moh_ali_square
Mohamed Ali Hefnawy
Recently Published
Finding teen market segments using k-means clustering
Finding teen market segments
Identifying frequently purchased groceries with association rules
Identifying frequently purchased groceries with association rules
Performing OCR with SVMs
This Project is using support vector machine to perform OCR on English letters.
Modeling the strength of concrete with ANNs
Modeling the strength of concrete with artificial neural networks using neuralnet package.
Estimating the quality of wines with the regression trees and model trees
We use rpart and cubist packages to apply regression trees and model trees on wine data set to predict the quality of the wine.
Predicting medical expenses using linear regression
This Model is predicting medical expenses for a group of people using several features/variables/information about the people to estimate and predict their medical expenses, which will allow insurance company to offer them the right package.
Identifying poisonous mushrooms with rule learners
Identifying poisonous mushrooms with rule learners using OneR and RWeka packages
Identifying risky bank loans
Identifying risky bank loans using C5.0 decision trees
Filtering mobile phone spam with Naive Bayes algorithm
This Project is using Naive Bayes algorithm to perform binary classification on SMS messages
Diagnosing breast cancer with the K-NN algorithm
This starting project is showing how to use K-NN to perform a binary classification.