logistic-regression-algorithm

🫀 A machine learning project using logistic regression to predict heart disease risk from clinical data. Built with Python, scikit-learn, and Jupyter notebooks. Achieves 85%+ accuracy on 303-patient dataset with 13 medical features. Complete ML pipeline from data exploration to model evaluation.

python machine-learning numpy machine-learning-algorithms jupyter-notebook pandas artificial-intelligence dataset supervised-learning classification learning-material logistic-regression-algorithm heart-disease accuracy-score train-test-split heart-disease-prediction sckit-learn

UpdatedJul 25, 2025
Jupyter Notebook

Ruban2205 /Iris_Classification

Star13

This repository contains the Iris Classification Machine Learning Project. Which is a comprehensive exploration of machine learning techniques applied to the classification of iris flowers into different species based on their physical characteristics.

machine-learning logistic-regression iris-dataset support-vector-classifier logistic-regression-algorithm navie-bayes-algorithm iris-classification k-nearest-neighbor-classifier

UpdatedOct 4, 2023
Jupyter Notebook

Ankit152 /IMDB-sentiment-analysis

Star12

Sentiment analysis of IMDB dataset.

sentiment-analysis text-classification text keras imdb tf2 lstm classification logistic-regression tf-idf logistic-regression-algorithm imdb-dataset tfidf-vectorizer tensorflow2

UpdatedOct 27, 2020
Jupyter Notebook

musagithub1 /credit_scoring_project

Star12

Machine learning project for predicting credit risk using Logistic Regression, Decision Tree, and Random Forest.

data-science machine-learning scikit-learn logistic-regression decision-tree logistic-regression-algorithm random-forest-ml-pipeline

UpdatedAug 21, 2025
Python

mehmoodulhaq570 /ML-Models

Star8

A repository consisting of implementation of all machine learning models.

python linear-regression scikit-learn machine-learning-algorithms ml pca gradient-descent decision-trees naive-bayes-algorithm svm-model linear-regression-models gradient-descent-algorithm machine-learning-models logistic-regression-algorithm random-forest-classifier knn-algorithm one-hot-encoding

UpdatedNov 2, 2025
Jupyter Notebook

Aakash1822 /Fruit_prediction

Star7

Fruit Count prediction using its shape and size using Machine Learning

machine-learning algorithm numpy prediction pandas gaussian naive-bayes-classifier decision-tree fruits scatter-matrix scikitlearn-machine-learning pandas-dataframes logistic-regression-algorithm knn-algorithm fruit-prediction

UpdatedSep 22, 2019
Jupyter Notebook

suubh /Machine-Learning

Star7

It includes my work on Machine learning during Coursera Assignment. It includes Linear regression and Logistic regression working model .It also include Neural Network implementation and Backpropagation Algorithm .It also include SVM implementation and also a Spam Classifier using SVM.

machine-learning svm linear-regression cnn-model coursera-assignment logistic-regression-algorithm

UpdatedApr 11, 2021
MATLAB

Saket-Kr /ML-Prep

Star6

A repo holding the implementation as well as some theoretical explanation of the important relevant concepts. It is going to be in development for a long long time. I'll keep adding things everytime I have something to add to it, and I have the time for it. One can use it to learn the basics of Machine Learning from kind of scratch.

linear-regression regression linear reinforcement-learning-algorithms recall logistic-regression variance gradient-descent learning-algorithms bias mini-batch supervised-machine-learning unsupervised-machine-learning logistic-regression-algorithm bias-variance-trade recall-precision

UpdatedOct 2, 2021
Jupyter Notebook

saichandrareddy1 /Machine_Learning_basics

Star6

This is repository about the MachineLaering Basics including all the Machine learning Algorithms

random-forest svm random sklearn machine-learning-algorithms bas classification-algorithm guassian logistic-regression-algorithm decision-tree-regression regression-algorithms knn-algorithm sklearn-with-svm

UpdatedOct 15, 2019
Jupyter Notebook

PatilNi3 /PROJECT_MACHINE_LEARNING

Star5

Fake Currency Detection using Logistic Regression Algorithm

machine-learning numpy sklearn machine-learning-algorithms pandas seaborn logistic-regression-algorithm fake-currency

