[LDA & QDA] Understanding Linear Discriminant Analysis and Quadratic Discriminant Analysis
Linear Discriminant Analysis(LDA) Linear discriminant analysis(LDA) is to find a linear combination of features that characterizes or separates two ...
Recent posts
[k-NN] Practicing k-Nearest Neighbors classification using cross validation with Python
Understanding k-nearest Neighbors algorithm(k-NN)
[Naïve Bayes] Practicing Gaussian NB(by setting up prior probabilities) with Python
[Naïve Bayes] Practicing Gaussian NB by setting up prior probabilities with Python
[Naïve Bayes] Understanding mathematical concepts of Naïve Bayes classifiers with an example
Understanding Naïve Bayes classifiers Naïve Bayes are a set of supervised learning classification algorithms. Naïve Bayes predict labels of the clas...
[R] Practicing linear regression and decision tree with insurance cost data
Practicing linear regression and decision tree with insurance cost data(from Kaggle) (1) Downloading the data Medical Cost Personal Datasets : https://www....