
Bayesian Multinomial Logistic Regression - Classification 	Ver. 2.02
Command line:  ../BMRclassify Compass.300+.bmr Compass.model
Log Level: 0
Data file for Testing: Compass.300+.bmr
Read Model file: Compass.model

---Validation results---
Cases of trained classes 69  Other 0  Total 69
Confusion Table:
   Belongs\Assigned        0       1       2       3       4       5       6       7       8       9      10      11      12      13      14      15
                   0       3       0       1       3       2       0       0       0       0       0       0       0       0       0       0       0
                   1       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0
                   2       0       0       8       0       0       0       0       0       0       0       0       0       0       0       0       0
                   3       1       0       0       1       0       1       0       0       0       0       0       0       0       0       0       0
                   4       0       0       0       0       7       0       0       0       0       0       0       0       0       0       0       0
                   5       0       0       4       0       1       4       0       0       0       0       0       0       0       0       0       0
                   6       0       0       1       1       0       0       4       0       0       0       0       0       0       0       0       0
                   7       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0
                   8       0       0       0       1       0       0       0       0       0       0       0       0       0       0       0       0
                   9       2       0       0       0       4       1       0       0       0       0       0       0       0       0       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       0       0       0       1       0       0       0       0       0       0
                  12       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0
                  13       0       0       0       3       1       0       1       0       0       1       0       0       0       0       0       1
                  14       0       0       0       0       0       0       0       0       0       0       0       0       0       1       0       0
                  15       0       0       2       2       3       0       2       0       0       0       0       0       0       0       0       0
Total errors: 42 out of 69, 60.8696%
Test set loglikelihood -142.569 Average -2.06621

One-vs-All view: Class 0
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	3	3
	Not Retrieved	6	57
Precision = 50
Recall  = 33.3333
F1 = 40
ROC area under curve 91.2963

One-vs-All view: Class 1
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	0	69
Precision = 100
Recall  = 100
F1 = 100
ROC area under curve 0

One-vs-All view: Class 2
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	8	8
	Not Retrieved	0	53
Precision = 50
Recall  = 100
F1 = 66.6667
ROC area under curve 95.082

One-vs-All view: Class 3
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	10
	Not Retrieved	2	56
Precision = 9.09091
Recall  = 33.3333
F1 = 14.2857
ROC area under curve 78.7879

One-vs-All view: Class 4
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	7	12
	Not Retrieved	0	50
Precision = 36.8421
Recall  = 100
F1 = 53.8462
ROC area under curve 97.9263

One-vs-All view: Class 5
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	4	2
	Not Retrieved	5	58
Precision = 66.6667
Recall  = 44.4444
F1 = 53.3333
ROC area under curve 85.5556

One-vs-All view: Class 6
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	4	3
	Not Retrieved	2	60
Precision = 57.1429
Recall  = 66.6667
F1 = 61.5385
ROC area under curve 76.7196

One-vs-All view: Class 7
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	0	69
Precision = 100
Recall  = 100
F1 = 100
ROC area under curve 0

One-vs-All view: Class 8
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	68
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 97.0588

One-vs-All view: Class 9
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	2
	Not Retrieved	7	60
Precision = 0
Recall  = 0
F1 = 0
ROC area under curve 57.3733

One-vs-All view: Class 10
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	68
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 100

One-vs-All view: Class 11
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	68
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 8.82353

One-vs-All view: Class 12
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	0	69
Precision = 100
Recall  = 100
F1 = 100
ROC area under curve 0

One-vs-All view: Class 13
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	1
	Not Retrieved	7	61
Precision = 0
Recall  = 0
F1 = 0
ROC area under curve 82.7189

One-vs-All view: Class 14
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	68
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 82.3529

One-vs-All view: Class 15
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	1
	Not Retrieved	9	59
Precision = 0
Recall  = 0
F1 = 0
ROC area under curve 59.8148
Time 1
