多标记(multi-label)学习和Mulan

      概念澄清:

      传统的单标签分类（中国也有翻译成单标记，不过我个人认为还是应该翻译成一个名词）学习是从一个只属于一个标签l的样本集合中学习，其中每一个标签属于一个互斥的标签集合L,|L| > 1。

在多标签分类中，每个样本属于一个L样本集合的一个子集。

      多标记:

    在过去，多标签分类由文本分类和医学分析而产生和推动的。现在，我们发现现代的许多应用对多标签分类方法需求持续增长，比如蛋白质分类，音乐归类，语义场景分类，尤其是在图像中用的最多，比如一个图片即属于“蓝天”，又属于“海滩”。

      Machine Learning&Knowledge Discovery Group

    

      已有人开发与weka兼容的代码mulan: http://mulan.sourceforge.net/

 

    

      分析:

     

@relation MultiLabelExample

@attribute feature1 numeric
@attribute feature2 numeric
@attribute feature3 numeric
@attribute label1 {0, 1}
@attribute label2 {0, 1}
@attribute label3 {0, 1}
@attribute label4 {0, 1}
@attribute label5 {0, 1}

@data
2.3,5.6,1.4,0,1,1,0,0

 

    从Mulan的文件格式可以看出，@data数据中后面5个值中可以看出该record具有label2，label3标记

不具有label1、label4以及label5标记

 

    

     To Do:

     1、关于mulan如何分类(包含层次分类)、排名、以及分类和排名的结合问题需要还没有理清

    

     2、mulan的输出结果中关于排名是怎么定义的?

    

     3、如何根据输出结果进行改善?

     

Fold 1/10
Fold 2/10
Fold 3/10
Fold 4/10
Fold 5/10
Fold 6/10
Fold 7/10
Fold 8/10
Fold 9/10
Fold 10/10
Hamming Loss: 0.2178±0.0255
Subset Accuracy: 0.2478±0.0486
Example-Based Precision: NaN±NaN
Example-Based Recall: 0.6273±0.0601
Example-Based F Measure: NaN±NaN
Example-Based Accuracy: 0.5098±0.0501
Micro-averaged Precision: 0.6572±0.0517
Micro-averaged Recall: 0.6260±0.0548
Micro-averaged F-Measure: 0.6407±0.0501
Macro-averaged Precision: 0.6509±0.0600
Macro-averaged Recall: 0.6144±0.0538
Macro-averaged F-Measure: 0.6230±0.0565
Average Precision: 0.7762±0.0406
Coverage: 1.9414±0.1698
OneError: 0.3120±0.0724
IsError: 0.5297±0.0689
ErrorSetSize: 1.3575±0.2418
Ranking Loss: 0.1891±0.0359
Mean Average Precision: 0.6918±0.0505
Micro-averaged AUC: 0.8269±0.0261
Macro-averaged AUC: 0.8104±0.0272

Fold 1/10
Fold 2/10
Fold 3/10
Fold 4/10
Fold 5/10
Fold 6/10
Fold 7/10
Fold 8/10
Fold 9/10
Fold 10/10
Hamming Loss: 0.1951±0.0243
Subset Accuracy: 0.2831±0.0538
Example-Based Precision: NaN±NaN
Example-Based Recall: 0.6050±0.0578
Example-Based F Measure: NaN±NaN
Example-Based Accuracy: 0.5326±0.0515
Micro-averaged Precision: 0.7242±0.0571
Micro-averaged Recall: 0.6087±0.0505
Micro-averaged F-Measure: 0.6598±0.0423
Macro-averaged Precision: 0.7330±0.0692
Macro-averaged Recall: 0.5922±0.0425
Macro-averaged F-Measure: 0.6243±0.0413
Average Precision: 0.7965±0.0406
Coverage: 1.7884±0.1634
OneError: 0.2835±0.0740
IsError: 0.5028±0.0815
ErrorSetSize: 1.1443±0.2128
Ranking Loss: 0.1633±0.0320
Mean Average Precision: 0.7271±0.0426
Micro-averaged AUC: 0.8590±0.0235
Macro-averaged AUC: 0.8396±0.0301

