Busca Local para o PQA-MO: Resultados do indicador R2

Esses são os resultados da comparação feita utilizando o teste estatístico Kruskal-Wallis. A maneira correta de interpretar a tabela seria "se a célula possui valor <= 0.05, então o algoritmo da linha é melhor que o algoritmo da coluna".

2 objetivos, instâncias estruturadas (reais), 25 vértices

25 vertices, correlacao n75 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 4.74e-04 3.42e-04
PHSII > 0.05 - 2.85e-02 2.28e-02
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n50 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 5.99e-03 2.06e-04
PHSII > 0.05 - 1.69e-03 4.25e-05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n25 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 3.54e-02 3.19e-03
PHSII > 0.05 - > 0.05 4.02e-02
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao 0 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 4.25e-02 5.43e-03 6.07e-06
PHSII > 0.05 - > 0.05 2.49e-03
PAllTPLS > 0.05 > 0.05 - 2.32e-02
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao p25- Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 4.61e-04 > 0.05
PHSII > 0.05 - 1.85e-05 9.16e-03
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 2.84e-02 -

25 vertices, correlacao p50- Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 1.08e-02 3.48e-03
PHSII > 0.05 - > 0.05 4.06e-02
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao p75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 3.21e-03 3.66e-05 1.67e-05
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

2 objetivos, instâncias estruturadas (reais), 50 vértices

50 vertices, correlacao n75 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 5.24e-06 1.96e-12
PHSII > 0.05 - 8.48e-04 1.70e-09
PAllTPLS > 0.05 > 0.05 - 7.21e-04
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao n50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.43e-02 2.09e-09 8.84e-17
PHSII > 0.05 - 2.53e-05 4.96e-12
PAllTPLS > 0.05 > 0.05 - 3.55e-04
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao n25- PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 1.18e-05 1.51e-15
PHSII > 0.05 - 4.35e-06 4.28e-16
PAllTPLS > 0.05 > 0.05 - 1.61e-06
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao 0- PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 3.97e-07 4.98e-13
PHSII > 0.05 - 2.38e-06 4.09e-12
PAllTPLS > 0.05 > 0.05 - 2.11e-03
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao p25- PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 1.37e-07 1.08e-13
PHSII > 0.05 - 1.08e-06 1.19e-12
PAllTPLS > 0.05 > 0.05 - 1.76e-03
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao p50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 2.46e-02 3.14e-07 1.22e-07
PHSII > 0.05 - 5.85e-04 2.83e-04
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao p75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 5.67e-06 1.12e-08
PHSII > 0.05 - 9.77e-07 1.54e-09
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

2 objetivos, instâncias estruturadas (reais), 75 vértices

75 vertices, correlacao n50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.15e-02 2.34e-10 1.06e-24
PHSII > 0.05 - 5.80e-06 6.48e-20
PAllTPLS > 0.05 > 0.05 - 4.33e-10
PLS > 0.05 > 0.05 > 0.05 -

75 vertices, correlacao n25 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 6.40e-09 1.72e-14
PHSII > 0.05 - 1.86e-07 7.22e-13
PAllTPLS > 0.05 > 0.05 - 4.36e-03
PLS > 0.05 > 0.05 > 0.05 -

2 objetivos, instâncias não-estruturadas (uniformes), 25 vértices

25 vertices, correlacao n75 - PHSRoTS e PAllTPLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.14e-12 > 0.05 2.85e-21
PHSII > 0.05 - > 0.05 5.56e-05
PAllTPLS > 0.05 1.67e-12 - 4.15e-21
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 5.48e-17 3.21e-02 6.94e-22
PHSII > 0.05 - > 0.05 1.16e-02
PAllTPLS > 0.05 5.65e-13 - 6.38e-18
PLS > 0.05 > 0.05 > 0.05 -

2 objetivos, instâncias não-estruturadas (uniformes), 50 vértices

50 vertices, correlacao n75 - PAllTPLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 4.60e-20 > 0.05 3.11e-16
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS 2.18e-06 7.64e-30 - 2.21e-26
PLS > 0.05 3.81e-02 > 0.05 -

50 vertices, correlacao n25 - PHSRoTS e PM-TPLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.04e-24 > 0.05 7.46e-20
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 8.31e-24 - 6.58e-19
PLS > 0.05 1.06e-02 > 0.05 -

2 objetivos, instâncias não-estruturadas (uniformes), 75 vértices

75 vertices, correlacao n75 - PAllTPLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 3.49e-17 > 0.05 4.90e-27
PHSII > 0.05 - > 0.05 3.42e-06
PAllTPLS 2.33e-12 6.37e-33 - 7.60e-41
PLS > 0.05 > 0.05 > 0.05 -

75 vertices, correlacao n50 - PAllTPLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.06e-27 > 0.05 5.20e-17
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS 2.72e-12 2.54e-41 - 1.01e-32
PLS > 0.05 6.05e-07 > 0.05 -

75 vertices, correlacao n25 - PAllTPLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 2.24e-25 > 0.05 2.99e-17
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS 7.97e-12 3.94e-39 - 1.60e-32
PLS > 0.05 9.16e-05 > 0.05 -

