GitHub topics: naive-bayes-algorithm
azagniotov/language-detection
This is a refined and re-implemented version of the archived plugin for ElasticSearch elasticsearch-langdetect, which itself builds upon the original work by Nakatani Shuyo, found at https://github.com/shuyo/language-detection. The aforementioned implementation by Nakatani Shuyo serves as the default language detection component within Apache Solr.
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khetansarvesh/Tabular-Cross-Sectional-Modelling
Implementation of algorithms such as normal equations, gradient descent, stochastic gradient descent, lasso regularization and ridge regularization from scratch and done linear as well as polynomial regression analysis. Implementation of several classification algorithms from scratch i.e. not used any standard libraries like sklearn or tensorflow.
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madhurimarawat/ML-Model-Datasets-Using-Streamlits
This repository contains my machine learning models implementation code using streamlit in the Python programming language.
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gbroques/naive-bayes
A Python implementation of Naive Bayes from scratch.
Language: Python - Size: 61.5 KB - Last synced at: 8 days ago - Pushed at: about 7 years ago - Stars: 38 - Forks: 27

M0ng00se7169/KNN-Naive-Bayes
Implementation of KNN and Naive Bayes Algorithm for Machine Learning from my university studies
Language: Python - Size: 224 KB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

temulenbd/tb-gnb-svm
This repository serves as a personal reference and could be helpful for future projects or studies.
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mehmoodulhaq570/Machine-Learning-Models
A repository consisting of machine learning models for predicting the future instance. More specifically this repository is a Machine Learning course for those who are interested in learning the basics of machine learning algorithms.
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jasmeet1234/MailGuard_AI
Interactive email spam filter demo using Naive Bayes & Streamlit. Classifies emails as spam or ham. Built for learning ML basics.
Language: Python - Size: 112 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

pierrelabroche/pierrelabroche.github.io
Collection of some of my academic and personal projects
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RYANFRANKLIN237/Data-science-ml
trained ML and DL models to give accurate classifications,predictions and recommendations
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Gracia243/spam_email_detector
Spam Email Detector
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RubixML/Dota2
Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.
Language: PHP - Size: 4.89 MB - Last synced at: about 3 hours ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 2

mehmoodulhaq570/AI-Language-Detector-and-Translator
A Python tool which utilize the Naive Bayes algorithm for language detection and English-to-French/Urdu translation. Backed by diverse datasets, it ensures precise results for seamless communication. Experience accurate linguistic processing without the complexity!
Language: Python - Size: 11.5 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

PacktWorkshops/The-Machine-Learning-Workshop
An interactive approach to understanding Machine Learning using scikit-learn
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taufiqnoorani/spam-filter
A spam filter using Bayes Theorem / Naive Bayes algorithm.
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ankushmallick1100/A-COVID-19-Infection-Rate-Detection-Technique-using-Bayes-Probability
A COVID-19 Infection Rate Detection Technique Using Bayes Probability
Language: C - Size: 7.81 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

aryanparmarr/Sentiment-Analysis-of-Product-Reviews
Sentiment analysis, also known as opinion mining, is a NLP and ML task that involves identifying and categorizing sentiments expressed in text data. In the context of product reviews, sentiment analysis aims to determine whether the feedback provided by customers is positive, negative, or neutral.
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niiknow/bayes
naive bayes in php
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MaklonFR/PredictiveAnalytics-StudentsPerformance
Submission Dicoding Indonesia - Machine Learning Terapan (Predictive Students Analytics)
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NightFuryAnalytics/naive-bayes-walkthrough
A complete step-by-step guide to implementing the Naïve Bayes algorithm in Python, both from scratch and using built-in libraries. It is designed for beginners and practitioners looking to understand probabilistic classification, Bayes’ theorem, and its application in machine learning.
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shubham0204/GaussianNaiveBayes_Android_App 📦
A simple implementation of the Gaussian Naive Bayes algorithm in Android ( with Kotlin ).
Language: Kotlin - Size: 960 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

