sms-spam-detection

There are 3 repositories under sms-spam-detection topic.

ksdkamesh99 / Spam-Classifier
A Natural Language Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like multinomial-naive-bayes,logistic regression,svm,decision trees to compare accuracy and using various data cleaning and processing techniques like PorterStemmer,CountVectorizer,TFIDF Vetorizer,WordnetLemmatizer. It is implemented using LSTM and Word Embeddings to gain accuracy of 97.84%.
sms-spam-detection tfidf-vectorizer count-vectorizer bag-of-words naive-bayes-classifier multinomial-naive-bayes logistic-regression wordnetlemmatizer porter-stemmer decision-tree-classifier support-vector-machines lstm-neural-networks embeddings
Language:Jupyter Notebook 16
kishan-1721 / SMS-Spam-Detection
This is a SMS Spam Detection Project with Streamlit
data-science machine-learning natural-language-processing new sms-messages sms-spam-classification sms-spam-detection smsspam-dataset spam-detection streamlit
Language:Jupyter Notebook 6
mohammadnabia / Multinomial-nb-Spam-Identifier
Identifying and distinguishing spam SMS and Email using the multinomial Naïve Bayes model.
multinomial-naive-bayes sms-spam-detection email-spam-detection spam-detection spam-filtering email-spam-classifier multinomial-naive-bayes-classifier naive-bayes-classifier smsspam-dataset spam-classification spam-filter
Language:Jupyter Notebook 6
yogeshnile / SPAM-SMS-Prediction
In this repo i have created a SMS Spam Prediction project in machine learning using NLP.
spam-detection machine-learning nlp-machine-learning nltk python3 sms sms-spam-detection sms-spam-classifier spam-classification
Language:Jupyter Notebook 6
mssandeepkamath / sms-spam-filter-android
Android Client for SMS Spam Detection using ML
android-application android-project android-sms-app sms-spam-detection
Language:Java 5
ashwinnmit / sms-spam-classifier
Sms spam classifier using machine learning
machine-learning natural-language-processing nlp python3 sms-spam-detection
Language:Python 3
JuzerShakir / Naive-Bayes-Tutorial
Getting Intuition behind the implementation of Naive Bayes Classifier with SMS spam collection data.
machine-learning supervised-learning classification sms-spam-detection python3 scikit-learn bag-of-words accuracy precision recall f1-score pandas naive-bayes-classifier multinomial-naive-bayes
Language:HTML 3
kanagalingamcse / email-spam-detection
One of the primary methods for spam mail detection is email filtering. It involves categorize incoming emails into spam and non-spam. Machine learning algorithms can be trained to filter out spam mails based on their content and metadata.
email-spam-classifier email-spam-detection email-spam-filter machine-learning sms-spam-classification sms-spam-detection
Language:Jupyter Notebook 3
rajatdv / sms_spam_detection
Train different machine learning algorithm to detect sms spam
machine-learning svm naive-bayes python2 jupyter-notebook machine-learning-algorithms sms-spam-detection random-forest sklearn
Language:Jupyter Notebook 3
AHMEDSANA / Spam-and-Ham-text-classifier
In this project we are using LSTM to classify texts as spam or ham.
classification keras lstm lstm-neural-networks machine-learning matplotlib numpy pandas sms-spam-classification sms-spam-detection spam-classification spam-detection tensorflow binary-classification neural-networks nlp nlp-machine-learning prediction-model blm natural-language-processing
Language:Jupyter Notebook 2
alexander-fischer / lstm-kaggle-sms-spam-example
Simple example for Kaggles SMS Spam Collection Dataset with a simple LSTM.
lstm lstm-neural-networks sms-spam-detection sms-spam python kaggle-competition
Language:Python 2
rajatrawal / sms-spam-detector
Welcome to the "SMS Spam Detector" project! This machine learning model identifies whether a given SMS is spam or not, providing a valuable tool for spam detection and filtering.
machine-learning navies-bayes-classifer sms-spam-classification sms-spam-detection streamlit
Language:Python 2
strikoder / SpamFilter
An end-2-end project
email-spam-classifier sms-spam-detection spam-detection spam-filtering
Language:Jupyter Notebook 2
Ambarish-224 / SMS_SPAM_Classifier
A Natural Language Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like multinomialNB & GaussianNB to compare accuracy and using various data cleaning and processing techniques like PorterStemmer,CountVectorizer. It is implemented using LSTM and Word Embeddings to gain accuracy of 97.70% .
bag-of-words count-vectorizer gaussian-naive-bayes multinomial-naive-bayes naive-bayes-classifier nlp nlp-machine-learning sms-spam-detection
Language:Jupyter Notebook 1
MoIzadloo / SMSSpamDetector
High-performance SMS spam detection using a scalable Naive Bayes algorithm and Hadoop's MapReduce framework to tackle large-scale spam filtering effectively.
sms-spam sms-spam-detection spam spam-classification spam-detection
Language:Jupyter Notebook 1
Nisarg-18 / sms_spam_detector
A simple mobile app which syncs all your inbox sms and predicts whether it is "Ham" or "Spam".
flutter mobile-app sms-spam-detection
Language:Dart 1
ravularohit / sms-spam-detection
using naive-bayes classifier
machine-learning naive-bayes-classifier sms-spam-detection
Language:Python 1
idevshoaib / Classification-with-Naive-Bayes
naive-bayes-classification sms-spam-detection
Language:Jupyter Notebook 0
JeetThakare / NaturalLangProcessing
NLP Projects
document-similarity cosine-similarity spam-detection sms-spam-detection tfidf
Language:Python 0
vasupatelll / Email_Spam_Classifier
A Machine Learning Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like MultinomialNB, LogisticRegression, SVC, DecisionTreeClassifier, RandomForestClassifier, KNeighborsClassifier, AdaBoostClassifier, BaggingClassifier, ExtraTreesClassifier, GradientBoostingClassifier, XGBClassifier to compare accuracy an
bernoulli-naive-bayes count-vectorizer embeddings extra-trees-classifier gaussian-naive-bayes logistic-regression multinomial-naive-bayes random-forest-classifier sms-spam-detection tfidf-vectorizer word-cloud xgboost-classifier decision-tree-classifier k-nearest-neighbor-classifier porter-stemmer support-vector-machines ada-boost-classifier bagging-classifier extra-tree-classifiers gradient-boosting-classifier
Language:Jupyter Notebook 0
Abdulnuman009 / SMS-Spam-Detection
This is an SMS-Spam-Detection system where you can check any mails/messages whether spam or not.
machine-learning multinomial-naive-bayes nltk-python python scikit-learn sms-spam-detection streamlit
Language:Python
anuragjain-git / nlp-reading-message
Train model using your own dataset and use it to predict the label for a given text. Additionally, it provides a 'spam detection' feature to identify if the text is likely to be spam or irrelevant.
ai cosine-similarity machine-learning neural-network sms-spam-detection tfidf-vectorizer
Language:Python
deepankarvarma / SMS-Spam-Detection-using-NLP
This repository contains the code for building a spam detection system for SMS messages using deep learning techniques in TensorFlow2. Three different architectures, namely Dense Network, LSTM, and Bi-LSTM, have been used to build the spam detection model. The final model has been deployed as a Streamlit app to showcase its working.
classification deep-learning machine-learning sms-spam-detection bi-lstm deep-learning-algorithms dense-network lstm machine-learning-algorithms natural-language-processing python streamlit tensorflow2 uci-machine-learning
Language:Jupyter Notebook
deepme987 / SMS-Spam-Detection
Classify SMS into Ham and Spam based on corpus provided by Kaggle; "SMS Spam Collection Dataset" using various models
sms-spam-detection spam-classification spam-detection spam-filtering
Language:Jupyter Notebook
SINGHxTUSHAR / SpamSlayer
This Project Predicts whether the Email/SMS is spam or ham by using the extensive knowledge of NLP and various ML Algorithms. Deployed on Streamlit & Herokuapp
end-to-end naive-bayes-classifier sms-spam-detection svc-model voting-classifier herokuapp streamlit
Language:Jupyter Notebook
sparsh2005 / sms_spam_classification
SMS and Email Spam Classifier end-to-end project, deployed on Streamlit
artificial-intelligence machine-learning multinomial-naive-bayes sms-spam-classification sms-spam-detection tf-idf
Language:Jupyter Notebook
VirajPatidar / SMS-Email-Spam-Classifier
SMS and Email Spam Classifier
comparing-algorithms exploratory-data-analysis machine-learning nltk sms-spam-classifier sms-spam-detection text-analysis text-classification text-processing
Language:Jupyter Notebook

