
Bayesian Multinomial Logistic Regression - Classification 	Ver. 2.02
Command line:  ../BMRclassify Compass.testing.bmr Compass.model
Log Level: 0
Data file for Testing: Compass.testing.bmr
Read Model file: Compass.model

---Validation results---
Cases of trained classes 39  Other 0  Total 39
Confusion Table:
   Belongs\Assigned        0       1       2       3       4       5       6       7       8       9      10      11      12      13      14      15
                   0       4       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0
                   1       0       1       0       0       0       0       0       0       0       0       0       0       0       0       0       0
                   2       0       0       6       0       0       0       0       0       0       0       0       0       0       0       0       0
                   3       0       0       0       0       0       0       1       0       0       0       0       0       0       0       0       1
                   4       1       0       0       0       2       0       0       0       0       1       0       0       0       0       0       0
                   5       0       0       1       0       0       3       0       0       0       0       0       0       0       0       0       0
                   6       0       0       1       0       0       0       2       0       0       0       0       0       0       0       0       0
                   7       0       0       0       0       0       1       0       0       0       0       0       0       0       0       0       0
                   8       0       0       1       0       0       0       0       0       0       0       0       0       0       0       0       0
                   9       1       0       0       0       0       0       0       0       0       1       0       0       0       1       0       0
                  10       0       0       0       0       1       0       0       0       0       0       0       0       0       0       0       0
                  11       0       0       0       0       0       0       1       0       0       0       0       0       0       0       0       0
                  12       0       0       1       0       0       0       0       0       0       0       0       0       0       0       0       0
                  13       0       0       0       0       0       0       0       0       0       0       0       0       0       1       0       2
                  14       0       0       0       0       0       0       0       0       0       0       0       0       0       1       0       0
                  15       0       0       1       0       0       0       0       0       0       1       0       0       0       0       0       1
Total errors: 18 out of 39, 46.1538%
Test set loglikelihood -88.0623 Average -2.25801

One-vs-All view: Class 0
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	4	2
	Not Retrieved	0	33
Precision = 66.6667
Recall  = 100
F1 = 80
ROC area under curve 84.2857

One-vs-All view: Class 1
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	0
	Not Retrieved	0	38
Precision = 100
Recall  = 100
F1 = 100
ROC area under curve 100

One-vs-All view: Class 2
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	6	5
	Not Retrieved	0	28
Precision = 54.5455
Recall  = 100
F1 = 70.5882
ROC area under curve 92.9293

One-vs-All view: Class 3
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	2	37
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 77.027

One-vs-All view: Class 4
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	2	1
	Not Retrieved	2	34
Precision = 66.6667
Recall  = 50
F1 = 57.1429
ROC area under curve 97.1429

One-vs-All view: Class 5
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	3	1
	Not Retrieved	1	34
Precision = 75
Recall  = 75
F1 = 75
ROC area under curve 82.8571

One-vs-All view: Class 6
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	2	2
	Not Retrieved	1	34
Precision = 50
Recall  = 66.6667
F1 = 57.1429
ROC area under curve 87.963

One-vs-All view: Class 7
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 100

One-vs-All view: Class 8
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 89.4737

One-vs-All view: Class 9
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	2
	Not Retrieved	2	34
Precision = 33.3333
Recall  = 33.3333
F1 = 33.3333
ROC area under curve 87.963

One-vs-All view: Class 10
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 94.7368

One-vs-All view: Class 11
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 18.4211

One-vs-All view: Class 12
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 92.1053

One-vs-All view: Class 13
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	2
	Not Retrieved	2	34
Precision = 33.3333
Recall  = 33.3333
F1 = 33.3333
ROC area under curve 89.8148

One-vs-All view: Class 14
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 100

One-vs-All view: Class 15
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	3
	Not Retrieved	2	33
Precision = 25
Recall  = 33.3333
F1 = 28.5714
ROC area under curve 75
Time 0