   

   

Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, true, false, false, false, true] Confidences: [0.16666666666666666, 0.8, 0.0, 0.0, 0.0, 0.8] Ranking: [3, 2, 6, 5, 4, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.14285714285714285, 0.0, 0.0] Ranking: [6, 5, 1, 2, 4, 3]
Bipartion: [false, false, false, true, false, false] Confidences: [0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.6, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 1.0] Ranking: [6, 5, 2, 4, 3, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 0.8, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 1.0, 0.14285714285714285, 0.0, 0.0] Ranking: [6, 2, 1, 3, 5, 4]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, false, false, true, false] Confidences: [0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.6666666666666666, 0.2] Ranking: [6, 5, 4, 3, 1, 2]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2] Ranking: [6, 1, 2, 4, 5, 3]
Bipartion: [false, false, false, false, true, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.8333333333333334, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, true, false, false, false, false] Confidences: [0.16666666666666666, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.14285714285714285, 0.0, 0.0, 0.0] Ranking: [6, 1, 2, 5, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.7142857142857143, 0.0, 0.16666666666666666, 1.0] Ranking: [4, 6, 2, 5, 3, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [true, true, false, false, false, true] Confidences: [0.8333333333333334, 1.0, 0.14285714285714285, 0.0, 0.0, 0.8] Ranking: [2, 1, 4, 6, 5, 3]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.2] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 5, 1, 4, 2, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.6] Ranking: [6, 5, 2, 4, 3, 1]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 0.8571428571428571, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 0.8, 0.0, 0.0, 0.16666666666666666, 0.0] Ranking: [1, 2, 6, 5, 3, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.16666666666666666, 0.2, 0.8571428571428571, 1.0, 1.0, 0.0] Ranking: [5, 4, 3, 2, 1, 6]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 0.6, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [true, false, false, false, true, false] Confidences: [1.0, 0.0, 0.0, 0.0, 1.0, 0.2] Ranking: [2, 6, 5, 4, 1, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 0.8571428571428571, 0.0, 0.0, 0.2] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 0.8, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.16666666666666666, 1.0, 0.7142857142857143, 0.0, 0.16666666666666666, 0.0] Ranking: [4, 1, 2, 6, 3, 5]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 0.8571428571428571, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 2, 1, 5, 3, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [0.6666666666666666, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, false, true, true] Confidences: [0.0, 0.2, 0.7142857142857143, 0.0, 0.6666666666666666, 0.6] Ranking: [6, 4, 1, 5, 2, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.2, 0.8571428571428571, 1.0, 1.0, 0.0] Ranking: [6, 4, 3, 2, 1, 5]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.6666666666666666, 0.0] Ranking: [6, 5, 1, 4, 2, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [0.8333333333333334, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, false, false, true, false] Confidences: [0.3333333333333333, 0.4, 0.0, 0.0, 0.5, 0.4] Ranking: [4, 3, 6, 5, 1, 2]
Bipartion: [false, false, false, false, true, true] Confidences: [0.0, 0.2, 0.0, 0.0, 1.0, 0.8] Ranking: [6, 3, 5, 4, 1, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 0.8571428571428571, 0.16666666666666666, 0.0] Ranking: [6, 5, 1, 2, 3, 4]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.0, 0.14285714285714285, 0.0, 0.16666666666666666, 1.0] Ranking: [2, 6, 4, 5, 3, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, false, false, true, false] Confidences: [0.0, 0.2, 0.0, 0.0, 0.8333333333333334, 0.4] Ranking: [6, 3, 5, 4, 1, 2]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.14285714285714285, 0.0, 0.0, 0.6] Ranking: [2, 6, 3, 5, 4, 1]
Bipartion: [true, true, true, false, false, false] Confidences: [0.8333333333333334, 0.8, 1.0, 0.0, 0.0, 0.0] Ranking: [2, 3, 1, 6, 5, 4]
Bipartion: [true, false, true, false, false, false] Confidences: [0.6666666666666666, 0.2, 0.7142857142857143, 0.0, 0.16666666666666666, 0.0] Ranking: [2, 3, 1, 6, 4, 5]
