bernoulli-naive-bayes

There are 0 repository under bernoulli-naive-bayes topic.

labrijisaad / Twitter-Sentiment-Analysis-with-Python
I aim in this project to analyze the sentiment of tweets provided from the Sentiment140 dataset by developing a machine learning sentiment analysis model involving the use of classifiers. The performance of these classifiers is then evaluated using accuracy and F1 scores.
sentiment-analysis machine-learning nlp logistic-regression bernoulli-naive-bayes lemmatization stemming support-vector-machine tokenization sentiment140-dataset confusion-matrix roc-auc-curve accuracy-score f1-score twitter-sentiment-analysis
Language:Jupyter Notebook 10
SarahHannes / tweet-sentiment
Sentiment Analysis on Twitter data using Bernoulli Naïve Bayes
bernoulli-naive-bayes sentiment-analysis twitter
Language:Python 6
felipexw / guessb
Webapp para classificar comentários (positivos, negativos e neutros) advindos do Facebook usando Natural Language Toolkit (NLTK) + Django e Bootstrap na interface Web.
nltk nltk-python nltk-library nltk-data knearest-neighbor-classifier knn-classification knn random-forest decision-tree-classifier gradient-boosting logistic-regression logistic-regression-algorithm id3-algorithm gaussian-naive-bayes-implementation bernoulli-naive-bayes multinomial-naive-bayes django-rest-framework bootstrap
Language:Python 4
AliMufeed / Hotel_Review_NLP
NLP Project for SDAIA T5 Data Science Bootcamp. This project consists of sentiment analysis for hotel reviews and classification algorithms based on that. Also, the project has word clustering models and a hotel recpmmendation system based on the nationalities and the reviewers' scores.
nlp nlp-machine-learning sentiment-analysis clustering lsa nmf corex logistic-regression bernoulli-naive-bayes decision-tree-classifier data-science machine-learning
Language:Jupyter Notebook 3
AbssZy / emailspamdetection
Email Spam detection using python and three different algorithms.
naive-bayes multinomial-naive-bayes logistic-regression bernoulli-naive-bayes
Language:Python 2
ahmeterdempmk / Spam-Comments-Detection-With-BernoulliNB
A simple BernoulliNB spam comments detection model.
bernoulli-naive-bayes classification jupyter-notebook machine-learning python
Language:Jupyter Notebook 2
Mephistopheles-0 / Naive-bayes-text-classifier
Bernoulli and Multinomial Naïve Bayes classifiers for documents using Julia
bernoulli bernoulli-naive-bayes classifier julia multinomial-naive-bayes naive-bayes naive-bayes-classifier
Language:Julia 2
Sentiment-Analysis-Exchange-Rates
ahmetbeylihan / Sentiment-Analysis-Exchange-Rates
Estimating the growth or depreciation on exchange rates by using sentiment analysis method from social media comments
time-series machine-learning-algorithms machine-learning random-forest-classifier logistic-regression naive-bayes-classifier complement-navie-bayes bernoulli-naive-bayes multinomial-naive-bayes logistic-regression-classifier kneighborsclassifier decision-tree-classifier mlp-classifier adaboostclassifier simplernn twitter-sentiment-analysis snscrape recurrent-neural-network long-short-term-memory gated-recurrent-units
Language:Jupyter Notebook 1
avd1729 / Sentiment-Analysis
Sentiment analysis using Naive-Bayes Classifier
bernoulli-naive-bayes machine-learning naive-bayes-classification natural-language-processing sentiment-analysis
Language:Jupyter Notebook 1
DataRohit / IMDB-Reviews-Sentiment-Analysis
This is a NLP - Sentiment Analysis Project built using Bernoulli-Naive-Bayes Algorithm to Predict is the IMDB Movie Review is Positive or Negative.
pandas bernoulli-naive-bayes classification count-vectorizer multinomial-naive-bayes nltk numpy porter-stemmer regex sentiment-analysis sklearn
1
denistanjingyu / Improving-National-Financial-Well-Being-Through-Machine-Learning-and-Artificial-Intelligence
Predicting financial well-being through survey data from the Consumer Financial Protection Bureau
python machine-learning data-science supervised-learning finance business-analytics social-sciences artificial-intelligence singapore binary-encoding pandas keras scikit-learn logistic-regression decision-trees random-forest xgboost bernoulli-naive-bayes support-vector-classifier neural-network
Language:Jupyter Notebook 1
Jainish021 / Email-Classifiers
This repo has email classifiers based on Naive Bayes classifier, Bernouilli Naive Bayes Classifier and Logistic Regression Classifier.
naive-bayes-classifier logistic-regression bernoulli-naive-bayes bag-of-words email-classifier
Language:Python 1
