Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: bayes-classifier

zh3389/chatbot

知识图谱 neo4j 答案查找 + 机器学习 分类模型 问题分析 = 电影知识库问答机器人

Language: Python - Size: 2.76 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 73 - Forks: 15

giorgioroffo/bayes-classifier-with-GMM

Bayes Classifier with Gaussian Mixture Models to generate handwritten images

Language: Python - Size: 2.93 KB - Last synced: 17 days ago - Pushed: almost 4 years ago - Stars: 6 - Forks: 0

MihhailSokolov/MachineLearning

Several machine learning classifiers implemented in Python

Language: Python - Size: 12.7 KB - Last synced: 20 days ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

muatik/naive-bayes-classifier

yet another general purpose naive bayesian classifier.

Language: Python - Size: 72.3 KB - Last synced: 21 days ago - Pushed: over 4 years ago - Stars: 170 - Forks: 73

OlaPietka/Bayes-Classifier

Bayes classifier on custom datasets

Language: Python - Size: 4.88 KB - Last synced: 22 days ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

dinever/antispam

Dead simple bayesian anti-spam classifier written in Python.

Language: Python - Size: 2.39 MB - Last synced: 28 days ago - Pushed: about 6 years ago - Stars: 100 - Forks: 22

trngbro/AI

Research AI - Lecturer: Nguyen Thanh An

Language: Jupyter Notebook - Size: 26.3 MB - Last synced: 30 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

carlosgorlongaiatto/LabAS_Project

Multinomial Naive Bayes classifier for fake news recognition.

Language: Jupyter Notebook - Size: 38 MB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 2

Ar11rA/Final-Year-Project

A recommendations and prediction engine to make travel serivices easier for everyone.

Language: HTML - Size: 12.8 MB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 0 - Forks: 1

mwielondek/BCPNN

An implementation of the Bayesian Confidence Propagation Neural Network (BCPNN)

Language: Python - Size: 289 KB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

RATHOD-SHUBHAM/Artificial-Intelligence

A curated list of my Artificial Intelligence project.

Language: Python - Size: 495 KB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

tungct/TNGTClassifer

Language: Python - Size: 3.4 MB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

fardinabbasi/Machine_Learning

Machine Learning Course [ECE 501] - Spring 2023 - University of Tehran - Dr. A. Dehaqani, Dr. Tavassolipour

Size: 19.5 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

WinPooh32/Naive-Bayes-Classifier

Naive Bayes classifier

Language: Python - Size: 9.77 KB - Last synced: 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

anirban-code-to-live/tipr-first-assignment

Hola, amigos! Welcome to the first assignment of TIPR-2019.

Language: Python - Size: 10.5 MB - Last synced: 2 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 6

naman0105/Recommendation-System-MEAN-Stack

A website to simulate book suggestion using Bayes rule

Language: HTML - Size: 6.54 MB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 2 - Forks: 0

mattcunningham/naive-apl

Naive Bayesian Classifier written in APL

Language: APL - Size: 2.93 KB - Last synced: 30 days ago - Pushed: over 6 years ago - Stars: 22 - Forks: 6

gsauthof/gonzofilter

a bayes classifying spam mail filter written in Go

Language: Go - Size: 77.1 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 12 - Forks: 1

yawlhead91/BayesianClassification_IMDB-movies

Multinomial Naive Bayes to classify movie reviews

Language: Python - Size: 22.1 MB - Last synced: 4 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

dairlair/sentimentd

High-performance sentiment analyze service

Language: Go - Size: 5 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

dayvonjersen/linguist

Detect programming language used in git repository. Go port of github linguist.

Language: Go - Size: 15.3 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 72 - Forks: 9

yveskaufmann/Naive-Bayes

A Naive-Bayes Text classificator for the university

Language: JavaScript - Size: 453 KB - Last synced: 5 months ago - Pushed: almost 9 years ago - Stars: 0 - Forks: 0

nekcht/ml-classic-scratch

Ordinary Least Squares, Ridge Regression, Expectation Maximization, Full Bayesian Inference, Bayes Classifiers, kNN, and MLP core algorithms from scratch. Some auxiliary functions are also used.

