Classification with nearest neighbors

Supervised Learning di R: Klasifikasi

Brett Lantz

Instructor

Classification tasks for driverless cars

Stop Sign

Supervised Learning di R: Klasifikasi

Understanding Nearest Neighbors

Clusters of Road Signs

Supervised Learning di R: Klasifikasi

Measuring similarity with distance

Road Signs in 3D space vs. Color

Euclidean Distance Equation

Supervised Learning di R: Klasifikasi

Applying nearest neighbors in R

library(class)
pred <- knn(training_data, testing_data, training_labels)
Supervised Learning di R: Klasifikasi

Let's practice!

Supervised Learning di R: Klasifikasi

Preparing Video For Download...