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GitHub topics: qda

openqda/openqda

Free open collaborative qualitative data analysis software

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RQDA/RQDA 📦

R-based Qualitative Data Analysis (rqda.r-forge.r-project.org)

Language: R - Size: 726 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 40 - Forks: 6

RubyNouriK/Customer-Response-Portuguese-Bank-Marketing-Campaigns

his University of Calgary DATA606 – Advanced Statistical Methods project examines a Portuguese bank’s telemarketing campaign, using statistical models to identify factors influencing term deposit subscriptions and provide recommendations to improve customer targeting and campaign effectiveness.

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BleztRow/ModelFitting-Classification-Techniques

implementing and comparing various model fitting and classification techniques. Demonstrates Multivariate Gaussian, Bag-of-Words, Naïve Bayes, LDA, and QDA models. Applied to Iris, SMS Spam Collection, and Phoneme datasets for practical classification tasks. parameter estimation, performance evaluation, feature selection using Mutual Information.

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armankhatamsaz/ModelFitting-Classification-Techniques

implementing and comparing various model fitting and classification techniques. Demonstrates Multivariate Gaussian, Bag-of-Words, Naïve Bayes, LDA, and QDA models. Applied to Iris, SMS Spam Collection, and Phoneme datasets for practical classification tasks. parameter estimation, performance evaluation, feature selection using Mutual Information.

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openqda/user-docs

The user manual / documentation of OpenQDA

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Escapist-007/ML_Projects

The projects are part of the graduate-level course CSE-574 : Introduction to Machine Learning [Spring 2019 @ UB_SUNY] . . . Course Instructor : Mingchen Gao (https://cse.buffalo.edu/~mgao8/)

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mobiiin/statistical-learning

statistical learning course by dr. Mohammad zade at Sharif Uni. of Tech

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dohliam/thematic-analysis

A simple data parser to aid in the process of Qualitative Data Analysis with multimodal data

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Yoonyoung-Cho/HR_Data_predicting_employee_resignition_2019

2019.12.12 개인 프로젝트. 직원의 퇴사를 예측하고 퇴사 이유 및 해결방안 제시

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mtopacio35/STA-135-Project

analysis of PimaIndiansDiabetes dataset in R, utilizing multivariate data techniques of QDA, PCA, factor analysis

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jazaoo13/LDA_QDA_Iris_Dataset

Implementation of LDA and QDA classifiers using the Iris dataset. Includes data normalization, training, testing, and accuracy measurement.

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artdelpi/Projeto2_IA_UnB_2024_1

Análise de resultados obtidos na classificação de dados gerados por IA ou humanos, ao utilizar diferentes algoritmos de classificação supervisionada.

Language: Python - Size: 72.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

itsatefe/Pattern-Recognition

Statistical Pattern Recognition (classic machine learning)

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andersjohansson/orgqda

Qualitative data analysis using org-mode

Language: Emacs Lisp - Size: 793 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 28 - Forks: 2

shahjui2000/ML_codes

Pseudo-Inverse, Gradient-Stochastic-Steepest Descent, Logistic Regression and LDA-QDA

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Chaoukia/Probabilistic-Graphical-Models

Probabilistic graphical models home works (MVA - ENS Cachan)

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martintony4all/Statistical-Machine-Learning

Statistical machine learning

Language: R - Size: 4.16 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

AshutoshGanguly123/Classification-Algorithms

Code for the chapter published in the Statistical learning book by Elsevier publication.

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novinsh/multivariate-project

Sign Language Digit Classification

Language: R - Size: 9.71 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 0

InfiniteCuriosity/An-Introduction-To-Statistical-Learning

Working through all the exercises for An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.

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ShrayanRoy/Bankruptcy-Prediction

Project of a coursework - Multivariate Analysis (M.Stat Semester 2) under the supervision of Prof. Swagata Nandi. (Project Group : Adrija Saha, Shrayan Roy, Sampurna Mondal)

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ViRoLam/EEG_BCI

EEG classification project. Uses a variety of classifiers and methods to parse EEG data.

