k-Nearest-Neighbours Classifier

Data base size: 4096
Test set size: 1024
k: 9
Proportion of shapes classified correctly: 0.774414

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