svm-pca-lda-r

Solving classification problem by SVM model implementation; Linear transformation techniques application for dimensionality reduction:

• “Unsupervised” PCA (Principal Component Analysis) algorithm
• “Supervised” LDA (Linear Discriminant Analysis) algorithm

Model evaluation showed no incorrect results with PCA and one incorrect result with LDA.