
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       2       0       0       1       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       2       0       0       0       0       0       0       0       0       0       0       0       0       0
                   3       1       0       0       0       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       0       0       1       0       1       1       0       0       0       0       0       0       0       0       0       0
                   6       0       0       0       0       0       0       2       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       1       0       0       0       1       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       0       2       0       1       0       0       0       0       0       0       0       0       0
Total errors: 11 out of 20, 55%
Test set loglikelihood -40.6279 Average -2.03139

One-vs-All view: Class 0
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	2	2
	Not Retrieved	1	15
Precision = 50
Recall  = 66.6667
F1 = 57.1429
ROC area under curve 88.2353

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    	2	1
	Not Retrieved	0	17
Precision = 66.6667
Recall  = 100
F1 = 80
ROC area under curve 100

One-vs-All view: Class 3
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	1
	Not Retrieved	1	18
Precision = 0
Recall  = 0
F1 = 0
ROC area under curve 36.8421

One-vs-All view: Class 4
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	2	4
	Not Retrieved	0	14
Precision = 33.3333
Recall  = 100
F1 = 50
ROC area under curve 94.4444

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 92.1569

One-vs-All view: Class 6
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	2	1
	Not Retrieved	0	17
Precision = 66.6667
Recall  = 100
F1 = 80
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 72.2222

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 100

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 76.4706
Time 1