MAHMOUD2ABDALLAH / family-members-segmentation
Machine learning Classification for Family Determination for various generations by their age, height, weight, etc...
bernoulli-naive-bayes classification data-cleaning-and-preprocessing decision-boundaries decision-boundary-visualizations decision-tree-classifier gaussiannb gradient-boosting-classifier knearest-neighbor-classifier label-encoder linear-discriminant-classifier machine-learning-algorithms python quadratic-discriminant-analysis random-forest-classifier segmentation-models simple-imputer sklearn supervised-learning votting-classifier
Language:Python 1
Matthew-Franks / Predicting-Pokemon-Type-NLP
I took as input a Pokemon's many Pokedex entries and used the text to try to predict the Pokemon's type.
bernoulli-naive-bayes bert-transformer neural-networks nlp-machine-learning random-forest
Language:Python 1
rahulg-101 / Youtube-Comment-Spam-Detection
This project aims to develop a machine learning algorithm that can accurately detect and filter out spam comments on YouTube videos.
algorithms bernoulli-naive-bayes machine-learning python supervised-learning tfidf-vectorizer countvectorizer numpy pandas
Language:Python 1
ricardoariasalazar / Text-Analysis-and-Topic-Modeling
There are three classes InfoTheory, CompVis and Math. These can occur in any combination, so an article could be all three at once, two, one or none. The job is to build text classifiers that predict each of these three classes individually using the Abstract field.
bernoulli-naive-bayes data-wrangling lda-model linear-svc logistic-regression model-selection nlp rnn-model statistical-models text-classification text-preprocessing topic-modeling
Language:Jupyter Notebook 1
sanaazz / Spam-Email-Detection
Spam detection using Naive Bayes Models
bag-of-words bernoulli-naive-bayes multinomial-naive-bayes naive-bayes naive-bayes-classification naive-bayes-classifier python spam-detection statistical-models
Language:Python 1
ARSHIN-SAYYAD / sarcasm-detector
The Sarcasm Detector is a machine learning project designed to identify sarcasm in text. Utilizing Python and powerful libraries like scikit-learn, Pandas, and NumPy, this project trains a Bernoulli Naive Bayes model on a dataset of headlines to classify them as sarcastic or non-sarcastic.
bernoulli-naive-bayes machine-learning numpy pandas python scikit-learn streamlit
Language:Python 0
cerenyanik / Best_Survival_Model_Detection-Titanic
In this study, after detailed Exploratory Data Analysis, 5 different machine learning models were tested on Titanic Data to answer the question "What sorts of people were more likely to survive?" and the best model for survival prediction was determined.
bernoulli-naive-bayes decision-tree gaussian-naive-bayes logistic-regression support-vector-machines
Language:Jupyter Notebook 0
hvlkk / IMDb-Dataset-Sentiment-Analysis
Sentiment analysis on the IMDb dataset through a custom multivariate Bernoulli Naive Bayes implementation and a rudimentary BiGRU RNN.
bernoulli-naive-bayes bidirectional-gru naive-bayes-classification sentiment-analysis
Language:Jupyter Notebook 0
jinnatulraihanmumu / Spam-Checker
This project aims to develop an ML algorithm that can accurately detect and filter out spam comments on comments made on YouTube videos.
bernoulli-naive-bayes machine-learning python
Language:Jupyter Notebook 0
MohamedKhalidLx / Loan-Eligibility-Prediction-Web-App
Loan Eligibility Prediction Model: A machine learning application to predict loan approval based on applicant data. Includes a web interface for submitting loan applications and receiving predictions. Built with Python and Jupyter Notebook.
bernoulli-naive-bayes css csv decision-tree-classifier flask gaussian-naive-bayes-classifier gradient gradient-boosting-classifier html ipython-notebook knn-classifier logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier pickle python random-forest-classifier support-vector-classifier webapp
Language:Jupyter Notebook 0
RimTouny / Feature-Selection
Delved into advanced techniques to enhance ML performance during the uOttawa 2023 ML course. This repository offers Python implementations of Naïve Bayes (NB) and K-Nearest Neighbor (KNN) classifiers on the MCS dataset.
auto-encoder bernoulli-naive-bayes chi-square dimensionality-reduction feature-selection information-gain knn-classification mutual-information pca tsne-visualization variance-threshold forward-feature-elimination wrapper-selection recursive-feature-elimination back-feature-elimination machine-learning
Language:Jupyter Notebook 0
