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AyushGupta51379 / COMP_5331_Project_Fake_News_Detection

Star 19

- Image classification using Deep learning. - Utilizing both frequency and pixel domain information of images. - Implemented MVNN model from a research paper published in 2019 IEEE ICDM. Achieved comparable accuracy to the original model. - Compared with several deep learning models: Pre-trained (VGG-16, VGG-19) and our own implementations of CN…

deep-learning cnn image-classification fake-news cohen-kappa
  • Updated Mar 25, 2023
  • Jupyter Notebook

Ayantika22 / Linear-discriminant-Analysis-LDA-for-Wine-Dataset

Star 8

Linear discriminant Analysis(LDA) for Wine Dataset of Machine Learning

classifier machine-learning jupyter-notebook classification accuracy logistic-regression python-3 support-vector-machine unsupervised-learning decision-tree k-nearest-neighbours linear-discriminant-analysis knn-classification random-forest-classifier gaussian-naive-bayes wine-dataset cohen-kappa
  • Updated Jun 29, 2020
  • Jupyter Notebook

Ayantika22 / PCA-Principle-Component-Analysis-For-Seed-Dataset

Star 5

PCA(Principle Component Analysis) For Seed Dataset in Machine Learning

classifier machine-learning jupyter-notebook classification accuracy logistic-regression python-3 unsupervised-learning support-vector-machines decision-tree-classifier principle-component-analysis random-forest-classifier knn-classifier gaussian-naive-bayes seed-dataset k-nearest-neighbor-classifier dimensionality-reduction-technique cohen-kappa
  • Updated Jun 30, 2020
  • Jupyter Notebook

Ayantika22 / LDA-Linear-Discriminant-Analysis-for-Seed-Dataset

Star 3

LDA(Linear Discriminant Analysis) for Seed Dataset

classifier machine-learning classification accuracy python-3 support-vector-machine jupyter-notebooks unsupervised-learning decision-tree-classifier random-forest-classifier k-nearest-neighbors knn-classifier linear-discriminant-analysis-lda gaussian-naive-bayes seed-dataset logistic-regression-classifier dimensionality-reduction-technique cohen-kappa
  • Updated Jun 30, 2020
  • Jupyter Notebook

Ayantika22 / PCA-Iris-Clustering-Visualization

Star 2

Principle Component Analysis Clustering Visualization for Iris dataset

classifier machine-learning jupyter-notebook python3 pca classification accuracy logistic-regression iris support-vector-machines decision-tree-classifier principle-component-analysis iris-dataset knn-classification random-forest-classifier unsupervised-clustering knn-classifier anaconda3 gaussian-naive-bayes cohen-kappa
  • Updated Jun 29, 2020
  • Jupyter Notebook

Ayantika22 / Kmeans-and-Hierarchical-clustering-for-Seed-dataset

Star 2

Kmeans and Hierarchical clustering for Seed-dataset in Machine Learning

classifier machine-learning jupyter-notebook classification accuracy logistic-regression python-3 support-vector-machine unsupervised-learning decision-tree-classifier kmeans-clustering hierarchical-clustering random-forest-classifier k-nearest-neighbors knn-classifier gaussian-naive-bayes seed-dataset cohen-kappa
  • Updated Jun 30, 2020
  • Jupyter Notebook

Ayantika22 / LDA-Linear-discriminant-Analysis-for-Wine-Dataset

Star 2

LDA(Linear discriminant Analysis) for Wine Dataset in machine learning

classifier machine-learning jupyter-notebook classification accuracy python-3 support-vector-machine decision-tree-classifier k-nearest-neighbours linear-discriminant-analysis random-forest-classifier unsupervised-clustering knn-classifier gaussian-naive-bayes logistic-regression-classifier wine-dataset cohen-kappa
  • Updated Jun 30, 2020
  • Jupyter Notebook
Kmeans-and-Hierarchical-Clustering-Visualization-for-Iris-Dataset

Ayantika22 / Kmeans-and-Hierarchical-Clustering-Visualization-for-Iris-Dataset

Star 1

Kmeans And Hierarchical Clustering Analysis Program for Clustering Visualization using Iris Dataset

unsupervised jupyter-notebook classification accuracy logistic-regression python-3 support-vector-machine clustering-algorithm decision-tree-classifier kmeans-clustering hierarchical-clustering iris-dataset classifiers random-forest-classifier k-nearest-neighbors gaussian-naive-bayes cohen-kappa
  • Updated Jun 29, 2020
  • Jupyter Notebook

MrRaghav / dcu_practicum_2019-20

Star 1

Natural Language Processing (classification and machine translation) codes and analysis done for the year long practicum in Dublin City University (2019-20)

natural-language-processing random-forest text-classification word2vec machine-translation cnn logistic-regression tf-idf fasttext svm-classifier random-walk bleu-score f1-score bi-lstm glove-embeddings sockeye dice-coefficient fasttext-embeddings cohen-kappa min-cut-algorithm
  • Updated Sep 9, 2020

ashish10-aga / tailored-career-prediction

Star 0

A machine learning-based career prediction system that analyzes personality traits (OCEAN model) from CSV data or video interviews to recommend multiple career roles. Supports Random Forest, SVM, KMeans, and facial emotion analysis with DeepFace.

python machine-learning random-forest scikit-learn ocean annotations kappa support-vector-machines fleiss-kappa kmeans-clustering emotion-recognition video-analysis deepface big-five-traits cohen-kappa personality-analysis career-prediction
  • Updated Aug 11, 2025
  • Python

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