Language: Jupyter Notebook - Size: 1.56 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

mrverde/msc_dissertation_santander

MSc. final dissertation. Dataset: Santander Costumer Satisfaction from kaggle.com https://www.kaggle.com/c/santander-customer-satisfaction

Language: R - Size: 3.72 MB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 2

ligb1023561601/NaiveBayesClassifier

Implementation of Naive Bayes Classifier

Language: Python - Size: 18.6 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

Yarlagadda-saimanoj/Stress-Detection-ML

Explore the world of machine learning-based stress detection in social media posts. This project leverages Python to classify text as 'Stress' or 'No Stress,' offering valuable insights into mental health analysis.

Language: Jupyter Notebook - Size: 1.14 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

ptnplanet/Java-Naive-Bayes-Classifier 📦

A java classifier based on the naive Bayes approach complete with Maven support and a runnable example.

Language: Java - Size: 143 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 297 - Forks: 148

FatemehNaeinian/Machine-Learning

This repository contains all Machine Learning course projects.

Language: Jupyter Notebook - Size: 22.8 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

lahsiv22/ML-Python

Language: Jupyter Notebook - Size: 201 KB - Last synced: 8 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

lahari07/Fanorona

A machine learning agent that can automatically find the best move and play on the Fanorona board

Language: Python - Size: 65.4 KB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

kavyadevd/Face-Pose-Illumination-Classifier

Label classification for three datasets: Face, Pose and Illumination. Bayes Classifier, KNN Classier, Kerner SVM and Boosted SVM algorithms are written from scratch in Python. The results were evaluated and compared to understand the effectr of dimentionality reduction techniques including PCA, LDA and MDA validation using K-fold cross validation.

Language: Jupyter Notebook - Size: 12.1 MB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

codebox/bayesian-classifier

A Naive Bayesian Classifier written in Python

Language: Python - Size: 22.5 KB - Last synced: 7 months ago - Pushed: over 7 years ago - Stars: 102 - Forks: 45

Joshua-Robison/arizona-state-university

This repository contains coursework for an online certificate from Arizona State University in machine learning and artificial intelligence.

Language: Jupyter Notebook - Size: 17.5 MB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

ieCecchetti/Python_ML_DL_examples

A variety of Machine Learning and Deep Learning scripts in Python. Included some theorical info about that in the Readme

Language: Python - Size: 4.76 MB - Last synced: 9 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

EslamAsHhraf/Neural-Network-Labs

🤖 My solutions to practice labs in Neural Network labs in Computer engineer department at Cairo University

Language: Jupyter Notebook - Size: 12.2 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

FFMG/myoddweb.classifier

Microsoft Outlook automatic Spam Classifier, Classify emails as they arrive and move them to your own folders. Works on Office 356, Outlook 2016,2013 and 2010

Language: C# - Size: 26.8 MB - Last synced: 9 months ago - Pushed: almost 2 years ago - Stars: 13 - Forks: 2

nuriu/FilmOneri 📦

Makine Öğrenmesi dersi dönem projesi.

Language: TypeScript - Size: 1.84 MB - Last synced: 10 months ago - Pushed: over 7 years ago - Stars: 5 - Forks: 4

adneforslund/BayesClassification

Naive Bayes classification of film reviews

Size: 95.5 MB - Last synced: 10 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

leminhtr/SY09

Data Mining & Data Analysis coursework - UTC - SY09 - Spring 2017

Language: PostScript - Size: 13.4 MB - Last synced: 10 months ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 0

s4kibs4mi/machine-learning-garage

Machine learning sample codes

Language: Kotlin - Size: 69.3 KB - Last synced: 10 months ago - Pushed: over 7 years ago - Stars: 1 - Forks: 0

JamesHujy/spam_classification

Machine Learning homework

Language: Python - Size: 171 KB - Last synced: 10 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

SanjarH/Sarcasm-Detection

Project made in Jupyter Notebook with "News Headlines Dataset For Sarcasm Detection" from Kaggle.

