Spam-Message-Classifier-sklearn

Classification of spam messages with SVM-linear, SVM-rbf and Naive Bayes by scikit-learn

Stars

61

Forks

25

Language

Python

Last Updated

Nov 17, 2023

Similar Repos
Repo Language Stars Description Updated At
Python 6 Persian spam detection using Naive Bayes classification Jan 22, 2022
Jupyter Notebook 4 Linear and non-linear classification with scikit-learn Aug 14, 2022
Scala 9 (naive bayes and svm-based) spam detection for a proprietary social network with scalanlp Jun 17, 2018
Python 3 Naive Bayes Spam Detector Oct 08, 2022
Python 8 Naive-Bayes based classification of Telegram chat messages. Oct 11, 2021
HTML 2 Classification with Naive Bayes presentation Sep 27, 2021
Jupyter Notebook 2 Natural Language Processing tweets Classification (Naive Bayes & Linear SVC) May 01, 2023
Python 2 Use SVM model for Image Recognition. SVM model with only SVM model with kernel:'linear' and … Jan 04, 2022
Python 2 Naive Bayes Classification implementation of Spam Classifier in Python from scratch. Nov 06, 2022
Go 4 Naive Bayes spam-filtering in Go Nov 20, 2021
Python 2 Classification of papers with Naive Bayes algorithm Oct 23, 2021
Python 4 SMS Spam Classifier using Naive Bayes and SVMs May 13, 2020
JavaScript 3 Naive Bayes Document Classification Algorithm Jan 06, 2022
Jupyter Notebook 5 Textacy(rule based), keras(lstm) and scikit learn(Naive bayes,logistic regression,svm models for classifying actionable sentences from email … Sep 14, 2022
Python 4 A spam-detector classifier using Naive Bayes Jan 26, 2020
Mathematica 18 Naive Bayes Spam Classifier written in Python Nov 01, 2019
Jupyter Notebook 2 Naive Bayes and Bayesian Linear Regression from scratch, classification of MNIST and CIFAR10 datasets Nov 26, 2019
Python 155 Text classification using Naive Bayes and Elasticsearch Oct 08, 2022
Jupyter Notebook 2 Classification using Multinomial and Gaussian Naive Bayes Dec 13, 2023
Jupyter Notebook 2 Building a spam email classifier by using Naive Bayes Model,SVM and logistic regression and compare … Nov 14, 2023
Jupyter Notebook 2 URL classification by Naive Bayes algorithm Jul 12, 2022
Python 4 email spam detection using multinomial naive bayes classifier with gui Jul 15, 2022
Python 3 A spam message classifier based on Naive Bayes. Feb 25, 2023
Python 5 Python 2 and Python 3 naive bayes spam classifier trained with nltk. Feb 27, 2022
Python 2 Topic Classification using Multinomial Naive Bayes with feature selection Aug 24, 2022
Jupyter Notebook 3 Linear Regression. Logistic Regression. Decision Tree. SVM. Naive Bayes. kNN. K-Means. Random Forest, Boosting etc. Feb 14, 2022
Jupyter Notebook 4 Naive Bayes Classification Model for classifying Mushrooms Sep 22, 2020
Python 2 A simple Naive Bayes spam filter written in Python Nov 19, 2022
Python 3 Malware detection and family classification using Bayes Classifier and SVM Dec 03, 2022
Python 149 Interactive SVM Explorer, using Dash and scikit-learn Jul 08, 2022
Python 7 Arabic text documents classified using SVM, k-nn and Naive bayes classifers. Apr 10, 2021
Jupyter Notebook 15 Python, Pandas, Numpy, Matplot, Scikit-learn, NN, SVM, Classification, Regression, Tensorflow&Keras, Kaggle. Apr 12, 2022
Python 2 Classification, Clustering, and Regression with Scikit-Learn and Spyder May 24, 2023
Python 1242 Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc. Aug 11, 2022
Python 2 Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc. Jul 28, 2022
Jupyter Notebook 2 Testing out the RBF combined with SVM Feb 24, 2023
JavaScript 3 A progressive web app (PWA) that detects spam messages using the Naive Bayes algorithm. Demo: … Nov 04, 2018
Python 5 Using CNN, SVM, Naive Bayes，KNN, AdaBoost, XGBoost, decision tree，GBDT to do the classification task on … May 12, 2022
Python 6 Various Classification models used are Logistic regression, K-NN, Support Vector Machine, Kernel SVM, Naive Bayes, … Nov 12, 2021
PHP 2 Basic text classification using algorithms such as Naive-Bayes Jan 11, 2023
Python 15 Developing a Python-based spam detector using the Naive Bayes approach. Aug 21, 2022
Jupyter Notebook 7 Improving News Classification Model Using Support Vector Machine and Naive Bayes Mar 30, 2023
Jupyter Notebook 3 Comparing BERTimbau's ability to generalize models with classic techniques such as Naive Bayes or Linear … Dec 30, 2022
Jupyter Notebook 5 KNearestNeighbour , Logistic Regression , Linear Regression , Naive Bayes , K Means Clustering Nov 05, 2021
Jupyter Notebook 9 :e-mail: SMS Spam Detection System using Naive Bayes classifier along with sophisticated features Dec 07, 2021
Python 6 Exploration on Logistic Regression, MLP, and SVM using Scikit-learn Apr 16, 2022
F# 2 F# Naive Bayes Classification Model built with Accord.NET and exposed via a Suave API Nov 23, 2018
None 35 Lab for Linear and Logistic Regression, SciKit Learn Jul 14, 2022
Java 2 Naive Bayes Classification of written text inside an Android App Jan 17, 2019
Jupyter Notebook 3 Breast Cancer Detection using Naive Bayes Classification Machine Learning model. Jan 25, 2023