
Bayesian Multinomial Logistic Regression - Classification 	Ver. 2.02
Command line:  ../BMRclassify Compass.500+.testing.bmr Compass.model
Log Level: 0
Data file for Testing: Compass.500+.testing.bmr
Read Model file: Compass.model

---Validation results---
Cases of trained classes 14  Other 7  Total 21
Confusion Table:
   Belongs\Assigned        0       1       2       3       4       5       6       7       8
                   0       1       0       0       0       0       0       0       0       0
                   1       1       3       0       0       0       0       0       0       0
                   2       0       1       0       0       0       0       0       1       0
                   3       0       0       0       0       0       0       1       0       1
                   4       0       0       0       0       1       0       0       0       0
                   5       0       0       0       0       0       0       0       0       1
                   6       0       0       0       0       0       0       1       0       0
                   7       0       0       0       0       0       0       0       1       0
                   8       0       0       0       0       0       0       0       1       0
Total errors: 7 out of 14, 50%
Test set loglikelihood -42.0444 Average -3.00317

One-vs-All view: Class 0
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	1
	Not Retrieved	0	12
Precision = 50
Recall  = 100
F1 = 66.6667
ROC area under curve 85

One-vs-All view: Class 1
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	3	1
	Not Retrieved	1	9
Precision = 75
Recall  = 75
F1 = 75
ROC area under curve 89.7059

One-vs-All view: Class 2
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	2	12
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 50

One-vs-All view: Class 3
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	2	12
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 81.5789

One-vs-All view: Class 4
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	0
	Not Retrieved	0	13
Precision = 100
Recall  = 100
F1 = 100
ROC area under curve 95

One-vs-All view: Class 5
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	13
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 95

One-vs-All view: Class 6
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	1
	Not Retrieved	0	12
Precision = 50
Recall  = 100
F1 = 66.6667
ROC area under curve 95

One-vs-All view: Class 7
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	2
	Not Retrieved	0	11
Precision = 33.3333
Recall  = 100
F1 = 50
ROC area under curve 95

One-vs-All view: Class 8
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	2
	Not Retrieved	1	11
Precision = 0
Recall  = 0
F1 = 0
ROC area under curve 85
Time 0