shubhampundhir / Twitter-Sentimental-Analysis
We analyse sentiments of tweets which are in the form of tweets. I collected this data from Kaggle. By this strategy we can find good or bad tweets I mean which tweets are harmful and disrespectful according to Twitter guidlines.
bernoulli-naive-bayes classification-algorithm logistic-regression natural-language-processing nltk-python svm-classifier text-processing wordcloud
Language:Jupyter Notebook 0
Sofianopoulou / Sentiment-Analysis-Python-Program
This Python program performs sentiment analysis on movie reviews using the polarity_dataset_v2.0.
bernoulli-naive-bayes multinomial-naive-bayes naive-bayes-classifier python sentiment-analysis text-classification
Language:Python 0
supriya811106 / Twitter-Sentiment-Analysis
Analyzing the mood of tweets! We sort tweets on popular topics into positive, negative, or neutral categories to gauge public opinion. See what Twitter really thinks!
nlp-machine-learning python sentiment-analysis text-classification bernoulli-naive-bayes jupyter-notebook matplotlib nltk numpy pandas scikit-learn seaborn tfidf-vectorizer wordcloud
Language:Jupyter Notebook 0
vasupatelll / Text_Messgae_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.
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
04bhavyaa / sms-spam-classification-system
A Machine Learning project that identifies whether a given message is spam or not. It uses Natural Language Processing (NLP) techniques (Stemming and TF-IDF Vectorization) for text transformation and a trained Multinomial Naive Bayes Classifier for predictions.
nlp-machine-learning nltk-library spam-classification stemming streamlit tfidf-vectorizer bernoulli-naive-bayes
Language:Jupyter Notebook
Classification-problem-using-ensambling-on-titanic-dataset
Abhinav330 / Classification-problem-using-ensambling-on-titanic-dataset
a classification problem using ensemble methods on the Titanic dataset.
adaboost bagging bernoulli-naive-bayes ensamble-methods extratreesclassifier knn-classification random-forest-classifier svm-classifier titanic-kaggle
Language:Jupyter Notebook
badhonparvej481 / Naive-Bayes-Classifier_ML
bernoulli-naive-bayes gaussian-classifier machine-learning naive-bayes-classifier python recommendation-system sentiment-analysis spam-filtering text-classification
Language:Jupyter Notebook
EmamulHossen / Fake_News_Detection
Fake News Detection** is a natural language processing task that involves identifying and classifying news articles or other types of text as real or fake.
bernoulli-naive-bayes lematization multinomial-naive-bayes naive-bayes-classification punctuation-remover stopwords tf-idf-vectorizer train-test-split vectorizer
Language:Jupyter Notebook
JenilGajjar20 / Machine_Deep_Learning-Algorithms
bernoulli-naive-bayes knearest-neighbor-classifier linear-regression multinomial-naive-bayes naive-bayes-classifier python regularization gaussian-naive-bayes gradient-descent normal-equation deep-learning machine-learning
Language:Jupyter Notebook
Mohshaikh23 / Spam-Comments-Detection
Spam Comments Detection using Bernoulli Naive Bayes Algorthm
bernoulli-naive-bayes machine-learning spam-detection supervised-learning
Language:PowerShell
OshaPandey / Toxic_Comment_Classifier_NLP
The Toxic Comment Classifier using Natural Language Processing (NLP) is a project designed to detect and categorize toxic, severe toxic, identity hate, obscene, threat, and insulting comments within digital communication platforms. It may help to promote a healthier online discourse by identifying and flagging potentially harmful content.
bernoulli-naive-bayes ipynb-jupyter-notebook knn-classification logistic-regression naive-bayes-classifier natural-language-processing python random-forest svm-classifier tf-idf-vectorizer
Language:Jupyter Notebook
RiturajS12 / email_classification
This project is an email classification website that determines whether an email is spam or ham (not spam) using Bernoulli and Multinomial Naive Bayes algorithms. The web application is built with Flask.
bernoulli-naive-bayes css email-classification fla html multinomial-naive-bayes naive-bayes-classifier
Language:Jupyter Notebook
sfansaria / Stress_Sentiment_Detection_Model
Stress Detection Using Natural Language Processing
dataanalysisusingpython datamodelling datapreprocessing datavisualization machine-learning natural-language-processing bernoulli-naive-bayes decision-tree-classifier logistic-regression multinomial-naive-bayes random-forest-classifier svc-model
Language:Jupyter Notebook

