Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

Implementation of multinomial logisitic regression, Weighted Logistic Regression, Bayesian Logistic Regression, Gaussian Generative Classification and Gaussian Naive Bayes Classification from scratch in MATLAB

Classifying breast cancer using knn, svm , naive bayes and decision trees on Matlab

Naive Bayes classifiers work by correlating the use of tokens (typically words, or sometimes other things), with spam and non-spam e-mails and then using Bayes' theorem to calculate a probability that an email is or is not spam

Breast cancer classification and evaluation of classifiers

First assignment of Machine Learning I, regarding the impelementation of a naive bayes classifier in Matlab

Image processing with Matlab.

Machine Learning by Stanford University Taught by Andrew NG.

Naive Bayes for Spam Filtering!

Machine Learning algorithms in Matlab

This project involved an interrogation of the SVM and Naive-Bayes algorithms with a marine classification data problem posed by Professor Dr. Amber Stubler. Dr. Stubler’s research is concerned with the marine community ecology of kelp and coral reef ecosystems, honing in specifically on Caribbean coral reef recruitment under different sedimentat…

Text Classifier Using with Naive Bayes. Machine Learning

ML classifier for identifying encrypted streaming video traffic.

📊 Final project for MATLAB Programming, Spring 2017, Fudan University

Machine learning script in Matlab to compare Random Forest and Naive Bayes Classifier

Some interesting projects/assignments done in course "Learning From Data"

Replicates all results from the paper: Benvenuti et al. 2018. "Scale-Invariant Visual Capabilities Explained by Topographic Representations of Luminance and Texture in Primate V1". Neuron 1–9. doi:10.1016/J.NEURON.2018.10.020