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AliOsamaHassan/Binary-Classification-Models-On-Skin-Dataset

Binary Classification Models On Skin Dataset

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AhmadBsk/Boiled-egg-problems

Boiled egg problems (Solve with LDA, QDA, Naive Bayes Classifiers, decision tree, pruned decision tree)

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HaleyEgan/Haiti-Earthquake-Disaster-Relief

The goal of this disaster relief project was to test supervised learning algorithms on imagery data collected after the 2010 Haiti earthquake, in order to locate and provide aid to survivors as quickly as possible.

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SujayTalanki/Breast-Cancer-Classification-in-R

In this project, I use several different classification algorithms to predict whether a patient has breast cancer or not. This project uses K-fold cross validation, logistic regression, LDA, QDA, SVM, and model tuning techniques to achieve a 96% accuracy rate. This project was completed via R Markdown and LaTex.

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m-pana/avila

Analysis of the Avila bible dataset from the UCI repository using several machine learning algorithms.

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q-maze/DisasterResponse

Comparison of several different models for identification of refugee locations following the 2010 Haiti Earthquake.

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agn-7/machine_learning_projects

Simple Machine Learning and Data Science projects as tutorials.

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agn-7/gaussian_naive_bayes_classifier

A simple 1-dimensional Gaussian Naïve Bayes Classifier.

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MaxenceGiraud/MachineLearningAlgos

Personal reimplementation of some ML algorithms for learning purposes

Language: Python - Size: 297 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 2

Zauverer/exce_Linear_Discriminant_Analysis

Linear Discriminant Analysis

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swilliamc/Capstone2

Heart Failure Prediction for Harvard University Professional Certificate in Data Science Capstone Project, 2nd Capstone Project using R programming

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lucas26xd/Tests_QDA

Simple test with binary QDA using 1 vs 1. Dataset with three classes.

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Related Keywords
qda 35 lda 22 logistic-regression 13 machine-learning 11 random-forest 7 knn 7 python 7 pca 6 classification 6 linear-regression 6 r 5 svm 5 quadratic-discriminant-analysis 4 naive-bayes 4 svm-classifier 4 data-science 3 knn-classification 3 qualitative-data-analysis 3 naive-bayes-classifier 3 pattern-recognition 2 pandas 2 odel-fitting 2 linear-discriminant-analysis 2 roc-curve 2 text-classification 2 machine-learning-algorithms 2 tensorflow 2 data-analysis 2 ridge-regression 2 classification-algorithm 2 pca-analysis 2 caqdas 2 qualitative 2 qualitative-analysis 2 research 2 decision-tree 2 python3 2 multivariate-analysis 2 supervised-machine-learning 2 regression-models 2 bag-of-words 2 cikit-learn 2 mutual-information 2 gaussian-models 2 mva 1 eeg-analysis 1 eeg-classification 1 keras 1 jupyterlab 1 eeg-data 1 fourier-analysis 1 binary-classification 1 fourier-transform 1 moabb 1 power-spectral-density 1 probabilistic-graphical-models 1 viterbi-algorithm 1 boosting 1 decision-trees 1 glm 1 prunning 1 networks 1 neural 1 clustering-methods 1 lasso-regression 1 model- 1 model-diag 1 model-evaluation 1 non-linear-model 1 polynomial-regression 1 resampling 1 residuals 1 trees 1 bankruptcy-prediction 1 eda 1 factor 1 compressed-sensing 1 convolutional-neural-networks 1 eeg 1 gaussian-process-regression 1 kernels 1 regression 1 reinforcement-learning 1 smo 1 classification-report 1 label-encoding 1 matplotlib 1 seaborn 1 standard-scaler 1 data-analytics 1 data-visualization 1 decision-tree-classifier 1 ensemble-machine-learning 1 ensemble-model 1 exploratory-data-analysis 1 heart-failure 1 lda-model 1 predictive-modeling 1 r-programming 1 matlab 1