k-Nearest-Neighbours Classifier

Data base size: 8192
Test set size: 1024
k: 9
Proportion of shapes classified correctly: 0.358398

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