This article provides results, graphical plots and analysis of Linear, Logistic Regression, Naive Bayes for three kinds of datasets, namely, (i) Linearly Seperable, (ii) Non-Linearly Seperable and (iii) Banana Data. This article plays a good role for new mentors, academicians and students to understand the process of experimentations and analysis, result presentation in a MachineContinue reading “Some Graphical Comparison and Results (with fitted polynomials) of Naive Bayes, Logistic Regression and Linear Regression”
Tag Archives: logistic regression
Matlab Code for Logistic Regression
% % this is for two class problem for more than two class code changes% % ————-Parameters————-% numIteration =1000; The Number of maximum iterations% % errorBound = 0.0001; This is the permissible error.% The experiments have been done keep in view both the error condition% reached or maximum iteration reached whichever comes first.% % etaContinue reading “Matlab Code for Logistic Regression”
Matlab Linear Regression Sample Code
Three type of datasets have been analyzed for this technique: (1) Linearly separable data(LS) (2) Inseparable data(NLS) (3) Banana data (BD) For a binary classification problem. Split the datasets into 70% training and 30% testing randomly in five folds. This is a old code done as a part of an assignment. Compatibility with newer versionsContinue reading “Matlab Linear Regression Sample Code”
You must be logged in to post a comment.