naive-bayes-algorithm | Topic | Ecosyste.ms: Repos

Topic: "naive-bayes-algorithm"

M0315G/Machine-Learning-Basics

This repository is the collection of all the basic algorithms used in Machine Learning. Some are implemented from scratch while some using existing libraries.

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nitya123-github/CharacterAnalysis

This project's objective is all about predicting and analysing a particular person's character based on their answers for the given set of questions.

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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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splAcharya/Naive_Bayes_Implementation

A implementation of Naïve Bayes Machine Learning Algorithm from scratch. Includes implementations for Gaussian Naïve Bayes, Categorical Naïve Bayes, Binary Confusion Matrix, Binary Precision, Recall, F Measure scores

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jayskhatri/algo-implementation

Language: C - Size: 1.18 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 8

bsavanth/Naive_Bayes_Classifier-on-Amazon-data-set

Classifying Contexts of homograms by their senses

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AndiAlifs/Klasifikasi-Text Fork of nafarahisya/Project-DS-BCC

Classifier Text Project (Natural Language Processing) for BCC Internship Data Science 2020 Program

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samyukthagopalsamy/Naive-Bayes-Classifier

Implementation of Naïve Bayes Classifier for Titanic Dataset. A Naive Bayes classifier is a probabilistic machine learning model based on Bayes' Theorem.

Language: Python - Size: 12.7 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

devika30/Spam-vs-Ham-Detection

A Flask App to detect whether the uploaded text file contains spam or ham message.

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rajtulluri/Spam-Filter-using-Naive-Bayes

Building a Spam Filter using Naive Bayes algorithm from scratch.

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ranbm/naive-bayes

naive bayes on iris dataset

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iamdsc/disease_diagnoser

The project is currently under construction :)

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as3eem/AmazonFoodReview

Data Mining on Amazon Fine Food Reviews Dataset. It also depicts a detailed comparative analysis of accuracies in various ML-Models.

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Nishant1998/Spam_Detection_Using_Naive_Bayes_Algorithm

Spam detection project which uses machine learning concept.This project is using multimonialNB from sci-kit learn library of python to predict message of spam or ham

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mellophi/Email-Spam-Classifier

An Email Spam classifier using Naive Bayes

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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.

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soham23/reviewsClassifier

Language: Python - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

sakbarpu/TraditionalClassifiers

This repository implements the basic machine learning classifiers for the problem of Yelp reviews classification. We assume the problem to be a binary classification problem. The models implemented are Naive Bayes, Logistic Regression, Support Vector Machine (linear), Decision Trees, Bagged Decision Trees, Random Fforests, and Boosted Decision Trees.

Language: Python - Size: 2.01 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 1

Nemshan/Naive-Bayes-algorithm-From-Scratch

replicating Naive Bayes algorithms from scratch that # Restrict to only categorical features # Give an error message if continuous features are provided # Function must have at least three parameters: Train, Test, Classification variable # Output produces predicted probability and classification #Use Titanic data to predict survival.

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Krishnadhruv/Spam-Filter-Python-NLP

Using the labeled ham and spam examples, I have trained a machine learning model to learn to discriminate between ham/spam automatically. Then, with a trained model, we'll be able to classify arbitrary unlabeled messages as ham or spam.

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flaviohenriquecbc/machine-learning-naive-bayes

A Machine Learning script based on Naive Bayes algorithm to detect SMS as spam or not

Language: Python - Size: 1.95 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

vijayanandrp/ML-001-Name-Text-Gender-Predictor-Classifier

Gender classification from a Name (text).

Language: Python - Size: 22.5 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

abhi195/ud120-projects Fork of udacity/ud120-projects

Starter project code for students taking Udacity ud120

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sjayakum/csci544

Naive-Bayes classifier to classify hotel reviews as part of CSCI 544 - Applied Natural Language Processing Course

Language: Python - Size: 34.7 MB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

Jijunjiang/Document-classification-algorithms-design

leangit

Language: Python - Size: 18 MB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

wang-jinghui/Machine-Learning-Algorithm

machine learning algorithm

Language: Python - Size: 9.43 MB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

CrookedNoob/All-Machine-Learning-Algorithms-explained-in-a-project

Application of Decision Tree C5.0, Random Forest, K-NN, Artificial Neural Network, Naive-Bayes algorithms in a Project using R

Language: R - Size: 567 KB - Last synced at: over 2 years ago - Pushed at: over 9 years ago - Stars: 1 - Forks: 1

takp/naive-bayes-sample

Infer the category of the document written in Japanese

Language: Python - Size: 117 KB - Last synced at: about 2 months ago - Pushed at: over 10 years ago - Stars: 1 - Forks: 0

JunsuGun/Naive_Bayes_Implementation

Implement a Naive Bayes Classifier from scratch using Bayesian statistics to predict Boston house classifications. 📊🏠 Tools include Pandas, Numpy, and Scikit-Learn.

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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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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: 3 months ago - Pushed at: 3 months 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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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: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

pierrelabroche/pierrelabroche.github.io

Collection of some of my academic and personal projects

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Gracia243/spam_email_detector

Spam Email Detector

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taufiqnoorani/spam-filter

A spam filter using Bayes Theorem / Naive Bayes algorithm.

