V. Mainly for Classification
V. Mainly for Classification
Many scary names of machinery, but very intuitive.
Many scary names of machinery, but very intuitive.
Bayes Classifier
Naive Bayes Classifier
Linear Discriminant Analysis(LDA)
Quadratic Discriminant Analysis(QDA)
An Example of LDA
Formula of QDA classifier
Maximal Margin Classifier
Soft Margin Classifier
Support Vector Machine
Let's see the predictors or features only !!
Compare Unsupervised Learnings
Principal Component Analysis
Principal Components
How to Read PCA
K-Means Clustering
F-test in K-Means Clustering
Algorithm of Hierarchical Clustering
Similarity Measure between Clusters
Pedagogical Example