Bipartion: [false, false, true, false, true, true] Confidences: [0.16666666666666666, 0.2, 1.0, 0.0, 0.6666666666666666, 0.6] Ranking: [5, 4, 1, 6, 2, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.14285714285714285, 0.0, 0.16666666666666666, 0.8] Ranking: [6, 5, 3, 4, 2, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.14285714285714285, 0.14285714285714285, 0.16666666666666666, 0.8] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, false, false, false, false, false] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.16666666666666666, 0.2] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 0.8571428571428571, 0.16666666666666666, 0.0] Ranking: [6, 5, 1, 2, 3, 4]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, true, false, false, false, true] Confidences: [0.0, 0.8, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [false, false, false, false, true, false] Confidences: [0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8333333333333334, 0.0] Ranking: [6, 5, 2, 3, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 0.8571428571428571, 0.0, 0.0, 0.0] Ranking: [6, 1, 2, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.2, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 4, 3, 2, 1, 5]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [0.8333333333333334, 0.6, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.16666666666666666, 0.8] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, false, false, true, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.8333333333333334, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.4, 0.8571428571428571, 0.7142857142857143, 0.3333333333333333, 0.0] Ranking: [6, 3, 1, 2, 4, 5]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.14285714285714285, 0.0, 0.0] Ranking: [6, 2, 1, 3, 5, 4]
Bipartion: [true, true, false, false, false, true] Confidences: [1.0, 0.8, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 3, 6, 5, 4, 1]
Bipartion: [false, false, true, false, true, false] Confidences: [0.16666666666666666, 0.0, 0.7142857142857143, 0.0, 0.8333333333333334, 0.0] Ranking: [3, 6, 2, 5, 1, 4]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, true, false, false, true] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.8] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.2, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 3, 6, 5, 4, 1]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0] Ranking: [1, 6, 2, 5, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [0.6666666666666666, 0.6, 0.2857142857142857, 0.0, 0.3333333333333333, 0.2] Ranking: [1, 2, 4, 6, 3, 5]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, false, true, true] Confidences: [0.0, 0.0, 0.14285714285714285, 0.0, 0.8333333333333334, 0.8] Ranking: [6, 5, 3, 4, 1, 2]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.2, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, true, true, true, false, false] Confidences: [0.0, 0.8, 0.8571428571428571, 1.0, 0.0, 0.0] Ranking: [6, 3, 2, 1, 5, 4]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 0.7142857142857143, 0.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.2, 0.14285714285714285, 0.8571428571428571, 1.0, 0.0] Ranking: [6, 3, 4, 2, 1, 5]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.0, 0.0, 0.0, 0.6] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.2, 0.0, 0.0, 0.0, 1.0] Ranking: [3, 2, 6, 5, 4, 1]
Bipartion: [false, false, false, false, true, false] Confidences: [0.3333333333333333, 0.0, 0.42857142857142855, 0.0, 0.8333333333333334, 0.2] Ranking: [3, 6, 2, 5, 1, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, false, true, false] Confidences: [0.16666666666666666, 0.0, 0.8571428571428571, 0.0, 0.8333333333333334, 0.2] Ranking: [4, 6, 1, 5, 2, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.2, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 4, 3, 2, 1, 5]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.3333333333333333, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.4, 0.0, 0.14285714285714285, 0.16666666666666666, 0.6] Ranking: [1, 3, 6, 5, 4, 2]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 5, 1, 4, 2, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 2, 1, 5, 3, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 0.8, 0.0, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 1, 5, 4, 2, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.16666666666666666, 0.8, 0.8571428571428571, 0.2857142857142857, 0.0, 0.0] Ranking: [4, 2, 1, 3, 6, 5]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.6] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 0.8, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [false, false, false, false, true, false] Confidences: [0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.6666666666666666, 0.2] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [true, true, true, false, false, false] Confidences: [0.8333333333333334, 0.8, 1.0, 0.0, 0.0, 0.0] Ranking: [2, 3, 1, 6, 5, 4]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.2, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 1, 4, 2, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.2] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, false, true, false, false] Confidences: [0.16666666666666666, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0] Ranking: [2, 6, 3, 1, 5, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.6] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, false, false, true, false] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.5, 0.0] Ranking: [2, 6, 5, 4, 1, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 0.7142857142857143, 0.6666666666666666, 0.0] Ranking: [6, 5, 1, 2, 3, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.2, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 3, 5, 2, 1, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, true, true, true, false, false] Confidences: [0.0, 1.0, 0.8571428571428571, 1.0, 0.16666666666666666, 0.0] Ranking: [6, 2, 3, 1, 4, 5]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.2, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 3, 6, 5, 4, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [0.8333333333333334, 0.6, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 2, 1, 5, 3, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [false, true, false, false, false, false] Confidences: [0.16666666666666666, 0.8, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 0.8571428571428571, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.16666666666666666, 0.0, 0.7142857142857143, 0.8571428571428571, 0.6666666666666666, 0.0] Ranking: [4, 6, 2, 1, 3, 5]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [0.6666666666666666, 0.0, 0.14285714285714285, 0.0, 0.0, 1.0] Ranking: [2, 6, 3, 5, 4, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [0.6666666666666666, 0.8, 0.2857142857142857, 0.0, 0.0, 0.0] Ranking: [2, 1, 3, 6, 5, 4]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, true, true, false, false, false] Confidences: [1.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [3, 2, 1, 6, 5, 4]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, true, false, false] Confidences: [0.0, 0.0, 0.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 4, 1, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, true, true, false, false, false] Confidences: [0.6666666666666666, 0.8, 0.8571428571428571, 0.0, 0.0, 0.0] Ranking: [3, 2, 1, 6, 5, 4]
Bipartion: [false, true, false, true, false, false] Confidences: [0.0, 0.8, 0.14285714285714285, 0.8571428571428571, 0.16666666666666666, 0.0] Ranking: [6, 2, 4, 1, 3, 5]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.16666666666666666, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [0.8333333333333334, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.14285714285714285, 0.0, 0.16666666666666666, 0.0] Ranking: [2, 1, 4, 6, 3, 5]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.2, 0.14285714285714285, 0.0, 0.0, 1.0] Ranking: [2, 3, 4, 6, 5, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.0, 0.0, 0.14285714285714285, 0.0, 1.0] Ranking: [2, 6, 5, 3, 4, 1]
Bipartion: [false, true, true, true, false, false] Confidences: [0.0, 0.8, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 3, 2, 1, 5, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.2, 1.0, 0.5714285714285714, 0.0, 0.0] Ranking: [6, 3, 1, 2, 5, 4]
Bipartion: [false, false, false, false, true, true] Confidences: [0.0, 0.0, 0.0, 0.0, 1.0, 0.8] Ranking: [6, 5, 4, 3, 1, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 0.8571428571428571, 1.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.2, 0.0, 0.0, 0.16666666666666666, 0.0] Ranking: [1, 2, 6, 5, 3, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.14285714285714285, 0.0, 0.0, 0.8] Ranking: [6, 2, 3, 5, 4, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [0.6666666666666666, 1.0, 0.14285714285714285, 0.0, 0.0, 0.0] Ranking: [2, 1, 3, 6, 5, 4]
Bipartion: [true, false, true, false, false, false] Confidences: [1.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0] Ranking: [1, 6, 2, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 0.8571428571428571, 1.0, 0.16666666666666666, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, false, false, true, true] Confidences: [0.0, 0.0, 0.0, 0.0, 1.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [false, false, false, false, true, false] Confidences: [0.16666666666666666, 0.4, 0.14285714285714285, 0.42857142857142855, 0.8333333333333334, 0.0] Ranking: [4, 3, 5, 2, 1, 6]
