confusion-matrix-analysis

There are 0 repository under confusion-matrix-analysis topic.

/ Image-Classification-using-Gaussian-Naive-Bayes-SVM-and-KNN
the code uses KNN, Gaussian Naive Bayes & SVM to classify images. It preprocesses, normalizes data, applies PCA , computes accuracy, precision etc. It evaluates k-NN using Euclidean distance & cosine similarity, visualizing results with line plots, 3D scatter plots, & confusion matrices to demonstrate classifier performance.
cosine-similarity euclidean-distance gaussian-naive-bayes gradient-descent knn principal-component-analysis support-vector-machines data-visualization dimension-reduction image-classification label-encoding confusion-matrix-analysis
Language:Jupyter Notebook 1

/ Image-Classification-using-Gaussian-Naive-Bayes-SVM-and-KNN