Language: Jupyter Notebook - Size: 4.71 MB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

Ralireza/ml-newbie

simple implementation of machine learning algorithm in pyhton

Language: Python - Size: 4.97 MB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 8 - Forks: 1

urastogi885/classify-it

Face recognition using various classifiers

Language: MATLAB - Size: 11.1 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1

sschrunner/SSC-UC

Re-implementation of the SSC-UC method proposed by Schrunner et al. (2020)

Language: R - Size: 3.53 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

Prashant812/Data-Classification

Data Classification using K-Nearest Neighbour Classifier and Bayes Classifier with Unimodal Gaussian Density

Language: Jupyter Notebook - Size: 261 KB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

erego/anomalydetection

Python package for anomaly detection techniques (frequency models, naive bayes, bayes classfiers, SVM))

Language: Python - Size: 10.3 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

dchapes/bayesian Fork of jbrukh/bayesian

Naive Bayesian Classification for Go.

Language: Go - Size: 60.5 KB - Last synced: 11 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

KyriakosPsa/Classifiers-from-scratch

Implementation using ONLY the Numpy library of classifiers and the evaluation of their performance on the iris plant and the pima Indians diabetes datasets.

Language: Jupyter Notebook - Size: 244 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

erfnzdeh/ML-Classifier-Project

A Simple ML Car Evaluation Application.

Language: C - Size: 76.2 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

lelouisdevn/language-classification

Language: Python - Size: 5.55 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Sergimayol/naive-bayes-classifier

An educational implementation of a Naive Bayes Classifier in Java

Language: Java - Size: 24.4 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

AnoushkaVyas/MNIST-Data-Set-Basic-Classification

MNIST Data set classification

Language: Jupyter Notebook - Size: 1.52 MB - Last synced: 12 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

MaryamSayed01/Machine-learning

Bayes Classifier from scratch on iris dataset, Linear regression from scratch on USA Housing Prices

Language: Jupyter Notebook - Size: 329 KB - Last synced: 10 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

rudikershaw/whichx

A small, no dependencies, Naive Bayes Text Classifier for JavaScript

Language: JavaScript - Size: 399 KB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 38 - Forks: 6

ningchaoar/UnsupervisedTextClassification

基于关键词的无监督文本分类;Implementation for paper "Text Classification by Bootstrapping with Keywords, EM and Shrinkage" http://www.cs.cmu.edu/~knigam/papers/keywordcat-aclws99.pdf

Language: Python - Size: 209 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 23 - Forks: 8

faezehabibi66/Naive-Bayes

Predict Breast Cancer Wisconsin (Diagnostic) using Naive Bayes

Language: Python - Size: 5.86 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

SimonIyamu/Breast-Cancer-Prediction

Apply and evaluate some basic machine learning algorithms on breast cancer prediction.

Language: MATLAB - Size: 11.7 KB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 3

bkhanal-11/machine-learning

Implementation of different applied machine learning algorithms from scratch with theory and details of implementation.

Language: Python - Size: 24.7 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

davpinto/master-thesis

My Master's thesis on Bayesian Classification with Regularized Gaussian Models

Language: R - Size: 40.7 MB - Last synced: about 1 year ago - Pushed: over 8 years ago - Stars: 2 - Forks: 1

ricosandyca/bayes-text-classifier

(In development) Text classifier using Naive Bayes algorithm

Language: TypeScript - Size: 1.39 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

fabidick22/clasificationMethod-IA

Metodos de clasificacion. Redes Neuronales, Redes Bayesianas

Language: Python - Size: 3.99 MB - Last synced: 29 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

krishnadey30/Artificial_Intelligence_Codes

C codes for the Arificial Intelligence Course and algorithms.

Language: C - Size: 872 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 2 - Forks: 1

kushalshm1/MachineLearning-StudyModules

Jupyter notebooks containing explanation of Machine Learning Algorithms

Language: Jupyter Notebook - Size: 8.79 KB - Last synced: 11 months ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 4

navreeetkaur/machine-learning-algorithms

Implementation of Machine Learning algorithms from scratch

Language: Java - Size: 6.67 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 3 - Forks: 3

CasperKristiansson/Elements-of-AI-Building-Ai

All exercises for the course Elements of AI - Building AI

Language: Python - Size: 20.5 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 12 - Forks: 17

ljn1999/ECE368-Probabilistic-Reasoning

Course labs of ECE368 at the University of Toronto.