Bipartion: [false, false, true, true, false, true] Confidences: [0.0, 0.0, 1.0, 0.7142857142857143, 0.16666666666666666, 0.6] Ranking: [6, 5, 1, 2, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, true, false] Confidences: [0.8333333333333334, 0.2, 0.0, 0.0, 1.0, 0.0] Ranking: [2, 3, 6, 5, 1, 4]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 0.8571428571428571, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.14285714285714285, 1.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 3, 1, 2, 4]
Bipartion: [true, false, false, false, true, false] Confidences: [1.0, 0.2, 0.14285714285714285, 0.0, 0.6666666666666666, 0.2] Ranking: [1, 4, 5, 6, 2, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0] Ranking: [2, 6, 4, 3, 5, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [0.6666666666666666, 1.0, 0.14285714285714285, 0.0, 0.16666666666666666, 0.2] Ranking: [2, 1, 5, 6, 4, 3]
Bipartion: [true, false, false, false, true, true] Confidences: [1.0, 0.2, 0.0, 0.0, 0.6666666666666666, 0.6] Ranking: [1, 4, 6, 5, 2, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 0.8571428571428571, 0.0, 0.0] Ranking: [6, 5, 1, 2, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0] Ranking: [6, 5, 1, 2, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 0.8571428571428571, 0.0, 0.0] Ranking: [6, 5, 1, 2, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [false, false, false, true, false, false] Confidences: [0.0, 0.0, 0.0, 1.0, 0.3333333333333333, 0.0] Ranking: [6, 5, 4, 1, 2, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 0.8571428571428571, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.8] Ranking: [1, 6, 3, 5, 4, 2]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.14285714285714285, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [0.8333333333333334, 0.6, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0] Ranking: [1, 6, 5, 2, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.2, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 3, 6, 5, 4, 2]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.8] Ranking: [6, 5, 2, 4, 3, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 0.8571428571428571, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.16666666666666666, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [false, false, false, true, false, false] Confidences: [0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.2] Ranking: [6, 5, 4, 1, 3, 2]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.8] Ranking: [6, 5, 2, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.2, 1.0, 0.8571428571428571, 1.0, 0.0] Ranking: [6, 4, 2, 3, 1, 5]
Bipartion: [false, false, false, false, true, false] Confidences: [0.3333333333333333, 0.2, 0.14285714285714285, 0.0, 0.6666666666666666, 0.0] Ranking: [2, 3, 4, 6, 1, 5]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 1.0, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 2, 1, 5, 3, 4]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0] Ranking: [6, 5, 1, 2, 4, 3]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.3333333333333333, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, false, true, false] Confidences: [0.16666666666666666, 0.0, 0.7142857142857143, 0.0, 0.6666666666666666, 0.0] Ranking: [3, 6, 1, 5, 2, 4]
Bipartion: [false, true, false, false, false, false] Confidences: [0.3333333333333333, 0.8, 0.0, 0.0, 0.3333333333333333, 0.0] Ranking: [3, 1, 6, 5, 2, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.3333333333333333, 0.8, 1.0, 0.2857142857142857, 0.16666666666666666, 0.0] Ranking: [3, 2, 1, 4, 5, 6]
Bipartion: [true, true, true, false, false, false] Confidences: [0.8333333333333334, 1.0, 0.8571428571428571, 0.0, 0.0, 0.0] Ranking: [3, 1, 2, 6, 5, 4]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [false, false, true, true, false, false] Confidences: [0.16666666666666666, 0.2, 1.0, 0.7142857142857143, 0.16666666666666666, 0.0] Ranking: [5, 3, 1, 2, 4, 6]
Bipartion: [false, true, false, false, false, true] Confidences: [0.16666666666666666, 0.8, 0.0, 0.0, 0.16666666666666666, 1.0] Ranking: [4, 2, 6, 5, 3, 1]