bernoulli-naive-bayes

labrijisaad / Twitter-Sentiment-Analysis-with-Python

SarahHannes / tweet-sentiment

felipexw / guessb

AliMufeed / Hotel_Review_NLP

AbssZy / emailspamdetection

ahmeterdempmk / Spam-Comments-Detection-With-BernoulliNB

Mephistopheles-0 / Naive-bayes-text-classifier

ahmetbeylihan / Sentiment-Analysis-Exchange-Rates

avd1729 / Sentiment-Analysis

DataRohit / IMDB-Reviews-Sentiment-Analysis

denistanjingyu / Improving-National-Financial-Well-Being-Through-Machine-Learning-and-Artificial-Intelligence

Jainish021 / Email-Classifiers

MAHMOUD2ABDALLAH / family-members-segmentation

Matthew-Franks / Predicting-Pokemon-Type-NLP

rahulg-101 / Youtube-Comment-Spam-Detection

ricardoariasalazar / Text-Analysis-and-Topic-Modeling

sanaazz / Spam-Email-Detection

ARSHIN-SAYYAD / sarcasm-detector

cerenyanik / Best_Survival_Model_Detection-Titanic

hvlkk / IMDb-Dataset-Sentiment-Analysis

jinnatulraihanmumu / Spam-Checker

MohamedKhalidLx / Loan-Eligibility-Prediction-Web-App

RimTouny / Feature-Selection

shubhampundhir / Twitter-Sentimental-Analysis

Sofianopoulou / Sentiment-Analysis-Python-Program

supriya811106 / Twitter-Sentiment-Analysis

vasupatelll / Text_Messgae_Spam_Classifier

04bhavyaa / sms-spam-classification-system

Abhinav330 / Classification-problem-using-ensambling-on-titanic-dataset

badhonparvej481 / Naive-Bayes-Classifier_ML

EmamulHossen / Fake_News_Detection

JenilGajjar20 / Machine_Deep_Learning-Algorithms

Mohshaikh23 / Spam-Comments-Detection

OshaPandey / Toxic_Comment_Classifier_NLP

RiturajS12 / email_classification

sfansaria / Stress_Sentiment_Detection_Model