Review slides 532 – 740 for the following topics:

k-Nearest Neighbors
Decision trees: gini coefficient and information gain
Introduction to random forests
Confusion matrices, misclassification rates
Base line errors and lift

Complete the following exercises:

Exercises 1 – 10 – classification exercises

Complete Concept review 7: introduction to classification in the Assessment tab to complete this lesson