Language: Python - Size: 9.66 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 3

odubno/gauss-naive-bayes

Gauss Naive Bayes in Python From Scratch.

Language: Python - Size: 16.1 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 35 - Forks: 21

saurabhp369/Face_Recognition

This repository contains the code to implement different classifiers to achieve face recognition.

Language: Python - Size: 11 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

lukablaskovic/naive-bayes-spam_filter

Machine learning prediction algorithm. Project for Applied Statistics Course (FIPU).

Language: R - Size: 579 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

SimoneStefani/kth-dd2421 📦

Machine Learning (DD2421) at Royal Institute of Technology KTH

Language: Python - Size: 2.44 MB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 6 - Forks: 4

97varun/ExtractiveTextSummarizer

Extractive text summarization

Language: Python - Size: 134 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

arranzropablo/Ingenieria-del-conocimiento 📦

Ingenieria del conocimiento

Language: JavaScript - Size: 3.81 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

TheLusitanianKing/BayesClassifier 📦

Naive Bayes Classifier in MatLab/Octave.

Language: MATLAB - Size: 114 MB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

vtange/socket-chat 📦

simple chat interface built as intro to socket io, +nlp sentence classification based of Part-Of-Speech patterns

Language: JavaScript - Size: 74.2 KB - Last synced: about 1 year ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

tobybreckon/cpp-examples-ml 📦

Legacy OpenCV Machine Learning Examples (2.4.x, C++)

Language: C++ - Size: 10 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 10 - Forks: 13

Ishmeet7/Data-Science-coursework

This repository contains assignments of Data science 3(IC272) course .

Language: Jupyter Notebook - Size: 1.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

danielShz/Image-Classification

📊 Estatística e Probabilidade - Projeto 02 - 2022/02

Language: Jupyter Notebook - Size: 247 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

khuyentran1401/KNN-and-Bayes-Classifier

The implementation and comparison of Optimal Bayes with symmetric loss and KNN Classifier

Language: Python - Size: 16.6 MB - Last synced: 5 days ago - Pushed: about 4 years ago - Stars: 1 - Forks: 1

R-Liebert/PageRank_Logistic_Regression_and_Bayes_Classifier

Portfolio 1 in FYS-2021 Machine Learning at UiT, The Arctic University.

Language: Python - Size: 10.7 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

M-Taghizadeh/Python-full-course

Full Python Programming Tutorials with Focus on artificial intelligence and machine learning

Language: Python - Size: 56.9 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 10 - Forks: 6

piyushghai/Social-Influencers

The repository for CSE 5523 Course Project.

Language: Jupyter Notebook - Size: 12.4 MB - Last synced: 10 months ago - Pushed: about 7 years ago - Stars: 8 - Forks: 3

andylvua/NaiveBayesClassifier

R implementation of Naive Bayes Classifier. P&S 1st Lab assignment

Language: HTML - Size: 5.83 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

experiencor/basic-machine-learning

Implementations of basic machine learning algorithms

Language: Jupyter Notebook - Size: 91.8 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 4 - Forks: 4

fardage/Clasificar 📦

📑 Sort pdf documents automatically!

Language: JavaScript - Size: 3.35 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

mikeroyal/Bayesian-Statistics-Guide

Bayesian Statistics Guide

Language: MATLAB - Size: 180 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 2

Mohammad-Heydariii/Intelligent-Systems-Course

This repository contains materials and course projects during attending the Intelligent Systems Course, for more detailed information please have a look at my Final_Report files which have been separately uploaded for each of the projects and consist of all required information about the implementations, analyses, and anything else you may concern about that!