sms-spam-detection

ksdkamesh99 / Spam-Classifier

kishan-1721 / SMS-Spam-Detection

mohammadnabia / Multinomial-nb-Spam-Identifier

yogeshnile / SPAM-SMS-Prediction

mssandeepkamath / sms-spam-filter-android

ashwinnmit / sms-spam-classifier

JuzerShakir / Naive-Bayes-Tutorial

kanagalingamcse / email-spam-detection

rajatdv / sms_spam_detection

AHMEDSANA / Spam-and-Ham-text-classifier

alexander-fischer / lstm-kaggle-sms-spam-example

rajatrawal / sms-spam-detector

strikoder / SpamFilter

Ambarish-224 / SMS_SPAM_Classifier

MoIzadloo / SMSSpamDetector

Nisarg-18 / sms_spam_detector

ravularohit / sms-spam-detection

idevshoaib / Classification-with-Naive-Bayes

JeetThakare / NaturalLangProcessing

vasupatelll / Email_Spam_Classifier

Abdulnuman009 / SMS-Spam-Detection

anuragjain-git / nlp-reading-message

deepankarvarma / SMS-Spam-Detection-using-NLP

deepme987 / SMS-Spam-Detection

SINGHxTUSHAR / SpamSlayer

sparsh2005 / sms_spam_classification

VirajPatidar / SMS-Email-Spam-Classifier