UC Engineering Data Science & Big Data Analysis Discussion

Overview

Kindly discuss the relative performance and merits of the following classifiers -

Naïve Bayes

Logistic Regression

Decision Trees

KNN

Support Vector Machine

Random Forest

Explain how Dimensionality Reduction helps improve the classifier performance - Compare accuracy of LDA vs PCA techniques for  dimensionality reduction.