UpdatedNov 8, 2022
Jupyter Notebook

meuwebsite /Facebook--PredictCustumer-Click

Star4

Running a targetted marketing ads on facebook. The company wants to anaylze customer behaviour by predicting which customer clicks on the advertisement

python numpy sklearn pandas logistic-regression-algorithm matplotlib-pyplot googlecolab

UpdatedJun 27, 2019
Jupyter Notebook

felipexw /guessb

Star4

Webapp para classificar comentários (positivos, negativos e neutros) advindos do Facebook usando Natural Language Toolkit (NLTK) + Django e Bootstrap na interface Web.

bootstrap random-forest django-rest-framework nltk logistic-regression knn decision-tree-classifier gradient-boosting nltk-library multinomial-naive-bayes knearest-neighbor-classifier knn-classification logistic-regression-algorithm id3-algorithm gaussian-naive-bayes-implementation nltk-data nltk-python bernoulli-naive-bayes

UpdatedApr 23, 2021
Python

Tanmayee2010 /Heart-Attack-Prediction

Star4

Heart Attack Prediction Using Machine Learning Algorithm

mysql machine-learning datetime numpy machine-learning-algorithms jupyter-notebook tkinter pycharm-ide logistic-regression-algorithm datetime-library pandas-python matplotlib-python

UpdatedJun 5, 2024
Python

sauriii98 /Deep-Learning-algorithms

Star4

Implementation of all basic algorithms needed in Deep Learning

deep-neural-networks deep-learning cnn neural-networks deep-learning-algorithms optimization-methods residual-networks optimization-algorithms binary-classification cnn-model basic-algorithm logistic-regression-algorithm initialization cnn-classification gradient-check cat-notcat-classification logistic-regression-using-nn regularization-methods

UpdatedJan 27, 2019
Jupyter Notebook

tofti /python-logisticregression

Star4

python-logisticregression

machine-learning machine-learning-algorithms python3 logistic-regression logistic-regression-algorithm

UpdatedDec 2, 2018
Python

NehaPant14 /Loan-Prediction

Star4

Loan Prediction using Classification Techniques

decision logistic naive-bayes-classifier classification logistic-regression decision-trees knn naive-bayes-algorithm decision-tree-classifier knn-classification logistic-regression-algorithm knn-classifier knn-algorithm logistic-regression-classifier

UpdatedJul 26, 2023
Jupyter Notebook

Jspano95 /Retail-Customer-Classification-Modelling

Star3

Classification ML models for predicting customer outcomes (namely, whether they're likely to opt into email / catalog marketing) depending on customer demographics (age, proximity to store, gender, customer loyalty duration) as well as sales and shopping frequencies by department

feature-engineering decision-tree-classifier support-vector-classifier voting-classifier logistic-regression-algorithm random-forest-classifier customer-segmentation knearest-neighbor-classification classification-models consumer-insights xgboost-classification

UpdatedMay 4, 2021
Jupyter Notebook

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coding-ai /machine_learning_cpp

kennethleungty /Logistic-Regression-Assumptions

Coldwave96 /MaliciousURLs

NhanPhamThanh-IT /Logistic-Regression-Heart-Disease-Prediction

Ruban2205 /Iris_Classification

Ankit152 /IMDB-sentiment-analysis

musagithub1 /credit_scoring_project

mehmoodulhaq570 /ML-Models

Aakash1822 /Fruit_prediction

suubh /Machine-Learning

Saket-Kr /ML-Prep

saichandrareddy1 /Machine_Learning_basics

PatilNi3 /PROJECT_MACHINE_LEARNING

meuwebsite /Facebook--PredictCustumer-Click

felipexw /guessb

Tanmayee2010 /Heart-Attack-Prediction

sauriii98 /Deep-Learning-algorithms

tofti /python-logisticregression

NehaPant14 /Loan-Prediction

Jspano95 /Retail-Customer-Classification-Modelling

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