ikanurfitriani/Diabetes-Prediction
This repository contains code archives for Diabetes Prediction with Machine Learning
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CasperKristiansson/Elements-of-AI-Building-AI
All exercises for the course Elements of AI - Building AI
Language: Python - Size: 20.5 KB - Last synced at: 30 days ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 26

rbayuokt/rb-naiveBayes-Web
Algoritma Naive Bayes merupakan sebuah metoda klasifikasi menggunakan metode probabilitas dan statistik, Algoritma Naive Bayes memprediksi peluang di masa depan berdasarkan pengalaman di masa sebelumnya
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WasifSohail5/SpamShield
Spam Shield is a machine learning-based web application that classifies emails as spam or ham (not spam). It uses three different machine learning models to ensure accurate classification and is built with Streamlit for an interactive web interface.
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JBris/sentiment_analysis_examples
Several examples of sentiment analysis algorithms for textual data.
Language: Python - Size: 160 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

surmon-china/naivebayes
NaiveBayes classifier for JavaScript
Language: JavaScript - Size: 524 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 143 - Forks: 8

remykarem/mixed-naive-bayes
Naive Bayes with support for categorical and continuous data
Language: Python - Size: 167 KB - Last synced at: 29 days ago - Pushed at: 11 months ago - Stars: 68 - Forks: 7

Ashfadi/Gaussian-Naive-Bayes-Classification
Implements Gaussian Naive Bayes for gender classification based on physical features like height, weight, and age. Includes model validation through cross-validation and feature importance analysis.
Language: Python - Size: 185 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

dhrupad17/Machine-Learning-A-Z
This is a practice Repository consisting of all the notebooks I have practiced for Machine Learning from basics to Advance
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ajla-brdarevic/zadace-iz-vjestcke-inteligencije
Zadaće iz predmeta Vještačka inteligencija - PTF UNZE SI II Ciklus I Semestar 2024/25
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naufal-yafi/text-mining-nb.model
Text mining using Naive Bayes algorithm
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R-Mahesh45/Salary-Prediction-using-Naive-Bayes
This project uses the Naive Bayes classification algorithm to predict an individual's salary based on features like age, education, occupation, and more. It evaluates model accuracy on training and test datasets. The model achieved a 77% accuracy on both sets.
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Himank-Khatri/SpamHam
NLP models trained using Bag of Words (BoW), Term Frequency - Inverse Document Frequency (TF-IDF) and word2vec to classify SMS as Spam or Ham.
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veronhoxha/snowflake-sentiment-analysis-and-performance-experiments
This project explores implementing the Naive Bayes algorithm in Snowflake using SQL and user-defined table functions, alongside conducting performance experiments using the TPC-H benchmark. The objective is to measure and understand the precision and efficiency of the algorithm within a modern cloud data platform.
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Mahbub2001/ZeroR-classifier-OneR-classifier-K-Nearest-Neighbor-Classifiers-Naive-Bayesian-Classifier-SVM-SVR
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juanhuaco/sleep-disorder-prediction-models
Features Engineering and application of ML algorithms (KNN, GaussianNB, Decision Tree, Random Forest)
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Blacknahil/ML-project Fork of Teklez/AI
This project implements classification models on the MNIST dataset using various feature extraction techniques and machine learning algorithms. It includes an analysis of accuracy based on different feature extraction methods like Raw Pixel Intensity, Histogram of Oriented Gradients (HOG), and Principal Component Analysis (PCA), demonstrating the e
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husnainfareed/simple-naive-bayes-weather-prediction
Simple naive bayes implementation for weather prediction in python
Language: Python - Size: 3.91 KB - Last synced at: 5 months ago - Pushed at: about 7 years ago - Stars: 27 - Forks: 31

