confusion matrix

k = 1
predicted: [1 1 0 0 0]
true: [1 0 0 1 1]
confusion matrix:
[[1 1]
 [2 1]]

 k = 2
predicted: [1 1 0 0 0]
true: [1 0 0 1 1]
confusion matrix:
[[1 1]
 [2 1]]

k = 3
predicted: [1 1 0 0 0]
true: [1 0 0 1 1]
confusion matrix:
[[1 1]
 [2 1]]

resultado da classificacao

k: 3
instancia: [20  0  0  1  1  0]
distancias ordenadas: (1.4142135623730951, 1.7320508075688772, 1.7320508075688772, 2.0, 3.3166247903554, 4.47213595499958, 5.0, 8.12403840463596, 9.1104335791443, 10.198039027185569, 15.066519173319364, 18.05547008526779, 20.09975124224178)
k primeiras classes: (1, 0, 1)
classe selecionada: 1

instancia: [22  0  1  0  1  0]
distancias ordenadas: (1.7320508075688772, 2.0, 2.449489742783178, 2.8284271247461903, 3.0, 3.3166247903554, 3.605551275463989, 6.324555320336759, 7.280109889280518, 8.12403840463596, 13.152946437965905, 16.0, 18.110770276274835)
k primeiras classes: (1, 1, 0)
classe selecionada: 1

instancia: [30  0  1  0  0  1]
distancias ordenadas: (0.0, 1.7320508075688772, 2.449489742783178, 5.196152422706632, 5.385164807134504, 6.0, 7.280109889280518, 8.12403840463596, 10.099504938362077, 10.099504938362077, 10.099504938362077, 11.090536506409418, 11.090536506409418)
k primeiras classes: (0, 0, 1)
classe selecionada: 0

instancia: [31  0  0  1  0  1]
distancias ordenadas: (1.7320508075688772, 2.0, 3.0, 4.0, 6.164414002968976, 7.14142842854285, 7.280109889280518, 8.246211251235321, 9.1104335791443, 11.090536506409418, 11.180339887498949, 12.0, 12.165525060596439)
k primeiras classes: (0, 0, 1)
classe selecionada: 0

instancia: [29  1  0  0  0  1]
distancias ordenadas: (1.4142135623730951, 1.7320508075688772, 1.7320508075688772, 4.47213595499958, 5.196152422706632, 6.164414002968976, 6.164414002968976, 9.0, 9.219544457292887, 9.219544457292887, 10.099504938362077, 10.198039027185569, 11.0)
k primeiras classes: (0, 0, 1)
classe selecionada: 0

resultado da classificacao:
[1, 1, 0, 0, 0]
labels originais:
[1, 0, 0, 1, 1]



k: 2
instancia: [20  0  0  1  1  0]
distancias ordenadas: (1.4142135623730951, 1.7320508075688772, 1.7320508075688772, 2.0, 3.3166247903554, 4.47213595499958, 5.0, 8.12403840463596, 9.1104335791443, 10.198039027185569, 15.066519173319364, 18.05547008526779, 20.09975124224178)
k primeiras classes: (1, 0)
classe selecionada: 1

instancia: [22  0  1  0  1  0]
distancias ordenadas: (1.7320508075688772, 2.0, 2.449489742783178, 2.8284271247461903, 3.0, 3.3166247903554, 3.605551275463989, 6.324555320336759, 7.280109889280518, 8.12403840463596, 13.152946437965905, 16.0, 18.110770276274835)
k primeiras classes: (1, 1)
classe selecionada: 1

instancia: [30  0  1  0  0  1]
distancias ordenadas: (0.0, 1.7320508075688772, 2.449489742783178, 5.196152422706632, 5.385164807134504, 6.0, 7.280109889280518, 8.12403840463596, 10.099504938362077, 10.099504938362077, 10.099504938362077, 11.090536506409418, 11.090536506409418)
k primeiras classes: (0, 0)
classe selecionada: 0

instancia: [31  0  0  1  0  1]
distancias ordenadas: (1.7320508075688772, 2.0, 3.0, 4.0, 6.164414002968976, 7.14142842854285, 7.280109889280518, 8.246211251235321, 9.1104335791443, 11.090536506409418, 11.180339887498949, 12.0, 12.165525060596439)
k primeiras classes: (0, 0)
classe selecionada: 0

instancia: [29  1  0  0  0  1]
distancias ordenadas: (1.4142135623730951, 1.7320508075688772, 1.7320508075688772, 4.47213595499958, 5.196152422706632, 6.164414002968976, 6.164414002968976, 9.0, 9.219544457292887, 9.219544457292887, 10.099504938362077, 10.198039027185569, 11.0)
k primeiras classes: (0, 0)
classe selecionada: 0

resultado da classificacao:
[1, 1, 0, 0, 0]
labels originais:
[1, 0, 0, 1, 1]



k: 1
instancia: [20  0  0  1  1  0]
distancias ordenadas: (1.4142135623730951, 1.7320508075688772, 1.7320508075688772, 2.0, 3.3166247903554, 4.47213595499958, 5.0, 8.12403840463596, 9.1104335791443, 10.198039027185569, 15.066519173319364, 18.05547008526779, 20.09975124224178)
k primeiras classes: (1,)
classe selecionada: 1

instancia: [22  0  1  0  1  0]
distancias ordenadas: (1.7320508075688772, 2.0, 2.449489742783178, 2.8284271247461903, 3.0, 3.3166247903554, 3.605551275463989, 6.324555320336759, 7.280109889280518, 8.12403840463596, 13.152946437965905, 16.0, 18.110770276274835)
k primeiras classes: (1,)
classe selecionada: 1

instancia: [30  0  1  0  0  1]
distancias ordenadas: (0.0, 1.7320508075688772, 2.449489742783178, 5.196152422706632, 5.385164807134504, 6.0, 7.280109889280518, 8.12403840463596, 10.099504938362077, 10.099504938362077, 10.099504938362077, 11.090536506409418, 11.090536506409418)
k primeiras classes: (0,)
classe selecionada: 0

instancia: [31  0  0  1  0  1]
distancias ordenadas: (1.7320508075688772, 2.0, 3.0, 4.0, 6.164414002968976, 7.14142842854285, 7.280109889280518, 8.246211251235321, 9.1104335791443, 11.090536506409418, 11.180339887498949, 12.0, 12.165525060596439)
k primeiras classes: (0,)
classe selecionada: 0

instancia: [29  1  0  0  0  1]
distancias ordenadas: (1.4142135623730951, 1.7320508075688772, 1.7320508075688772, 4.47213595499958, 5.196152422706632, 6.164414002968976, 6.164414002968976, 9.0, 9.219544457292887, 9.219544457292887, 10.099504938362077, 10.198039027185569, 11.0)
k primeiras classes: (0,)
classe selecionada: 0

resultado da classificacao:
[1, 1, 0, 0, 0]
labels originais:
[1, 0, 0, 1, 1]