k-Nearest-Neighbours Classifier

Data base size: 4096
Test set size: 1024
k: 9
Proportion of shapes classified correctly: 0.303711

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