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

---Validation results---
Cases of trained classes 55  Other 6  Total 61
Confusion Table:
   Belongs\Assigned        0       1       2       3       4       5       6       7       8       9      10      11      12
                   0       4       2       0       0       1       0       0       1       0       0       0       0       0
                   1       0       1       0       1       0       0       0       0       0       0       0       0       0
                   2       0       3       1       0       0       0       0       0       0       0       0       0       0
                   3       0       0       0       2       0       0       0       0       0       0       0       0       0
                   4       0       1       0       1       1       0       0       0       0       0       0       0       0
                   5       0       0       0       0       0       3       0       1       0       0       0       0       0
                   6       0       1       0       0       0       0      14       0       0       0       0       0       0
                   7       0       0       0       0       0       0       0       4       0       0       0       0       0
                   8       0       0       0       1       0       0       1       0       0       0       0       0       0
                   9       0       2       1       1       0       0       0       1       0       0       0       0       0
                  10       0       0       0       1       0       1       0       0       0       0       0       0       0
                  11       0       0       1       0       0       1       0       0       0       0       0       0       0
                  12       1       0       0       0       0       0       0       1       0       0       0       0       0
Total errors: 25 out of 55, 45.4545%
Test set loglikelihood -172.944 Average -3.14443

One-vs-All view: Class 0
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	4	1
	Not Retrieved	4	46
Precision = 80
Recall  = 50
F1 = 61.5385
ROC area under curve 91.7453

One-vs-All view: Class 1
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	9
	Not Retrieved	1	44
Precision = 10
Recall  = 50
F1 = 16.6667
ROC area under curve 87.2881

One-vs-All view: Class 2
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	2
	Not Retrieved	3	49
Precision = 33.3333
Recall  = 25
F1 = 28.5714
ROC area under curve 92.1053

One-vs-All view: Class 3
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	2	5
	Not Retrieved	0	48
Precision = 28.5714
Recall  = 100
F1 = 44.4444
ROC area under curve 93.2203

One-vs-All view: Class 4
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	1	1
	Not Retrieved	2	51
Precision = 50
Recall  = 33.3333
F1 = 40
ROC area under curve 77.5862

One-vs-All view: Class 5
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	3	2
	Not Retrieved	1	49
Precision = 60
Recall  = 75
F1 = 66.6667
ROC area under curve 82.4561

One-vs-All view: Class 6
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	14	1
	Not Retrieved	1	39
Precision = 93.3333
Recall  = 93.3333
F1 = 93.3333
ROC area under curve 96.2319

One-vs-All view: Class 7
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	4	4
	Not Retrieved	0	47
Precision = 50
Recall  = 100
F1 = 66.6667
ROC area under curve 85.9649

One-vs-All view: Class 8
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	2	53
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 95.7627

One-vs-All view: Class 9
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	5	50
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 84.2857

One-vs-All view: Class 10
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	2	53
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 92.3729

One-vs-All view: Class 11
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	2	53
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 59.322

One-vs-All view: Class 12
Confusion matrix:   Relevant	Not Relevant
	Retrieved    	0	0
	Not Retrieved	2	53
Precision = 100
Recall  = 0
F1 = 0
ROC area under curve 66.1017
Time 1