Armando-Velasquez/Predicciones-de-Genero
Algoritmo de predicción para géneros en base al nombre de una persona
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odubno/gauss-naive-bayes
Gauss Naive Bayes in Python From Scratch.
Language: Python - Size: 16.1 MB - Last synced at: 6 months ago - Pushed at: about 6 years ago - Stars: 45 - Forks: 21

Ahmed-Elsharkwi/Spam_Filter
spam_filter
Language: Python - Size: 196 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

AtheerAlzhrani/ml-projects
ML projects, which I worked on utilising different machine learning algorithms.
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daniel-lima-lopez/Sentiment-classification-with-Naive-Bayes-classifier
Python implementation of the Naive Bayes classifier, applied to the problem of classifying sentiments of Amazon product reviews
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Kalana-Dissanayake/Titanic-Model
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HamzaZafar10/Car-Price-Predication-KNN
Predicate car price from 4300+ data entries in dataset It Include KNN, Neural network ,Naive Bayes, KMean Clustering
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swap357/python-naive-bayes-classifier
Python based Naive Bayes Classifier using nltk
Language: Python - Size: 36.1 KB - Last synced at: 10 months ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

Mohamed-Walied/Sentiment-Analysis-using-Naive-Bayes-Algorithm
It's a Sentiment analysis Project using a Probabilistic model (Naive Bayes Algorithm). Using data from tweets on twitter to detect the postive and negative sentences.
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riddhigupta1110/DataWarehousingAndMining-V-MU-CSE
Codes for Practical experiments of Data Warehousing and Mining (Semester V - Computer Engineering - Mumbai University)
Language: Python - Size: 24.4 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

andi611/Naive-Bayes-and-Decision-Tree-Classifiers
Naive Bayes and Decision Tree Classifiers implemented with Scikit-Learn and Graphviz visualization (Datasets - News, Mushroom, Income)
Language: Python - Size: 16.5 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 2

GazDuckington/sensi
analisis sentimen bahasa Indonesia menggunakan naive-bayes
Language: Python - Size: 178 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

HarshitLaloriya/SMS-Classification-Model
In this ML project i have used Natural language processing (NLP) techniques and other data preprocessing techniques to feed my Machine Learning Algorithm a good data, and deploy it using flask.
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umarshahzadumar91/Email-spam-classifier
email spam classification is to identify and filter out unwanted emails,
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Vinandra-Adam-Saputra/Nstore-Mobile-Device-Damage-Analysis-System
Machine Learning Course Project 2024 - UNIVERSITAS MARITIM RAJA ALI HAJI FAKULTAS TEKNIK DAN TEKNOLOGI KEMARITIMAN PROGRAM STUDI TEKNIK INFORMATIKA
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Perceval-Wilhelm/Predicting-high-risk-of-death-patients-due-to-COVID-19-using-classification-algorithms
Predicting high risk of death patients due to COVID-19 using classification algorithms
Language: Jupyter Notebook - Size: 6.77 MB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

GiorgosG1an/Bayes-Network-And-Classifier
Implementation of Bayes Networks for probability evaluation and Naive Bayes Classifier for the classification of spam/ham emails.
Language: Python - Size: 664 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

ThyagoMartins0/Make.a.IA
Criação de uma IA simples para o entendimento da arquitetura, tecnologia e aprendizamos de rede neural
Language: Python - Size: 162 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

ChaitanyaK77/DocBot
DocBot is a cutting-edge machine learning model built with a user-friendly Graphical User Interface (GUI) for seamless disease prediction based on input symptoms. By leveraging ML algorithms and intuitive design, DocBot provides accurate and accessible disease predictions, transforming the healthcare experience for users.
Language: Python - Size: 979 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

