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

---Validation results---
Cases of trained classes 20  Other 0  Total 20
Confusion Table:
   Belongs\Assigned        0       1       2       3       4       5       6       7       8       9      10      11      12      13      14      15
                   0       1       0       0       2       0       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       1       0       1       0       0       0       0       0       0       0       0       0       0       0
                   3       0       0       0       1       0       0       0       0       0       0       0       0       0       0       0       0
                   4       0       0       0       0       2       0       0       0       0       0       0       0       0       0       0       0
                   5       1       0       1       0       0       1       0       0       0       0       0       0       0       0       0       0
                   6       0       0       0       1       0       0       1       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       0       0       0       0       0       0       0       0       0       0       0       0       0
                   9       0       0       0       0       2       0       0       0       0       0       0       0       0       0       0       0
                  10       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0
                  11       0       0       0       0       0       0       0       0       0       0       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       0       0       0       0       0       0       2       0       0       0       0       0       0
                  14       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0       0
                  15       0       0       0       1       2       0       0       0       0       0       0       0       0       0       0       0
Total errors: 13 out of 20, 65%
Test set loglikelihood -43.15 Average -2.1575

One-vs-All view: Class 0
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	1
	Not Retrieved	2	16
Precision = 50
Recall  = 33.3333
F1 = 40
ROC area under curve 82.3529

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

One-vs-All view: Class 2
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	1
	Not Retrieved	1	17
Precision = 50
Recall  = 50
F1 = 50
ROC area under curve 97.2222

One-vs-All view: Class 3
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	4
	Not Retrieved	0	15
Precision = 20
Recall  = 100
F1 = 33.3333
ROC area under curve 94.7368

One-vs-All view: Class 4
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	2	5
	Not Retrieved	0	13
Precision = 28.5714
Recall  = 100
F1 = 44.4444
ROC area under curve 72.2222

One-vs-All view: Class 5
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	0
	Not Retrieved	2	17
Precision = 100
Recall  = 33.3333
F1 = 50
ROC area under curve 78.4314

One-vs-All view: Class 6
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	0
	Not Retrieved	1	18
Precision = 100
Recall  = 50
F1 = 66.6667
ROC area under curve 86.1111

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

One-vs-All view: Class 9
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	2
	Not Retrieved	2	16
Precision = 0
Recall  = 0
F1 = 0
ROC area under curve 75

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

One-vs-All view: Class 11
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	0	20
Precision = 100
Recall  = 100
F1 = 100
ROC area under curve 0

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

One-vs-All view: Class 13
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	2	18
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 91.6667

One-vs-All view: Class 14
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	0	20
Precision = 100
Recall  = 100
F1 = 100
ROC area under curve 0

One-vs-All view: Class 15
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	3	17
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 86.2745
Time 1
