A Sentiment Analysis Application Using Naive Bayes classifier

naive + logistic

Implementation of Naive Bayes from scratch using Python

A program that classifies bank transactions into legitimate and fraudulent transactions.

Email-Spam-Classifier using Naive Bayes Algorithm

Naive Bayes classification model (study only)

Breast Cancer Data Analysis: Analyzes and classifies breast cancer data using a Naive Bayes classifier with preprocessing, label encoding, and k-fold cross-validation. Cars Dataset Analysis: Explores a cars dataset with data loading, statistics, and visualizations, including price distribution and correlation heatmap. Hayes-Roth Classification: C

Naive Bayes Example

This repo for Naive Bayes Implmentation

The project conatins Gaussian Naïve Bayes and Logistic Regression to classify the Spambase data

Predict the onset of diabetes based on diagnostic measures by Naive Bayes Classifier Algorithm

Predicts the iris-plant-type using Naive Bayes algorithm and iris plant dataset from https://archive.ics.uci.edu/ml/datasets/iris

Compound NLP GUI project, First used many ML algorithmes (SVM,Logistic Regression...etc) for nlp tasks like "News Classification",seconedly used specialized NLP tools for task like "Text Summerization",Thirdly used Deep Learning for NLP task like"Machine Translation",fourthly web scraping and pre-trained models for task"Code Generation"

Data is a Drag: Exploring Classical Machine Learning Algorithms on Small and Imbalanced Datasets

Predicting Loan Defaults using 15+ Features and over 250,000 records

Prediction the hospital readmissions for diabetes patients

Email Spam Classifier will help people identify Spam E-Mails similar to the Spam encountered earlier, which are stored in a vast library of Spam E-Mails. This product will also help in identifying new Potential Spam E-Mails from known & unknown sources.

In this resource, I will guide you through various projects where I employ diverse Classification Algorithms in Machine Learning to tackle a range of business problems.

Machine Learning Algorithms Practicals in Python with Datasets