D3struf/NLP-Chatbot
A Virtual Assistant integrated in TUP Website using NLP and Naive Bayes Algorithm
Language: Jupyter Notebook - Size: 6.07 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1

gustavecortal/naive-bayes
Python implementation of naive bayes from scratch and using scikit-learn
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jabhij/PredictiveModelling_Cricket
Using past Sport (Cricket) data to predict next win for Team India, in any format of the cricket.
Language: Python - Size: 53.7 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

hadiprasetiyo/ChurnBank-NaiveBayes-Analytics
Repositori ini berisi proyek data mining yang menganalisis perilaku pelanggan di sektor perbankan, dengan fokus pada prediksi churn. Dilengkapi dengan visualisasi data dan implementasi algoritma Naive Bayes untuk analisis lebih lanjut.
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arnab7070/spampred
API based on flask using machine learning to detect spam comments. Use the URL for POST request
Language: Python - Size: 210 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

MohanBisunke/romanized-nepali-text-sentiment-analysis
The built model (Naive Bayes: Multinomial, Gaussian and Bernoulli combined voted) is Sentiment Analyzer for Romanized Nepali Text (Nepali words spoken in English Letters).The model predict either positive or negative
Language: Jupyter Notebook - Size: 128 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Code-forlife/Data-Analytics-Experiment
This repository provides a practical learning ground for data analysis with code and visualizations. Explore techniques like Apriori algorithm, EDA, K-Means clustering, and more!
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tusharpandey003/Basics-of-machine-learning
Basics of machine learning is END-TO-END Repository which includes very Basic Machine Learning Models and Notebook
Language: Jupyter Notebook - Size: 26.6 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

HyrniT/decision-tree-naive-bayes
Artificial Intelligence
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principie/Crypto_Chatbot
Crypto is a mental health conversational AI chatbot that can help people from depression, anxiety, stress, etc.
Language: CSS - Size: 10.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Sonaxy/Heart_Failure_Prediction 📦
Heart Failure Prediction by developing various Supervised Learning algorithms in Python
Language: Python - Size: 282 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Hrichik1/Employee_Salary_Prediction
A dataset is taken from Kaggle and Naive Bayes algorithm is used to predict the salary of the employee
Language: R - Size: 6.84 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

AashutoshSINHA/Predictive-Analysis-Using-Social-Profile-in-Online-P2P-Lending
Online peer-to-peer (P2P) lending markets enable individual consumers to borrow from, and lend money to, one another directly. We study the borrower-, loan- and group- related determinants of performance predictability in an online P2P lending market by conceptualizing financial and social strength to predict borrower rate and whether the loan would be timely paid
Language: Jupyter Notebook - Size: 2.44 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

sarthakagarwal18/Spam-Classifier
Used for classifying whether an email is a spam or a ham.
Language: Jupyter Notebook - Size: 747 KB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 0

fzehracetin/naive-bayes-classification-from-scratch
This is my Data Mining course assignment for Naive Bayes Classification algorithm. I implemented Gaussian Naive Bayes on Python.
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shakiz/All-Java-Works
This my common repository for keeping all of my java works.I put all those files that i have ever worked out in java i n this repositories.So this seems to be messy to some of you , i am apologize for this.
Language: Java - Size: 140 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

rajat/spam-detection-using-naive-bayes
Size: 0 Bytes - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

pradeepsinngh/naive-bayes-spam-classifier
Classification of messages as spam or not spam using Naive Bayes algorithm.
Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

nardonykolyszyn/anti-spam
This is a basic but whole introduction to Naive Bayesian Classification 🧠
Language: Ruby - Size: 10.2 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

israel-nogueira/naivebayes
Componente central de processamento de linguagem natural, voltado para aplicações de aprendizado de máquina.
Language: PHP - Size: 34.2 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

leuthier/pbd_ufrpe
Vou de Que? - Algoritmo para analisar o sentimento referente a Uber, Cabify e 99pop
Language: Python - Size: 499 KB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 1