Bipartion: [true, true, true, false, false, false] Confidences: [0.8333333333333334, 0.8, 0.5714285714285714, 0.0, 0.0, 0.0] Ranking: [1, 2, 3, 6, 5, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.16666666666666666, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [true, true, false, false, false, true] Confidences: [1.0, 0.8, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 3, 6, 5, 4, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0] Ranking: [1, 6, 2, 5, 4, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.2, 0.7142857142857143, 0.8571428571428571, 0.0, 0.0] Ranking: [6, 3, 2, 1, 5, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.16666666666666666, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.2] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.16666666666666666, 1.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0] Ranking: [3, 1, 2, 4, 6, 5]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.2] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.14285714285714285, 1.0, 1.0, 0.4] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.16666666666666666, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0] Ranking: [2, 6, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 0.8, 0.0, 0.14285714285714285, 0.0, 0.0] Ranking: [6, 1, 5, 2, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 4, 1, 2, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.2, 0.14285714285714285, 1.0, 1.0, 0.0] Ranking: [6, 3, 4, 2, 1, 5]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, false, true, false] Confidences: [0.0, 0.0, 0.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 4, 3, 1, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, false, true, false] Confidences: [0.0, 0.0, 0.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 4, 3, 1, 2]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.8333333333333334, 0.0] Ranking: [6, 5, 2, 3, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, false, true, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.8333333333333334, 1.0] Ranking: [3, 6, 5, 4, 2, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, true, false, false] Confidences: [0.0, 1.0, 1.0, 0.8571428571428571, 0.16666666666666666, 0.0] Ranking: [6, 2, 1, 3, 4, 5]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.14285714285714285, 0.0, 0.0, 0.0] Ranking: [2, 1, 3, 6, 5, 4]
Bipartion: [true, false, false, false, true, true] Confidences: [1.0, 0.0, 0.0, 0.0, 1.0, 1.0] Ranking: [3, 6, 5, 4, 2, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 0.8571428571428571, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 5, 1, 4, 2, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.4, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8] Ranking: [1, 3, 5, 4, 6, 2]
Bipartion: [false, false, true, false, true, false] Confidences: [0.16666666666666666, 0.0, 1.0, 0.42857142857142855, 0.8333333333333334, 0.0] Ranking: [4, 6, 1, 3, 2, 5]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [true, false, false, false, true, false] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.8333333333333334, 0.0] Ranking: [2, 6, 5, 4, 1, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, true, true, false] Confidences: [0.16666666666666666, 0.2, 0.8571428571428571, 1.0, 1.0, 0.0] Ranking: [5, 4, 3, 2, 1, 6]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.16666666666666666, 0.8] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.2] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, false, true, true] Confidences: [0.0, 0.0, 0.0, 0.0, 1.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [0.8333333333333334, 1.0, 0.42857142857142855, 0.0, 0.0, 0.0] Ranking: [2, 1, 3, 6, 5, 4]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, true, false, false, false, true] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.14285714285714285, 0.0, 0.0, 1.0] Ranking: [2, 6, 3, 5, 4, 1]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.2, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 3, 2, 5, 1, 4]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.14285714285714285, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 0.8571428571428571, 0.8333333333333334, 0.0] Ranking: [6, 5, 1, 2, 3, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 1, 5, 4, 2, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.14285714285714285, 1.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 3, 1, 2, 4]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [true, true, false, false, false, true] Confidences: [0.6666666666666666, 0.6, 0.0, 0.0, 0.16666666666666666, 1.0] Ranking: [2, 3, 6, 5, 4, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [0.8333333333333334, 0.8, 0.14285714285714285, 0.0, 0.0, 0.0] Ranking: [1, 2, 3, 6, 5, 4]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 0.8, 0.0, 0.0, 0.0, 0.4] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.6666666666666666, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [true, true, true, false, false, false] Confidences: [1.