k-Nearest-Neighbours Classifier

Data base size: 2048
Test set size: 1024
k: 9
Proportion of shapes classified correctly: 0.673828

1. Actual shape: Rhombus
Classified as: Circle II (Incorrect)               9 Nearest-Neighbors:  Circle II, Rhombus II, Rhombus, Circle II, Circle, Circle II, Diamond, Diamond, Rhombus
2. Actual shape: Pentagon
Classified as: Circle (Incorrect)               9 Nearest-Neighbors:  Pentagon, Circle, Circle, Pentagon, Pentagon, Circle, Pentagon, Circle, Square
3. Actual shape: Rhombus II
Classified as: Rhombus II (Correct)               9 Nearest-Neighbors:  Rhombus II, Rhombus II, Diamond, Rhombus II, Rhombus II, Rhombus II, Circle, Circle IV, Pentagon
4. Actual shape: Circle IV
Classified as: Circle III (Incorrect)               9 Nearest-Neighbors:  Circle III, Circle III, Circle IV, Pentagon, Circle III, Circle III, Circle, Square, Circle II
5. Actual shape: Rhombus
Classified as: Circle II (Incorrect)               9 Nearest-Neighbors:  Circle II, Circle II, Circle IV, Circle, Circle, Circle III, Circle II, Circle III, Circle IV
6. Actual shape: Diamond
Classified as: Diamond (Correct)               9 Nearest-Neighbors:  Diamond, Diamond, Diamond, Diamond, Diamond, Diamond, Diamond, Diamond, Circle
7. Actual shape: Pentagon
Classified as: Circle (Incorrect)               9 Nearest-Neighbors:  Pentagon, Circle, Circle, Circle, Circle, Pentagon, Pentagon, Circle, Square
8. Actual shape: Circle
Classified as: Pentagon (Incorrect)               9 Nearest-Neighbors:  Pentagon, Pentagon, Pentagon, Pentagon, Square, Pentagon, Pentagon, Spade, Pentagon
9. Actual shape: Club
Classified as: Spade (Incorrect)               9 Nearest-Neighbors:  Club, Club, Hexagon, Spade, Spade, Spade, Club, Spade, Hexagon
10. Actual shape: Club
Classified as: Club (Correct)               9 Nearest-Neighbors:  Club, Spade, Club, Spade, Club, Circle, Club, Spade, Club
11. Actual shape: Circle IV
Classified as: Circle (Incorrect)               9 Nearest-Neighbors:  Circle, Circle IV, Circle IV, Circle III, Circle II, Circle II, Circle III, Diamond, Circle
12. Actual shape: Rhombus
Classified as: Circle II (Incorrect)               9 Nearest-Neighbors:  Rhombus, Circle II, Circle II, Rhombus, Rhombus, Diamond, Circle II, Circle II, Diamond
13. Actual shape: Circle II
Classified as: Circle II (Correct)               9 Nearest-Neighbors:  Circle II, Circle II, Circle II, Circle II, Circle IV, Circle II, Rhombus, Circle II, Rhombus
14. Actual shape: Pentagon
Classified as: Pentagon (Correct)               9 Nearest-Neighbors:  Pentagon, Pentagon, Pentagon, Heart, Pentagon, Pentagon, Pentagon, Pentagon, Pentagon
15. Actual shape: Hexagon
Classified as: Hexagon (Correct)               9 Nearest-Neighbors:  Hexagon, Heart, Hexagon, Heart, Hexagon, Heart, Hexagon, Spade, Hexagon
16. Actual shape: Triangle
Classified as: Triangle (Correct)               9 Nearest-Neighbors:  Triangle, Triangle, Triangle, Diamond, Triangle, Triangle, Triangle, Circle, Triangle
17. Actual shape: Heart
Classified as: Heart (Correct)               9 Nearest-Neighbors:  Heart, Heart, Heart, Heart, Heart, Hexagon, Square, Heart, Hexagon
18. Actual shape: Triangle
Classified as: Triangle (Correct)               9 Nearest-Neighbors:  Triangle, Triangle, Triangle, Triangle, Triangle, Triangle, Pentagon, Triangle, Triangle
19. Actual shape: Rhombus II
Classified as: Diamond (Incorrect)               9 Nearest-Neighbors:  Diamond, Rhombus II, Diamond, Rhombus II, Diamond, Circle III, Diamond, Triangle, Rhombus II
20. Actual shape: Square
Classified as: Circle (Incorrect)               9 Nearest-Neighbors:  Square, Square, Circle, Square, Circle, Circle, Circle, Pentagon, Pentagon
21. Actual shape: Heart
Classified as: Heart (Correct)               9 Nearest-Neighbors:  Heart, Heart, Heart, Heart, Heart, Heart, Heart, Pentagon, Pentagon
22. Actual shape: Hexagon
Classified as: Hexagon (Correct)               9 Nearest-Neighbors:  Pentagon, Pentagon, Club, Hexagon, Hexagon, Hexagon, Hexagon, Spade, Pentagon
23. Actual shape: Hexagon
Classified as: Hexagon (Correct)               9 Nearest-Neighbors:  Hexagon, Pentagon, Hexagon, Heart, Hexagon, Hexagon, Spade, Hexagon, Hexagon
24. Actual shape: Spade
Classified as: Pentagon (Incorrect)               9 Nearest-Neighbors:  Spade, Pentagon, Pentagon, Pentagon, Hexagon, Club, Hexagon, Club, Club
25. Actual shape: Circle IV
Classified as: Circle III (Incorrect)               9 Nearest-Neighbors:  Circle III, Circle III, Hexagon, Circle IV, Circle IV, Circle III, Circle, Circle II, Circle
26. Actual shape: Circle III
Classified as: Circle III (Correct)               9 Nearest-Neighbors:  Circle III, Circle II, Circle III, Circle III, Circle IV, Circle, Circle II, Circle III, Rhombus III
27. Actual shape: Club
Classified as: Club (Correct)               9 Nearest-Neighbors:  Spade, Club, Club, Club, Club, Spade, Club, Spade, Club
28. Actual shape: Rhombus IV
Classified as: Rhombus IV (Correct)               9 Nearest-Neighbors:  Rhombus IV, Rhombus IV, Rhombus IV, Rhombus IV, Rhombus IV, Rhombus IV, Rhombus IV, Rhombus IV, Rhombus IV
29. Actual shape: Circle II
Classified as: Circle II (Correct)               9 Nearest-Neighbors:  Circle II, Circle II, Circle II, Circle II, Rhombus, Rhombus, Circle II, Rhombus II, Circle
30. Actual shape: Heart
Classified as: Heart (Correct)               9 Nearest-Neighbors:  Heart, Heart, Heart, Heart, Heart, Heart, Heart, Hexagon, Heart
31. Actual shape: Spade
Classified as: Spade (Correct)               9 Nearest-Neighbors:  Spade, Spade, Spade, Hexagon, Spade, Spade, Club, Spade, Spade
32. Actual shape: Hexagon
Classified as: Hexagon (Correct)               9 Nearest-Neighbors:  Pentagon, Hexagon, Hexagon, Hexagon, Hexagon, Hexagon, Spade, Spade, Heart