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Model name: am_imirsel_svm
Number of iterations = 3
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Iteration 1
Accuracy: 58.00%
Accuracy (normalised for class sizes): 58.00%
Raw Confusion Matrix:
Truth		    A  	    B  	    C  	    D  	    E  	
Classification
    A  		     21	      7	      2	      8	      8	
    B  		      6	     23	      9	     13	      0	
    C  		      1	      7	     26	      1	      0	
    D  		      7	      3	      3	     16	      2	
    E  		      5	      0	      0	      2	     30	

Confusion Matrix percentage:
Truth		    A  	    B  	    C  	    D  	    E  	
Classification
    A  		 52.50%	 17.50%	  5.00%	 20.00%	 20.00%	
    B  		 15.00%	 57.50%	 22.50%	 32.50%	  0.00%	
    C  		  2.50%	 17.50%	 65.00%	  2.50%	  0.00%	
    D  		 17.50%	  7.50%	  7.50%	 40.00%	  5.00%	
    E  		 12.50%	  0.00%	  0.00%	  5.00%	 75.00%	
Matrix Key:
       A  : 1
       B  : 2
       C  : 3
       D  : 4
       E  : 5
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Iteration 2
Accuracy: 55.00%
Accuracy (normalised for class sizes): 55.00%
Raw Confusion Matrix:
Truth		    A  	    B  	    C  	    D  	    E  	
Classification
    A  		     24	      8	      2	      9	      9	
    B  		      0	     13	      6	     10	      3	
    C  		      3	     13	     31	      3	      1	
    D  		      2	      6	      1	     16	      1	
    E  		     11	      0	      0	      2	     26	

Confusion Matrix percentage:
Truth		    A  	    B  	    C  	    D  	    E  	
Classification
    A  		 60.00%	 20.00%	  5.00%	 22.50%	 22.50%	
    B  		  0.00%	 32.50%	 15.00%	 25.00%	  7.50%	
    C  		  7.50%	 32.50%	 77.50%	  7.50%	  2.50%	
    D  		  5.00%	 15.00%	  2.50%	 40.00%	  2.50%	
    E  		 27.50%	  0.00%	  0.00%	  5.00%	 65.00%	
Matrix Key:
       A  : 1
       B  : 2
       C  : 3
       D  : 4
       E  : 5
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Iteration 3
Accuracy: 54.50%
Accuracy (normalised for class sizes): 54.50%
Raw Confusion Matrix:
Truth		    A  	    B  	    C  	    D  	    E  	
Classification
    A  		     16	     12	      3	      6	      8	
    B  		     11	     18	     11	      8	      0	
    C  		      3	      3	     25	      2	      0	
    D  		      5	      7	      1	     22	      4	
    E  		      5	      0	      0	      2	     28	

Confusion Matrix percentage:
Truth		    A  	    B  	    C  	    D  	    E  	
Classification
    A  		 40.00%	 30.00%	  7.50%	 15.00%	 20.00%	
    B  		 27.50%	 45.00%	 27.50%	 20.00%	  0.00%	
    C  		  7.50%	  7.50%	 62.50%	  5.00%	  0.00%	
    D  		 12.50%	 17.50%	  2.50%	 55.00%	 10.00%	
    E  		 12.50%	  0.00%	  0.00%	  5.00%	 70.00%	
Matrix Key:
       A  : 1
       B  : 2
       C  : 3
       D  : 4
       E  : 5
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Overall Evaluation for am_imirsel_svm
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Overall Accuracy am_imirsel_svm: 55.83% Standard Deviation: 0.89
Overall Accuracy (normalised for class sizes) am_imirsel_svm: 55.83% Standard Deviation: 0.89
Raw Confusion Matrix:
Truth		    A  	    B  	    C  	    D  	    E  	
Classification
    A  		     61	     27	      7	     23	     25	
    B  		     17	     54	     26	     31	      3	
    C  		      7	     23	     82	      6	      1	
    D  		     14	     16	      5	     54	      7	
    E  		     21	      0	      0	      6	     84	

Confusion Matrix percentage:
Truth		    A  	    B  	    C  	    D  	    E  	
Classification
    A  		 50.83%	 22.50%	  5.83%	 19.17%	 20.83%	
    B  		 14.17%	 45.00%	 21.67%	 25.83%	  2.50%	
    C  		  5.83%	 19.17%	 68.33%	  5.00%	  0.83%	
    D  		 11.67%	 13.33%	  4.17%	 45.00%	  5.83%	
    E  		 17.50%	  0.00%	  0.00%	  5.00%	 70.00%	
Matrix Key:
       A  : 1
       B  : 2
       C  : 3
       D  : 4
       E  : 5
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