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [3, 2, 1, 6, 5, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 0.8571428571428571, 0.0, 0.0, 0.0] Ranking: [6, 1, 2, 5, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, true, false, false, false, true] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 2, 5, 4, 3, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 0.8571428571428571, 1.0, 0.16666666666666666, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 1.0, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.2, 0.14285714285714285, 0.0, 0.0, 0.6] Ranking: [6, 2, 3, 5, 4, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, false, true, false] Confidences: [0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.5, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, true, false] Confidences: [1.0, 0.2, 0.0, 0.14285714285714285, 0.6666666666666666, 0.0] Ranking: [1, 3, 6, 4, 2, 5]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.14285714285714285, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.2857142857142857, 0.0, 0.16666666666666666, 1.0] Ranking: [6, 5, 2, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, false, false, true, true] Confidences: [0.0, 0.0, 0.14285714285714285, 0.0, 1.0, 0.8] Ranking: [6, 5, 3, 4, 1, 2]
Bipartion: [false, true, false, false, false, false] Confidences: [0.16666666666666666, 0.8, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.14285714285714285, 1.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 3, 1, 2, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 0.8571428571428571, 0.0, 0.0, 0.4] Ranking: [6, 1, 2, 5, 4, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.2857142857142857, 0.0, 0.0] Ranking: [6, 5, 1, 2, 4, 3]
Bipartion: [true, true, true, false, false, false] Confidences: [1.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [3, 2, 1, 6, 5, 4]
Bipartion: [false, false, false, false, true, false] Confidences: [0.16666666666666666, 0.0, 0.14285714285714285, 0.14285714285714285, 0.6666666666666666, 0.2] Ranking: [3, 6, 5, 4, 1, 2]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 0.8, 0.0, 0.0, 0.0, 0.2] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.14285714285714285, 0.0, 0.0] Ranking: [6, 5, 1, 2, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, true, false, true, false] Confidences: [0.16666666666666666, 0.2, 1.0, 0.0, 0.8333333333333334, 0.0] Ranking: [4, 3, 1, 6, 2, 5]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.16666666666666666, 0.0, 1.0, 0.8571428571428571, 1.0, 0.0] Ranking: [4, 6, 2, 3, 1, 5]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 0.8571428571428571, 0.0, 0.0, 0.0] Ranking: [6, 1, 2, 5, 4, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.16666666666666666, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [3, 6, 2, 1, 5, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 0.8333333333333334, 0.2] Ranking: [6, 5, 4, 1, 2, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 0.8571428571428571, 0.0, 0.0, 0.2] Ranking: [6, 1, 2, 5, 4, 3]
Bipartion: [false, false, true, false, false, true] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.8] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 5, 1, 4, 2, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 0.8, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 0.8571428571428571, 0.0, 0.0, 0.2] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [true, false, false, false, false, false] Confidences: [0.6666666666666666, 0.2, 0.0, 0.0, 0.0, 0.0] Ranking: [1, 2, 6, 5, 4, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 0.8571428571428571, 0.16666666666666666, 0.2] Ranking: [6, 5, 1, 2, 4, 3]
Bipartion: [false, false, false, false, false, true] Confidences: [0.16666666666666666, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [true, false, false, false, false, false] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.0, 0.2] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.2, 0.14285714285714285, 1.0, 1.0, 0.0] Ranking: [6, 3, 4, 2, 1, 5]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.0, 0.0] Ranking: [6, 5, 2, 1, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.6, 1.0, 0.14285714285714285, 0.16666666666666666, 0.0] Ranking: [6, 2, 1, 4, 3, 5]
Bipartion: [true, false, false, false, true, true] Confidences: [0.8333333333333334, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [true, true, false, false, false, true] Confidences: [0.8333333333333334, 1.0, 0.0, 0.0, 0.0, 1.0] Ranking: [3, 2, 6, 5, 4, 1]
