Toy Example Toy Example Toy Example Toy Example Toy Example D 1 - PowerPoint PPT Presentation

Toy Example Toy Example Toy Example Toy Example Toy Example D 1 weak classifiers = vertical or horizontal half-planes

Round 1 Round 1 Round 1 Round 1 Round 1 h 1 D 2 " 1 =0.30 ! =0.42 1

Round 2 Round 2 Round 2 Round 2 Round 2 h 2 D 3 " 2 =0.21 ! =0.65 2

Round 3 Round 3 Round 3 Round 3 Round 3 h 3 " 3 =0.14 ! 3=0.92

Final Classifier Final Classifier Final Classifier Final Classifier Final Classifier H = sign 0.42 + 0.65 + 0.92 final =