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

---Validation results---
Cases of trained classes 39  Other 0  Total 39
Confusion Table:
   Belongs\Assigned        0       1       2       3       4       5       6       7       8       9      10      11      12      13      14      15
                   0       4       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       6       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       1       0       0
                   4       1       0       0       0       3       0       0       0       0       0       0       0       0       0       0       0
                   5       0       0       0       0       3       1       0       0       0       0       0       0       0       0       0       0
                   6       0       0       0       0       0       0       1       0       0       0       0       0       0       0       0       2
                   7       0       0       0       0       0       1       0       0       0       0       0       0       0       0       0       0
                   8       0       0       1       0       0       0       0       0       0       0       0       0       0       0       0       0
                   9       0       0       0       0       0       0       0       0       0       1       0       0       0       0       0       2
                  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       1       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       0       0       0       0       3       0       0
                  14       0       0       0       0       0       1       0       0       0       0       0       0       0       0       0       0
                  15       0       0       0       2       0       0       0       0       0       0       0       0       0       0       0       1
Total errors: 18 out of 39, 46.1538%
Test set loglikelihood -81.1481 Average -2.08072

One-vs-All view: Class 0
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	4	3
	Not Retrieved	0	32
Precision = 57.1429
Recall  = 100
F1 = 72.7273
ROC area under curve 92.8571

One-vs-All view: Class 1
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	0
	Not Retrieved	0	38
Precision = 100
Recall  = 100
F1 = 100
ROC area under curve 100

One-vs-All view: Class 2
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	6	1
	Not Retrieved	0	32
Precision = 85.7143
Recall  = 100
F1 = 92.3077
ROC area under curve 95.4545

One-vs-All view: Class 3
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	2
	Not Retrieved	2	35
Precision = 0
Recall  = 0
F1 = 0
ROC area under curve 78.3784

One-vs-All view: Class 4
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	3	4
	Not Retrieved	1	31
Precision = 42.8571
Recall  = 75
F1 = 54.5455
ROC area under curve 88.5714

One-vs-All view: Class 5
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	3
	Not Retrieved	3	32
Precision = 25
Recall  = 25
F1 = 25
ROC area under curve 87.1429

One-vs-All view: Class 6
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	0
	Not Retrieved	2	36
Precision = 100
Recall  = 33.3333
F1 = 50
ROC area under curve 78.7037

One-vs-All view: Class 7
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
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	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 94.7368

One-vs-All view: Class 9
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	0
	Not Retrieved	2	36
Precision = 100
Recall  = 33.3333
F1 = 50
ROC area under curve 49.0741

One-vs-All view: Class 10
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 97.3684

One-vs-All view: Class 11
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 15.7895

One-vs-All view: Class 12
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 97.3684

One-vs-All view: Class 13
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	3	1
	Not Retrieved	0	35
Precision = 75
Recall  = 100
F1 = 85.7143
ROC area under curve 92.5926

One-vs-All view: Class 14
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	1	38
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 100

One-vs-All view: Class 15
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	4
	Not Retrieved	2	32
Precision = 20
Recall  = 33.3333
F1 = 25
ROC area under curve 71.2963
Time 1
