
Bayesian Multinomial Logistic Regression - Classification 	Ver. 2.02
Command line:  ../BMRclassify -r ts11_results Compass.testing.bmr Compass.model
Log Level: 0
Data file for Testing: Compass.testing.bmr
Read Model file: Compass.model
Result file: ts11_results	 Format: probabilities

---Validation results---
Cases of trained classes 21  Other 0  Total 21
Confusion Table:
   Belongs\Assigned        0       1       2       3       4       5       6       7       8       9      10      11      12      13      14      15
                   0       1       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       3       0       1       0       0       0       0       0       0       0       0       0       0       0
                   3       0       0       0       1       1       0       0       0       0       0       0       0       0       0       0       0
                   4       1       0       0       0       1       0       0       0       0       0       0       0       0       0       0       0
                   5       0       0       0       0       1       0       0       0       0       0       0       0       0       0       0       0
                   6       0       0       0       0       1       0       0       0       0       0       0       0       0       0       0       0
                   7       1       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       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       1
                  10       0       0       0       0       0       1       0       0       0       0       0       0       0       0       0       0
                  11       0       0       0       0       1       0       0       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       0       1       0
                  14       0       0       0       0       0       0       0       0       0       0       0       0       0       0       1       0
                  15       0       0       0       1       0       0       0       0       0       0       0       0       0       0       0       0
Total errors: 13 out of 21, 61.9048%
Test set loglikelihood -41.2659 Average -1.96504

One-vs-All view: Class 0
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	2
	Not Retrieved	0	18
Precision = 33.3333
Recall  = 100
F1 = 50
ROC area under curve 100

One-vs-All view: Class 1
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	0
	Not Retrieved	0	20
Precision = 100
Recall  = 100
F1 = 100
ROC area under curve 100

One-vs-All view: Class 2
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	3	1
	Not Retrieved	1	16
Precision = 75
Recall  = 75
F1 = 75
ROC area under curve 86.7647

One-vs-All view: Class 3
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	2
	Not Retrieved	1	17
Precision = 33.3333
Recall  = 50
F1 = 40
ROC area under curve 73.6842

One-vs-All view: Class 4
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	5
	Not Retrieved	1	14
Precision = 16.6667
Recall  = 50
F1 = 25
ROC area under curve 73.6842

One-vs-All view: Class 5
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	1
	Not Retrieved	1	19
Precision = 0
Recall  = 0
F1 = 0
ROC area under curve 95

One-vs-All view: Class 6
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	20
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 100

One-vs-All view: Class 7
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	20
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	20
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 100

One-vs-All view: Class 9
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	20
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 70

One-vs-All view: Class 10
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	20
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	20
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 70

One-vs-All view: Class 12
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	20
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 100

One-vs-All view: Class 13
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	20
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 75

One-vs-All view: Class 14
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	1
	Not Retrieved	0	19
Precision = 50
Recall  = 100
F1 = 66.6667
ROC area under curve 90

One-vs-All view: Class 15
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	1
	Not Retrieved	1	19
Precision = 0
Recall  = 0
F1 = 0
ROC area under curve 75
Time 0
