(class0) and use more one model to arrive the best model.

bagging decisiontreeclassifier ensemble extra-trees-classifier logistic-regression matplotlib numpy pandas python3 random-forest sklearn-library svc-model

Last synced: 11 Apr 2026