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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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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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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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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: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

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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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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Ahmed-Elsharkwi/Spam_Filter

spam_filter

Language: Python - Size: 196 KB - Last synced at: 10 months ago - Pushed at: 10 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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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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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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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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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: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

D3struf/NLP-Chatbot

A Virtual Assistant integrated in TUP Website using NLP and Naive Bayes Algorithm

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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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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

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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

Hrichik1/Employee_Salary_Prediction

A dataset is taken from Kaggle and Naive Bayes algorithm is used to predict the salary of the employee

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Kalana-Dissanayake/Titanic-Model

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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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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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arnab7070/sms-spam-detection

Streamlit app to detect if a comment is spam or not ?

Language: Python - Size: 6.34 MB - Last synced at: about 1 year 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

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

dvircohen0/ML-101

Machine-Learning-Algorithms-From-Scratch

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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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sarangiWijemanna/T_MachineLearning

Machine Learning 30 Days Challenges - Learn ML Concepts ❤

Language: Python - Size: 9.49 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Christoph18945/spamfilter

A very basic E-Mail Spam Filter.

Language: Python - Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mikeleo03/Supervised-Learning-Algorithm

Implementation of KNN and Naive-Bayes Supervised Learning Algorithm from Scratch to Cluster Phone Dataset

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Kmohamedalie/Supervised_Machine_Learning-Classification

Supervised Machine Learning Algorithms

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FarhanAsfar/CSE366-Artificial-Intelligence-Codes

This repository contains the codes of my academic course CSE366-Artificial Intelligence. The problems are solved using the C++ language.

Language: C++ - Size: 55.1 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

iamyourdre/naive-bayes-classifier-js

Naive Bayes classifier developed with MySQL, ExpressJS, and NodeJS by @iamyourdre.

Language: JavaScript - Size: 24.4 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ABR26/python-code

Python code,

Size: 85.9 KB - Last synced at: 7 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

lijesh010/ML_Project-Iris_Data_Species_Classification_Algorithms

This repository contains a machine learning project focused on the classification of Iris flower species using different Classification algorithms.

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friskyspock/amazon-reviews-excelr

Analyzing sentiments of product reviews on Amazon. Also made a predictive model using Naive Bayes

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Sai-Likhith/SpamGuard-Naive-Bayes-Email-Classifier

SpamGuard is an efficient email classification system powered by Naive Bayes algorithm. It quickly analyzes the content of an email, evaluating its likelihood of being spam. With a simple input of the email body, SpamGuard accurately determines whether the email is spam or not, providing users with a reliable and effective tool for spam detection.

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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: about 2 years ago - Stars: 0 - Forks: 0

shahiryar/Naive-Bayes

Naive Bayes Classification Algorithm from scratch, without using sklearn

Language: Python - Size: 31.3 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

faezehabibi66/Naive-Bayes

Predict Breast Cancer Wisconsin (Diagnostic) using Naive Bayes

Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Manjari-99/email_spam_verifier_99

The model with accuracy score 0.98 learns the email and creates a 'bag of words', from which the probability of an email to be spam with the presence of that word is calculated. Test emails are checked and if those threat words are found it is labeled as spam.

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jasminefederer/twitter_classifier

Using Bayes theorem to train an algorithm which seeks to classify whether a tweet is more likely to be referencing 'tory' or 'evil'!

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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

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ramzimimou/Classification-social-network-ads

Classification using Naive Bayes, Decision Tree and KNN algorithms

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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: over 2 years ago - Stars: 0 - Forks: 0

fjstria/NaiveBayesClassifier

A demo of a Naive Bayes Classifier, programmed in Python.

Language: Python - Size: 2.44 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Vishyyvishal/ML_Titanic

Who Survived the Titanic. 6 ML Algorithms

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STProgrammer/Ensembled-naive-bayes-classifiers

Test and comparison of ensemble method with naive bayes classifier on 5 different data sets.

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leyresv/ML_algorithms_from_scratch

Machine Learning algorithms implemented from scratch

Language: Python - Size: 198 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

abdulsamie10/NaiveBayesTextClassification

This reposioty contains Naive Bayes algorithm using python, numpy.

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peijin0405/Naive-Bayes-classification-model-from-scratch_NLP

Build a Naive Bayes classification model from scratch, and evaluate the performance of the model on the DBpedia14 dataset.

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HyrniT/decision-tree-naive-bayes

Artificial Intelligence

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arjunan-k/Spilter

Build a model for classifying the email & SMS messages into spam or not spam using standard classifiers.

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arjunssat/USA_Hospital_charge_Pred

Analyses the various charge imposed by hospital in various states across USA, it also predict the discharge of patients among the parameters

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grvnair/naive-bayes-from-scratch

Naïve Bayes algorithm from scratch using Python. Calculated the mean, variance and probability of each class and returned the class with highest probability using the argmax function. Implemented the algorithm on IRIS dataset and attained the accuracy of 95.56%.

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