Bipartion: [false, false, false, false, true, false] Confidences: [0.0, 0.0, 0.14285714285714285, 0.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 2, 4, 1, 3]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [true, true, false, false, false, true] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.8] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.14285714285714285, 0.0, 0.0, 0.0] Ranking: [2, 1, 3, 6, 5, 4]
Bipartion: [false, false, false, false, false, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, true, false, false, false, false] Confidences: [0.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [6, 1, 5, 4, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, false, false, true, true] Confidences: [0.16666666666666666, 0.4, 0.14285714285714285, 0.14285714285714285, 0.8333333333333334, 0.6] Ranking: [4, 3, 6, 5, 1, 2]
Bipartion: [false, false, false, false, true, true] Confidences: [0.0, 0.0, 0.0, 0.0, 0.8333333333333334, 0.8] Ranking: [6, 5, 4, 3, 1, 2]
Bipartion: [true, false, false, false, false, false] Confidences: [1.0, 0.4, 0.14285714285714285, 0.0, 0.0, 0.0] Ranking: [1, 2, 3, 6, 5, 4]
Bipartion: [false, false, true, false, true, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.8333333333333334, 0.0] Ranking: [6, 5, 1, 4, 2, 3]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 0.8571428571428571, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [true, true, true, false, false, false] Confidences: [1.0, 1.0, 0.7142857142857143, 0.0, 0.0, 0.0] Ranking: [2, 1, 3, 6, 5, 4]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [false, false, false, true, true, false] Confidences: [0.0, 0.0, 0.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 4, 2, 1, 3]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, false, true, true] Confidences: [0.0, 0.2, 0.8571428571428571, 0.0, 1.0, 0.8] Ranking: [6, 4, 2, 5, 1, 3]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.2, 0.8571428571428571, 0.7142857142857143, 0.16666666666666666, 0.0] Ranking: [6, 3, 1, 2, 4, 5]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 0.8571428571428571, 0.16666666666666666, 0.0] Ranking: [6, 5, 1, 2, 3, 4]
Bipartion: [true, true, false, false, false, false] Confidences: [1.0, 1.0, 0.0, 0.0, 0.0, 0.0] Ranking: [2, 1, 6, 5, 4, 3]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.2, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, false, true, true, false, false] Confidences: [0.0, 0.0, 1.0, 1.0, 0.16666666666666666, 0.0] Ranking: [6, 5, 2, 1, 3, 4]
Bipartion: [false, false, false, false, true, true] Confidences: [0.0, 0.0, 0.0, 0.0, 1.0, 1.0] Ranking: [6, 5, 4, 3, 2, 1]
Bipartion: [true, true, true, false, false, false] Confidences: [0.8333333333333334, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [3, 2, 1, 6, 5, 4]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, false, false] Confidences: [0.8333333333333334, 0.4, 0.0, 0.0, 0.0, 0.4] Ranking: [1, 3, 6, 5, 4, 2]
Bipartion: [false, false, true, false, false, false] Confidences: [0.0, 0.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 5, 1, 4, 3, 2]
Bipartion: [true, false, false, false, false, true] Confidences: [0.8333333333333334, 0.2, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 3, 6, 5, 4, 1]
Bipartion: [true, false, false, false, true, true] Confidences: [0.5, 0.0, 0.14285714285714285, 0.0, 0.8333333333333334, 1.0] Ranking: [3, 6, 4, 5, 2, 1]
Bipartion: [true, true, false, false, false, false] Confidences: [0.8333333333333334, 1.0, 0.0, 0.14285714285714285, 0.16666666666666666, 0.0] Ranking: [2, 1, 6, 4, 3, 5]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 0.8, 1.0, 0.0, 0.16666666666666666, 0.0] Ranking: [6, 2, 1, 5, 3, 4]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.16666666666666666, 1.0, 0.8571428571428571, 0.0, 0.0, 0.0] Ranking: [3, 1, 2, 6, 5, 4]
Bipartion: [true, false, false, false, false, true] Confidences: [1.0, 0.0, 0.0, 0.0, 0.0, 1.0] Ranking: [2, 6, 5, 4, 3, 1]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [true, false, false, false, true, true] Confidences: [0.8333333333333334, 0.0, 0.0, 0.0, 0.5, 0.8] Ranking: [1, 6, 5, 4, 3, 2]
Bipartion: [false, false, true, true, true, false] Confidences: [0.0, 0.0, 1.0, 1.0, 1.0, 0.0] Ranking: [6, 5, 3, 2, 1, 4]
Bipartion: [false, true, true, false, false, false] Confidences: [0.0, 1.0, 1.0, 0.0, 0.0, 0.0] Ranking: [6, 2, 1, 5, 4, 3]
Bipartion: [false, true, false, false, false, false] Confidences: [0.16666666666666666, 0.8, 0.14285714285714285, 0.0, 0.0, 0.2] Ranking: [3, 1, 4, 6, 5, 2]

 

    如何运行示例:

    MulanExp1:设置参数:

-arff data/emotions.arff -xml data/emotions.xml 

    MualnExp2:设置参数:

-arff data/emotions.arff -xml data/emotions.xml -unlabeled data/emotions.arff