Sarthak-Mohapatra/US-Airlines-Tweets-Sentiment-Analysis
Classifying a tweet as positive, neutral, or negative sentiment using Natural Language Processing (CBOW approaches) and Traditional Machine Learning Algorithms.
Language: Jupyter Notebook - Size: 1.76 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

rohanmandhanya/Credit-risk-analysis
Risk analysis using machine learning algorithms
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janvikheni04/Data_Analysis_of_Titanic_Dataset
Machine learning Model
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pietrapaz/ias_engenharia
Trabalhos da disciplina de Inteligência Artificial Aplicada a Saúde
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riya-joshi-401/ML-algorithms-from-scratch-using-python
This repo contains famous ML algorithms from scratch using python. I have implemented all the algorithms on a single dataset ( FIFA set from Kaggle ) for better understanding.
Language: Jupyter Notebook - Size: 5.12 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

Neo-Zenith/text-message-sentiment-analyzer
A mini-project on emotion classification using NLP for the course SC1015: Introduction to Data Science & Artificial Intelligence.
Language: Jupyter Notebook - Size: 52.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 3

aadimangla/Predicting-product-sales-through-ads
In simpler words we tell whether a user on Social Networking site after clicking the ad’s displayed on the website,end’s up buying the product or not. This could be really helpful for the company selling the product. Lets say that its a car company which has paid the social networking site(For simplicity we’ll assume its Facebook from now on)to display ads of its newly launched car.Now since the company relies heavily on the success of its newly launched car it would leave no stone unturned while trying to advertise the car. Well then whats better than advertising it on the most popular platform right now.But what if we only advertise it to the correct crowd.
Language: Python - Size: 12.7 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 1

arnab7070/sms-spam-detection
Streamlit app to detect if a comment is spam or not ?
Language: Python - Size: 6.34 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MalteArnold/machine-learning
Projects involving basic machine learning algorithms.
Language: Python - Size: 508 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Santosh2611/NeuroNexus-Innovations
Welcome to a diverse collection of hands-on ML, AI, Python, and Data Science projects. Explore and learn through practical applications. Happy coding! 🚀
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Ahonanhin/NaiveBayes
Text Classification with Naive Bayes Classifier
Language: Jupyter Notebook - Size: 1.14 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Shaguns26/Fake-News-Detection
Fake News Detection-Naive Bayes Model
Language: Jupyter Notebook - Size: 40.2 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 4

shauryagupta30/Movie-Review-NLP
this project uses Naive Bayes as the principal Algorithm for classification of the parsed review and calculating the likelihood ratio of a word to exist in a positive statement versus a negative statement
Language: Jupyter Notebook - Size: 84 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

oktaviacitra/naive-bayes-data-hipertensi
Menemukan probabilitas hipertensi seseorang menggunakan input data umur dan kegemukan berdasarkan algoritma naive bayes
Language: Java - Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Ddeepanshu-997/Naive-Bayes
In this project i am performing the naive bayes on the given dataset , initially i performed some data preprocessing technique in order to filter out the data flaws then undergoes the process of model building i.e Naive Bayes.
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LaxmiChaudhary/Classifying-silhouettes-of-vehicles
Unsupervised Learning (PCA) on Vehicle dataset
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Aysenuryilmazz/Driver_Drowsiness_Detection
Driver drowsiness is one of the causes of traffic accidents. According to the statistics; highway road crashes hold 11.09% of the total number of accidents. There are several reasons of drowsy driving such as: a lack of quality of sleep, may be overnight driving or having sleep disorders e.g. sleep apnea. However; all people should know that: People can not fight against to sleep. Using Image Processing and both classical and new-brand Machine Learning techniques, we are trying to know beforehand the driver's drowsiness and warning him/her with an alert before any crash happened.
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Paul-Andrew-15/ICC-2023-Worldcup-prediction
Predicting the champion of the 2023 Cricket World Cup through the implementation of the Random Forest algorithm.
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mohammadrobih/naive-bayes-text-classifier
Library PHP untuk klasifikasi teks Bahasa Indonesia menggunakan algoritma Naive Bayes Classifier (NBC)
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dvircohen0/ML-101
Machine-Learning-Algorithms-From-Scratch
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Shivank1006/Data_Analytics_with_the_Fisher_Iris_Dataset
Data Science Assignment
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