3 objetivos, instâncias estruturadas (reais), 25 vértices

25 vertices, correlacao n75 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 2.05e-02 1.04e-05
PHSII > 0.05 - > 0.05 5.43e-04
PAllTPLS > 0.05 > 0.05 - 3.07e-03
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n50 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 5.69e-04 1.67e-08
PHSII > 0.05 - 5.41e-03 1.68e-07
PAllTPLS > 0.05 > 0.05 - 2.69e-04
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 2.14e-02 4.75e-05 9.62e-10
PHSII > 0.05 - 1.10e-02 2.00e-07
PAllTPLS > 0.05 > 0.05 - 1.42e-04
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao 0 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 3.10e-02 1.44e-06
PHSII > 0.05 - 2.20e-02 9.20e-07
PAllTPLS > 0.05 > 0.05 - 2.83e-04
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao p25 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 5.85e-03 8.01e-05
PHSII > 0.05 - 2.04e-02 3.55e-04
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao p50 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 9.84e-03 3.58e-07
PHSII > 0.05 - > 0.05 6.48e-06
PAllTPLS > 0.05 > 0.05 - 2.92e-04
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao p75 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 1.42e-04 1.55e-08
PHSII > 0.05 - 4.03e-04 4.20e-08
PAllTPLS > 0.05 > 0.05 - 9.85e-04
PLS > 0.05 > 0.05 > 0.05 -

3 objetivos, instâncias estruturadas (reais), 50 vértices

50 vertices, correlacao n75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.10e-02 3.10e-04 3.28e-09
PHSII > 0.05 - > 0.05 1.76e-06
PAllTPLS > 0.05 > 0.05 - 8.61e-05
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao n50 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 > 0.05 1.49e-06
PHSII > 0.05 - > 0.05 1.78e-05
PAllTPLS > 0.05 > 0.05 - 5.84e-05
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao n25 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 3.49e-02 9.50e-07
PHSII > 0.05 - > 0.05 2.30e-06
PAllTPLS > 0.05 > 0.05 - 1.61e-04
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao 0 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 2.22e-02 4.41e-07
PHSII > 0.05 - > 0.05 4.58e-06
PAllTPLS > 0.05 > 0.05 - 1.34e-04
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao p25 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 > 0.05 7.86e-07
PHSII > 0.05 - > 0.05 5.55e-05
PAllTPLS > 0.05 > 0.05 - 2.07e-05
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao p50 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 4.54e-04 1.53e-08
PHSII > 0.05 - 1.58e-03 5.24e-08
PAllTPLS > 0.05 > 0.05 - 3.10e-04
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao p75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 3.50e-02 2.08e-02 1.42e-07
PHSII > 0.05 - > 0.05 2.29e-05
PAllTPLS > 0.05 > 0.05 - 4.55e-05
PLS > 0.05 > 0.05 > 0.05 -

3 objetivos, instâncias não-estruturadas (uniformes), 25 vértices

25 vertices, correlacao n75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 9.78e-14 2.21e-07 3.46e-18
PHSII > 0.05 - > 0.05 2.21e-07
PAllTPLS > 0.05 2.21e-07 - 9.78e-14
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 2.32e-09 5.14e-03 1.18e-13
PHSII > 0.05 - > 0.05 3.77e-05
PAllTPLS > 0.05 2.88e-06 - 3.04e-11
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n25 - PHSRoTS e PAllTPLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.37e-07 > 0.05 7.13e-12
PHSII > 0.05 - > 0.05 1.32e-04
PAllTPLS > 0.05 1.56e-06 - 5.09e-11
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao 0 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.23e-11 3.55e-03 5.54e-09
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 1.03e-08 - 1.15e-05
PLS > 0.05 6.43e-03 > 0.05 -

25 vertices, correlacao p25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 7.52e-12 1.63e-04 8.76e-08
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 1.20e-07 - 4.69e-03
PLS > 0.05 2.24e-04 > 0.05 -

3 objetivos, instâncias não-estruturadas (uniformes), 50 vértices

50 vertices, correlacao n75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 5.04e-10 1.18e-03 2.43e-14
PHSII > 0.05 - > 0.05 2.01e-05
PAllTPLS > 0.05 2.53e-06 - 1.67e-11
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao n50 - PHSRoTS e PAllTPLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 6.90e-07 > 0.05 2.98e-11
PHSII > 0.05 - > 0.05 1.55e-04
PAllTPLS > 0.05 4.89e-07 - 2.26e-11
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao n25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 5.56e-09 1.17e-02 2.91e-13
PHSII > 0.05 - > 0.05 5.23e-05
PAllTPLS > 0.05 2.91e-06 - 3.98e-11
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao 0 - PAllTPLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.85e-06 > 0.05 6.74e-12
PHSII > 0.05 - > 0.05 8.62e-06
PAllTPLS 1.88e-04 7.81e-11 - 3.51e-15
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao p25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 4.39e-13 1.69e-02 8.31e-09
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 4.41e-11 - 2.87e-06
PLS > 0.05 6.02e-05 > 0.05 -
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