Language: Jupyter Notebook - Size: 23.9 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

dvd125/Prediction-of-High-Cost-Patients

Size: 4.74 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

arnabd64/classifier-comparison-1

Language: Jupyter Notebook - Size: 758 KB - Last synced: 11 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

Freakwill/nb-combination

ensemble classifier with naive bayes combination

Language: Python - Size: 17.2 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

munikarmanish/naive-bayes

A simple implementation of Bayes and Naive Bayes classifier.

Language: Python - Size: 4.88 KB - Last synced: about 1 year ago - Pushed: about 7 years ago - Stars: 4 - Forks: 0

prash030/pattern_recognition_projects

This repository consists of the codes that I wrote for implementing various pattern recognition algorithms

Language: Python - Size: 1.15 MB - Last synced: 11 months ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

Programming-from-A-to-Z/bayes-classifier-js

A JavaScript library for Bayesisan classification

Language: JavaScript - Size: 306 KB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 27 - Forks: 7

Siponek/Machine_Learning-Bayes_Classifier_for_weather

Bayes Classifier for weather in MATLAB. Uses data and freqnecy of training set to predict the outcome for testing sets.

Language: MATLAB - Size: 12.7 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

sgol13/bayes-classifier

Naive Bayes classifier used for wine types prediction. (2021)

Language: Python - Size: 10.7 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

MKaczkow/naive_bayes_classifier

Classyfing wheat species with naive bayes classifier

Language: Python - Size: 21.5 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

kishan0725/End-to-End-Spam-Filter

Spam Filter using machine learning

Language: Jupyter Notebook - Size: 442 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 2

vladiant/OpenCVMLsamples

OpenCV Machine Learning samples

Language: Python - Size: 1.12 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

alinamuliak/Naive-Bayes-Classifier

Implementation of Naive Bayes Classifier as a part of a lab on Probability and Statistics course.

Language: Python - Size: 1.34 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

steve303/stat542code1-ClassificationExamples

Objectives: 1) Design a KNN algorithm using R, 2) Summarize classification performance using KNN, linear/quadratic regression and Bayes rule. Training and test data are generated from a bi-variate Gaussian mixture model.

Language: HTML - Size: 940 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

Related Keywords
bayes-classifier 166 machine-learning 68 python 37 naive-bayes-classifier 16 bayes 14 logistic-regression 14 knn-classification 13 data-science 11 bayesian 10 classification 10 naive-bayes 10 pca 9 classifier 9 nlp 8 svm-classifier 8 machine-learning-algorithms 8 decision-trees 8 support-vector-machines 7 neural-network 7 neural-networks 6 python3 6 knn-classifier 6 nodejs 6 linear-regression 6 naive-bayes-algorithm 6 knn 6 r 5 artificial-intelligence 5 bayesian-statistics 5 deep-learning 5 svm 5 data-mining 5 supervised-learning 5 classification-algorithm 5 naive-bayes-classification 5 naive-bayes-implementation 4 k-nearest-neighbors 4 k-means 4 scikit-learn 4 expectation-maximization 4 sklearn 4 random-forest 4 nltk 4 java 4 probability 4 jupyter-notebook 4 text-classification 4 regression 4 k-means-clustering 4 kmeans-clustering 3 statistics 3 gradient-descent 3 decision-tree 3 k-nearest-neighbours 3 principal-component-analysis 3 ml 3 perceptron 3 spam-detection 3 kotlin 3 natural-language-processing 3 opencv 3 nearest-neighbors 3 decision-tree-classifier 3 javascript 3 spam-classification 3 gaussian-mixture-models 3 kaggle 3 adaboost 3 scikitlearn-machine-learning 3 pca-analysis 3 bayesian-network 3 dataset 2 clustering 2 ridge-regression 2 mlp-classifier 2 prediction 2 boosting 2 navebayes 2 spam-classifier 2 binary-classification 2 machinelearning 2 xgboost 2 k-nearest-neighbor-classifier 2 minimum-risk 2 ocr 2 matplotlib 2 numpy 2 pandas 2 bayesian-classifier 2 breast-cancer-wisconsin 2 density-estimation 2 breast-cancer 2 pattern-recognition 2 spam 2 typescript 2 matlab 2 mda 2 data-visualization 2 lda 2 kernel-svm 2