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AyushGupta51379 / COMP_5331_Project_Fake_News_Detection

Star 17

- 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 / 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

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
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

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